association	dataset	threshold value	standardized value
Kidney renal clear cell carcinoma_KIRC_TCGA-B0-4837-01A-01R-1305-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K98283674	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.25738
Perturb_10438_Mut_Adad2_SRP262140	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	1.61753
inner SZ in midlateral temporal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.981455
reproductive system development	GO Biological Process Annotations 2015	1.0	null
GTEX-U3ZN-0726-SM-4DXT5	GTEx Tissue Sample Gene Expression Profiles	1.0	1.49272
Synapsis initiation complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.247
MOLM13	CCLE Cell Line Gene Expression Profiles	1.0	1.57119
HOXA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.1019
GSE218960_0_v_1_nrf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
organelle	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.050459
GTEX-U8T8-1126-SM-4DXUE	GTEx Tissue Sample Gene Expression Profiles	1.0	1.66192
GSE128240_0_v_1_cyclophosphamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NCI-H2172	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Interstitial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.456
JURKAT	COSMIC Cell Line Gene Mutation Profiles	1.0	null
5194442-6594	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GTEX-N7MS-0011-R7a-SM-2HMKN	GTEx Tissue Sample Gene Expression Profiles	1.0	0.866923
BRD-K61052964	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12074
urogenital system	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
A2780	CCLE Cell Line Gene Expression Profiles	1.0	2.43226
GSE101546_3_v_4_setdb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Pericentric heterochromatin	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.972
LMX1B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.4853
primary motor-sensory cortex (samples)_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.55073
PMC5640240-ppat.1006668.s013.xlsx-MAX_ChIP_shEP400-1-Unnamed_6_MAX	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-XLM4-0011-R7A-SM-4AT5L	GTEx Tissue Sample Gene Expression Profiles	1.0	0.887181
CTNNA1	Pathway Commons Protein-Protein Interactions	1.0	null
GTEX-T6MN-0002-SM-3NMAH	GTEx Tissue Sample Gene Expression Profiles	1.0	1.10686
GSE180951_1_v_4_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
TMP269	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.35
162 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.519
CRCGN014_HEPG2_24H:F17	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.04849
sulfanilamide-4474	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GSE120612_6_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
quercetin-283	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
SIX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19296
OCUM-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.884437
Meiosis	Reactome Pathways 2014	1.0	null
membrane-bounded organelle	LOCATE Predicted Protein Localization Annotations	1.0	null
GSE220668_0_v_1_ncapg_human	RummaGEO Gene Perturbation Signatures	-1.0	null
abnormal spermatogenesis	MGI Mouse Phenotype Associations 2023	1.0	null
mRNA_RAD21_21589869	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	-1.0	null
hsa-miR-127-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.843347
FetalThyroid	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-0.943793
Perturb_4874_KO_SUZ12_SRP095403	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
plicamycin_homo sapiens_gpl570_gse25127	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
K562_AG-490_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.02052
PMC7608835-aba3058_Table_S5.xlsx-RING1B_EWS-FLI1_ACTIVATED-RING1B_EWSR1-FLI1_activated_genes_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
male gamete generation	GO Biological Process Annotations 2025	1.0	null
DAZAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17596
GSE235550_2_v_0_hspa9_human	RummaGEO Gene Perturbation Signatures	-1.0	null
LMO2-26923725-CHIP-SEQ-HEMANGIOBLAST-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
Reproductive organ cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.258
cerebellum_13 pcw_F_12834	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	0.963928
NCI-H889	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.52277
Lung adenocarcinoma_LUAD_TCGA-50-6592-01A-11R-1755-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
HCC70	CCLE Cell Line Gene CNV Profiles	-1.0	-3.21049
MSH6	Pathway Commons Protein-Protein Interactions	1.0	null
GM2493	BioGPS Cell Line Gene Expression Profiles	1.0	1.15305
LC4-1	GDSC Cell Line Gene Expression Profiles	-1.0	-1.74132
BRD-K09250647	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08957
HDLM-2	GDSC Cell Line Gene Expression Profiles	1.0	2.8173
IQCB1	Pathway Commons Protein-Protein Interactions	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-CR-5250-01A-01R-1514-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K79904333	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.19014
PCM1	Pathway Commons Protein-Protein Interactions	1.0	null
GTEX-QDT8-0011-R3A-SM-32PKR	GTEx Tissue Sample Gene Expression Profiles	1.0	0.826805
fh7	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.007
Pancreatic adenocarcinoma_PAAD_TCGA-IB-7893-01A-11R-2204-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-1160_PS-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
Perturb_5321_KD_Stag1_SRP244261	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	1.4992
Prostate adenocarcinoma_PRAD_TCGA-CH-5769-01A-11R-1580-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Testis	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
cerebellar cortex_21 yrs_F_13057	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.49809
PLOD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04341
DMS 53	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.3632
BRD-K08715918	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.08431
GSE228106_0_v_1_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
strychnine-hcl	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0713
GSE231799_2_v_4_nfkbie_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
frontal pole, right, inferior aspect	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.23481
Secondary oocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.206
Sarcoma_SARC_TCGA-FX-A2QS-01A-11R-A21T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE164757,GSE164759_4_v_2_trametinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Ejaculatory duct	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.711
DPH5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39635
CEP170	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09745
GSE81803,GSE81912_3_v_5_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE171837_0_v_2_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
EIF4G2	Pathway Commons Protein-Protein Interactions	1.0	null
MEWO	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE217156_1_v_3_trpc1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
hippocampus (hippocampal formation)_12 pcw_F_12960	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.25709
SG in granular insular cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.839719
lung cancer cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.245491
H3K4me1_embryonic fibroblast_mm9_1	ENCODE Histone Modification Site Profiles	1.0	null
GSE236437_2_v_3_aldosterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
OVCAR-5	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.08522
sirolimus-2702	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
gastrointestinal cancer cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.240216
CRCGN016_MCF10A.WT.HP_24H:A17	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.30336
GSE174735_4_v_3_il22_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE115364_0_v_1_idh3a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
hippocampus (hippocampal formation)_16 pcw_M_12879	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	0.913294
GTEX-PLZ5-1526-SM-3P5ZX	GTEx Tissue Sample Gene Expression Profiles	1.0	1.55624
BRD-K98225498	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.53311
BL-70	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K45717258	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16281
GSE216540_1_v_6_fulvestrant_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE67266_7_v_3_etoposide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CRCGN014_HEPG2_3H:C06	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.28956
GTEX-R55C-1026-SM-48FCM	GTEx Tissue Sample Gene Expression Profiles	1.0	0.932951
GSE235066_4_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ASCL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	59.428
GSE152699,GSE152723_0_v_1_vemurafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-P3-A6T6-01A-11R-A34R-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE218819_2_v_1_kdm5b_human	RummaGEO Gene Perturbation Signatures	1.0	null
K562_Fasudil_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0196028
Pax7	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.1249
GSE219274,GSE219276_0_v_1_doxorubicin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158285_0_v_1_ddx5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Leydig cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.605
MFE-319	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Perturb_17298_KO_Ptbp2_SRP071653	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	1.81621
GSE182179_0_v_1_kdsr_human	RummaGEO Gene Perturbation Signatures	1.0	null
SUM1315MO2	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	1.66784
NCIH211	CCLE Cell Line Gene CNV Profiles	1.0	1.58369
MAGOH	Pathway Commons Protein-Protein Interactions	1.0	null
NCI-H441	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GTEX-Q734-1626-SM-48U1B	GTEx Tissue Sample Gene Expression Profiles	1.0	1.63016
BRD-A02612852	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.63558
GSE166315_5_v_0_docetaxel_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Acute Myeloid Leukemia_LAML_TCGA-AB-2941-03A-01T-0740-13	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K64602559	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00428
GSE216043_7_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K00914921	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.91102
HGC27	CCLE Cell Line Gene Expression Profiles	1.0	3.40793
CEBPB_HepG2_hg19_3	ENCODE Transcription Factor Binding Site Profiles	1.0	null
GSE178340_7_v_2_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CEM-ADR5000 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.93
GTEX-S32W-1426-SM-4AD66	GTEx Tissue Sample Gene Expression Profiles	1.0	1.32711
SNU761	CCLE Cell Line Gene CNV Profiles	-1.0	-1.35526
RBBP5_H1-hESC_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
tretinoin_mus musculus_gpl1261_gds4294	GEO Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
MAF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.4059
testis_7f	HPA Tissue Sample Gene Expression Profiles	1.0	1.20323
MIR140_OE_GDS3461_575_mouse_C3H10T1/2 fibroblast cell line	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
BRD-K81099637	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10829
Testis-expressed sequence 15 protein	InterPro Predicted Protein Domain Annotations	1.0	null
primary visual cortex (striate cortex, area V1/17)_1 yrs_F_12830	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.841006
GSE232631_5_v_2_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K34456337	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.23565
piretanide-4490	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-CN-4731-01A-01R-1436-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
FGFR3_knockdown_174_GSE41035	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	-1.0	-1.87203
Skin Cutaneous Melanoma_SKCM_TCGA-FW-A3I3-06A-11R-A21D-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
whole body	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
K562_Ivosidenib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0206093
intestine	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.090962
hsa-miR-4766-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.99187
GTEX-U3ZH-0002-SM-3NMDD	GTEx Tissue Sample Gene Expression Profiles	1.0	0.860574
KCL22	CCLE Cell Line Gene CNV Profiles	1.0	2.15782
Axonemal dynein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.783
hsa-miR-505	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.40969
BRD-K35451051	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.42781
PMC11058205-42003_2024_6202_MOESM5_ESM.xlsx-Data2c_CEBPA_ChIP-Unnamed_9_CEBPA	Rummagene Transcription Factor Associations 2026	1.0	null
Non-obstructive azoospermia	ClinVar Gene-Phenotype Associations 2025	1.0	null
BCL6-27268052-CHIP-SEQ-BCELLS-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K61087440	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.38074
single-organism cellular process	GO Biological Process Annotations 2015	1.0	null
GSE178340_5_v_9_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CRCGN015_MCF10A_48H:K10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.17925
LN-18	COSMIC Cell Line Gene Mutation Profiles	1.0	null
PMC9558712-Data_Sheet_2.xlsx-POU3F4_p_C327X_vs_POU3F4_WT-Unnamed_0_POU3F4	Rummagene Transcription Factor Associations 2026	1.0	null
Perturb_5145_KO_H3f3a/H3f3b_ERP109384	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	2.71978
GSE147876,GSE147877_4_v_10_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K89121101	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.05751
K562_Temsirolimus_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0162337
TCF12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.8756
dobutamine-6286	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Corticotroph adenoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.638
Pheochromocytoma and Paraganglioma_PCPG_TCGA-WB-A817-01A-11R-A35L-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
renal cell carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.300894
BRD-K24554824	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.61917
Semen	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.316
HEXIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34436
HL60	BioGPS Cell Line Gene Expression Profiles	-1.0	-1.09532
AKAP8L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15527
GSE226316_4_v_2_tead2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K01888220	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.35105
Late recombination nodule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.834
BRD-K75037209	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.28434
ranitidine-6324	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
halofantrine-3130	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
Lung squamous cell carcinoma_LUSC_TCGA-56-7223-01A-11R-2045-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Pheochromocytoma and Paraganglioma_PCPG_TCGA-P7-A5NX-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SW620	BioGPS Cell Line Gene Expression Profiles	-1.0	-0.825898
PMC13187244-41392_2026_2766_MOESM2_ESM.xlsx-Table_S17-Table_S17_Differentially_expressed_genes_in_OCI-AML3_cells_ZMIZ1_inhibitor_SIH-001_4E_vs_DMSO_RUNX2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K19168437	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.24929
GSE130690,GSE130692_1_v_0_sirt6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE213588_10_v_7_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC5444746-oncotarget-08-30328-s002.xlsx-SI02_Gene_symbols-1912_ChIP-Seq_H3K9me1_2_demethylation_and_ChIP-Seq_AR_AR	Rummagene Transcription Factor Associations 2026	1.0	null
HSF1_KD_GDS1733_754_human_HeLa cells -  0 Hour by siHSF1_2	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
Punctate palmoplantar keratoderma type I	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.335
infertility	MPO Gene-Phenotype Associations	1.0	null
Oligospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.519
roxarsone-5051	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Female reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE147876,GSE147877_2_v_9_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
estropipate-4472	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
EVSAT	DepMap CRISPR Gene Dependency	1.0	3.26572
BRD-K00920341	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09899
Perturb_5040_KD_Smarcc1_SRP221174	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	14.1568
CDYL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52064
SF3A1	Pathway Commons Protein-Protein Interactions	1.0	null
Perturb_14596_OE_UQCRC1_SRP177975	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-2.22622
MAPK1_knockdown_45_GSE12291	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	-1.0	-1.68774
GSE229671,GSE229673_0_v_1_yrdc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K05409106	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.03515
psoas	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.929764
CardiacMyocytes	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	1.16325
epithelioma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.063401
Rosiglitazone	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.39
CRCGN015_MCF10A_48H:M16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.8872
Cryptozoospermia	DisGeNET Gene-Phenotype Associations	1.0	null
Liver hepatocellular carcinoma_LIHC_TCGA-BC-A10W-01A-11R-A131-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
NCI-H322T	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.03135
HIST1H2BO	Pathway Commons Protein-Protein Interactions	1.0	null
GSE148066,GSE157787_11_v_10_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NCIH841	CCLE Cell Line Gene Expression Profiles	1.0	1.45643
chenodeoxycholic acid-2402	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GTEX-RU1J-1026-SM-46MUR	GTEx Tissue Sample Gene Expression Profiles	1.0	1.48405
GTEX-NPJ8-1426-SM-3MJHR	GTEx Tissue Sample Gene Expression Profiles	1.0	1.31432
HIST1H1E	Pathway Commons Protein-Protein Interactions	1.0	null
tissues, cell types and enzyme sources	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	1.53602
GSE237984_1_v_0_magi1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Infertility, Male	HuGE Navigator Gene-Phenotype Associations	1.0	null
Uterine Carcinosarcoma_UCS_TCGA-N7-A4Y0-01A-12R-A28V-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
K562_Entinostat_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0288505
H3K27me3_bronchial epithelial cell_hg19_2	ENCODE Transcription Factor Binding Site Profiles	1.0	null
HCC366	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.18241
anterior (rostral) cingulate (medial prefrontal) cortex_4 mos_M_12296	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-0.909155
non-small cell lung cancer cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.434906
Perturb_5146_KO_H3f3a/H3f3b_ERP109384	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
medial ganglionic eminence_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.843792
GSE147876,GSE147877_2_v_10_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
Pancreatic adenocarcinoma_PAAD_TCGA-HZ-8317-01A-11R-2404-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
reproductive system phenotype	MPO Gene-Phenotype Associations	1.0	null
hsa-miR-646	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.921135
SKCO1	CCLE Cell Line Gene CNV Profiles	1.0	2.89359
GTEX-V955-1926-SM-4KL1L	GTEx Tissue Sample Gene Expression Profiles	1.0	1.63506
DMRT1-23473982-TESTES-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
GSE227592_2_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Perturb_16602_KO_Alkbh5_SRP125927	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-2.41174
Perturb_4741_KD_Mettl3_SRP354177	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
PMC9248879-supp_gr.275831.121_Supplemental_Table_S2.xlsx-TP53-dependent_proteins-GeneName_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
MONOMAC1_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE	CCLE Cell Line Proteomics	1.0	3.19877
GATA3-22897851-JUKARTE6-1-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
GSE92614_1_v_0_pten_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
muscular system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.07141
KP-1N	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-A3-3306-01A-01R-0864-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
HOP-92	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.859179
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-FU-A770-01A-11R-A33Z-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K58284640	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09063
BRD-K02301426	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15205
CRCGN014_HEPG2_3H:M21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.22125
OE19	CCLE Cell Line Gene CNV Profiles	1.0	1.39389
GSE211177,GSE211178_9_v_11_ets1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HUH-6-CLONE5	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Erythromycin	DeepCoverMOA Drug Mechanisms of Action	1.0	0.23
Spermatogenic failure 14	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.685
Lateral element	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.088
TMEM68	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64483
biological_process	GO Biological Process Annotations 2015	1.0	null
occipito-temporal gyrus, right, inferior bank of gyrus	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.877139
BRD-K20068050	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.21859
NAT10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13227
E2F4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.71
KU812	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	2.15707
RITS complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.642
testis	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
Autosomal recessive disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.319
protein localization to chromosome	GO Biological Process Annotations 2015	1.0	null
hippocampus (hippocampal formation)_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.00303
intracellular part	LOCATE Predicted Protein Localization Annotations	1.0	null
Perturb_9243_KD_ENL_SRP074134	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-8.26011
GSE178340_7_v_9_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SW948	COSMIC Cell Line Gene Mutation Profiles	1.0	null
HGC-27	GDSC Cell Line Gene Expression Profiles	1.0	1.67742
Lung squamous cell carcinoma_LUSC_TCGA-37-4129-01A-01R-1100-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CRCGN017_MCF10A.WT.HP_24H:N16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.4707
PMC8119428-41598_2021_89734_MOESM6_ESM.xlsx-Sheet1-Candidate_PORE_genes_potentially_bound_and_regulated_by_OCT4_POU5F1	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-SUCS-1326-SM-4DM5T	GTEx Tissue Sample Gene Expression Profiles	1.0	1.57744
PMC4595011-pgen.1005555.s001.xlsx-MITF_DOWN-regulated-Gene_name_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
15902281-TableS1a	GeneSigDB Published Gene Signatures	1.0	null
hsa-miR-548c-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.2992
GSE181517_2_v_1_doxorubicin_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-A64985224	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15388
GSE160304,GSE163392_2_v_3_zswim8_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC7618676-44318_2025_631_MOESM2_ESM.xlsx-Axolotl-MYBL1_MYBL1	Rummagene Transcription Factor Associations 2026	1.0	null
single-organism process	GO Biological Process Annotations 2015	1.0	null
BRD-K56125296	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.41854
caudal ganglionic eminence_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.14
ARHGDIB_Transfection_GDS4455_551_human_UM-UC-3 bladder carcinoma cells	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
primary auditory cortex (core)_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.02956
male infertility	MPO Gene-Phenotype Associations	1.0	null
THRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.3846
CTCF	ENCODE Transcription Factor Targets	1.0	null
FOXRED2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01993
PMC10016690-Table_3.xlsx-AKT1_vs_KLF4_deg_all-Unnamed_4_KLF4	Rummagene Transcription Factor Associations 2026	1.0	null
female reproductive gland	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
BRD-K14723547	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.7137
GSE114284_2_v_3_irf1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Roxadustat_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0166496
GSE219103,GSE219104_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
17683608-TableS5	GeneSigDB Published Gene Signatures	1.0	null
GTEX-S7PM-0626-SM-4AD4Q	GTEx Tissue Sample Gene Expression Profiles	1.0	1.71412
GSE148692,GSE148695_2_v_0_satb2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TBX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.0435
pimethixene-2395	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
cefalonium-2921	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE120413,GSE120447_0_v_2_bap1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LL24 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.43
regulation of response to stress	GO Biological Process Annotations 2015	1.0	null
rpmi8226	HPA Cell Line Gene Expression Profiles	-1.0	-1.05471
Lung adenocarcinoma_LUAD_TCGA-55-6968-01A-11R-1949-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K35413741	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12655
VZ in medial temporal-occipital cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.991549
GTEX-NL3H-0011-R6a-SM-2I3G8	GTEx Tissue Sample Gene Expression Profiles	1.0	1.09569
hsa-miR-607	TargetScan Predicted Conserved microRNA Targets	1.0	0.670641
CRCGN017_MCF10A.TP53.M_24H:N16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.65645
ventrolateral prefrontal cortex_3 yrs_M_12980	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.24721
NCI-H345	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.78279
GSE193258,GSE193259_5_v_12_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K22748970	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.06877
NCI-H1437	COSMIC Cell Line Gene Mutation Profiles	1.0	null
PMC10645393-jci-133-169200-s102.xlsx-Table_S14_AR-V_DNA-PK_DEGs-Unnamed_4_AR	Rummagene Transcription Factor Associations 2026	1.0	null
VZ in dorsomedial parietal cortex (area 7m)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.12137
Gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
K562_Glesatinib(MGCD265)_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0179283
RSV-A2_24Hour-B6.129PF1_J_None_GSE18170	GEO Signatures of Differentially Expressed Genes for Viral Infections	-1.0	-1.59771
UACC893	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-1.42779
Perturb_7216_KD_EZH2_SRP321650	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
BRD-K96979108	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20342
18801183-SuppTable1	GeneSigDB Published Gene Signatures	1.0	null
dorsolateral prefrontal cortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.08657
cerebellar cortex_8 yrs_M_12841	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.3448
LUBIPROSTONE	DeepCoverMOA Drug Mechanisms of Action	1.0	0.41
BRD-K06203116	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.194
KH7	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.92
GSE182921_0_v_1_slit2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K84241565	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15187
GSE196962_4_v_3_parg_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CDC42EP1	Pathway Commons Protein-Protein Interactions	1.0	null
hsa-miR-298	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.965816
CRCGN016_MCF10A.TP53.M_24H:B23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.30642
H3-5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89653
EIF2S3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34724
negative regulation of gene expression, epigenetic	GO Biological Process Annotations 2025	1.0	null
184A1N4	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-1.19239
BRD-K59185421	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.54767
Fbxl10_OE_GDS4788_327_mouse_MEF fibroblast cell line	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
Rectum adenocarcinoma_READ_TCGA-DY-A1DG-01A-11R-A32Y-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
posterior (caudal) superior temporal cortex (area 22c)_26 pcw_F_12949	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.00303
NCI-H1573	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.00128
GSE138019_1_v_5_nudt12_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
L-methionine sulfoximine-4070	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
ZNF770	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.0212
PLEC	Pathway Commons Protein-Protein Interactions	1.0	null
Shu complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.079
PU.1-20176806-MACROPHAGES-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
BRD-A27080191	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09429
PMC7618676-44318_2025_631_MOESM2_ESM.xlsx-Rabbit-MYBL1_MYBL1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE114232_8_v_6_mavs_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ventrolateral prefrontal cortex_13 pcw_M_12820	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.15272
renal carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.286519
GSE200673,GSE200691_1_v_4_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MAFA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.4887
BRD-K85513726	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18035
Perturb_14493_KO_Cnot4_SRP285155	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	14.6081
BRD-K66717300	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27675
GTEX-Q2AI-1226-SM-48U14	GTEx Tissue Sample Gene Expression Profiles	1.0	1.76752
GTEX-UPJH-0126-SM-4IHLL	GTEx Tissue Sample Gene Expression Profiles	1.0	1.66585
Obstructive Azoospermia	DisGeNET Gene-Disease Associations	1.0	null
GSE68156_3_v_4_dextran_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Perturb_6258_KO_CIC_ERP108370	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	19.3979
GSE101546_2_v_1_setdb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KARPAS-45	GDSC Cell Line Gene Expression Profiles	-1.0	-1.64425
GTEX-POMQ-1226-SM-3P61F	GTEx Tissue Sample Gene Expression Profiles	1.0	0.941528
regulation of localization	GO Biological Process Annotations 2015	1.0	null
PMC10170086-41598_2023_34519_MOESM6_ESM.xlsx-Sheet3-The_overlapping_genes_between_significantly_co-expressed_genes_and_significantly_differentially_expressed_genes_of_BARX2_in_LIHC_BARX2	Rummagene Transcription Factor Associations 2026	1.0	null
CAL-51 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.626
GTEX-RNOR-2426-SM-48FDY	GTEx Tissue Sample Gene Expression Profiles	1.0	1.09005
BT-549	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.84165
HIST1H2BM	Pathway Commons Protein-Protein Interactions	1.0	null
KARPAS-45	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GTEX-R55E-2726-SM-48FCX	GTEx Tissue Sample Gene Expression Profiles	1.0	0.953435
CA14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01351
Perturb_17686_OE_HSD17B1_SRP366068	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-8.20003
GSE133516_5_v_3_kat7_human	RummaGEO Gene Perturbation Signatures	-1.0	null
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
Perturb_16540_KO_Mll1_SRP323731	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	3.61315
aceclofenac-2281	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
NANOG-20526341-ESCS-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
deferoxamine-3842	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
K562_Resminostat_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0200099
Crus II, right, lateral hemisphere	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.3768
PMC11461876-42003_2024_6975_MOESM3_ESM.xlsx-Supplementary_Data_1-Supplementary_Data_1_Differentially_Expressed_Genes_HSE_THP1_Vs_THP1_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
cerebellar cortex_3 yrs_M_12980	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.908333
EZH2	ENCODE Transcription Factor Targets	1.0	null
PMC9013128-NIHMS1795992-supplement-4.xlsx-501mel_ARID2_KO_Downregulated-Gene__name_ARID2	Rummagene Transcription Factor Associations 2026	1.0	null
Sperm flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.705
SOX2-21211035-LN229-GBM	ChEA Transcription Factor Targets 2022	1.0	null
GTEX-NL3H-0011-R7a-SM-2I3G5	GTEx Tissue Sample Gene Expression Profiles	1.0	0.866614
Gimen	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.512
lateral reticular nucleus (principal part)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.12087
Mitotic arrest phase fetal germ cell_Fetal gonad_Human	CellMarker Gene-Cell Type Associations	1.0	null
rectum	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.145574
MEG01	CCLE Cell Line Gene CNV Profiles	1.0	1.69273
K562_Pirarubicin_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0311379
BRD-K08389897	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.44379
azaperone-6151	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
BRD-K50367303	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.03323
PMC9377669-tx1c00392_si_002.xlsx-Retinol-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
Dicumarol	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.4
PMC4595011-pgen.1005555.s003.xlsx-MITF_DOWN-regulated-Ensembl_gene_id_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
K562_Panobinostat_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0202103
BRD-K54495109	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09817
occipital neocortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	2.10555
VPS33B	Pathway Commons Protein-Protein Interactions	1.0	null
mRNA_NRIP1_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
BRD-K14233531	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.71848
RET	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25825
GTEX-T2IS-3126-SM-32QPK	GTEx Tissue Sample Gene Expression Profiles	1.0	1.01384
striatum_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.956408
GTEX-XBED-2026-SM-4AT5D	GTEx Tissue Sample Gene Expression Profiles	1.0	1.76553
XIRP1	Pathway Commons Protein-Protein Interactions	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-CV-7245-01A-11R-2016-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE162739_6_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K21936026	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.07651
GSE223893_4_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
decreased testis weight	MGI Mouse Phenotype Associations 2023	1.0	null
CA4 field, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.933572
GTEX-X4XX-0011-R5A-SM-46MWN	GTEx Tissue Sample Gene Expression Profiles	1.0	0.92403
K562_Alisertib_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0195405
TE-9	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K18763924	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14776
mediodorsal nucleus of thalamus_13 yrs_F_12831	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.04442
GTEX-U8XE-0126-SM-4E3I3	GTEx Tissue Sample Gene Expression Profiles	1.0	1.86765
posteroventral (inferior) parietal cortex_12 pcw_F_12835	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.1078
betonicine-3642	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
G402	DepMap CRISPR Gene Dependency	1.0	5.26276
BRD-K13938991	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.88019
thorax	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.068232
nuclear chromosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.409869
organelle organization	GO Biological Process Annotations 2015	1.0	null
hsa-miR-337-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.965816
GSE158834_11_v_5_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE140997_2_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
striatum_23 yrs_M_12300	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.28361
PMC9894241-pnas.2211429119.sd05.xlsx-G1_REST-Dataset_S5_Differentially_expressed_genes_in_G1-G8_REST	Rummagene Transcription Factor Associations 2026	1.0	null
cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.212608
GSE148066,GSE157787_9_v_1_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
regulation of protein localization	GO Biological Process Annotations 2015	1.0	null
GSE242333_0_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
colorectal cancer cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.081024
Intercellular bridge	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.499
BRD-K95192796	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.34389
Perturb_5846_OE_Klf12_SRP304470	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	3.25578
PMC3568013-1471-2105-13-128-S5.xls-NME2-Unnamed_11_NME2	Rummagene Transcription Factor Associations 2026	1.0	null
Crus I, right, lateral hemisphere	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.83451
anterior (rostral) cingulate (medial prefrontal) cortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	2.22261
GSE239373_0_v_1_mettl3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K94766933	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.41622
BRD-K39863565	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55498
PMC9377669-tx1c00392_si_002.xlsx-DPH-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
Mesothelioma_MESO_TCGA-MQ-A4LV-01A-11R-A34F-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
protein localization to organelle	GO Biological Process Annotations 2015	1.0	null
Skin Cutaneous Melanoma_SKCM_TCGA-ER-A19H-06A-12R-A18S-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PMC6420765-12864_2019_5550_MOESM4_ESM.xlsx-R_D4_vs_D9-Row_names_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
external granular (germinal) layer of upper rhombic lip	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	2.35857
Head and Neck squamous cell carcinoma_HNSC_TCGA-BB-4223-01A-01R-1436-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Perturb_6573_KO_Gls/Mpc2_SRP338093	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	5.75785
VZ in midlateral temporal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.978952
GTEX-O5YT-2126-SM-3MJGD	GTEx Tissue Sample Gene Expression Profiles	1.0	1.74637
BMS-911543	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.26
SUGP2	Pathway Commons Protein-Protein Interactions	1.0	null
TMEM33	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K45222498	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09568
CCDC28B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17477
HEC-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
NR3C1-21868756-MCF10A-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
CRCGN017_MCF10A.WT.HP_24H:N02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.22395
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-VS-A954-01A-11R-A38B-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
HCC2270	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.36267
GSE147366_1_v_4_med13_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9643473-Table1.xls-MAF_0_005-Gene_refGenecanonical_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
hsa-miR-583	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.0155
SF767	CCLE Cell Line Gene Expression Profiles	-1.0	-1.59549
fertilization	GO Biological Process Annotations 2015	1.0	null
496100319_HIP_no dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.13788
PMC4051124-1471-2164-15-256-S11.XLSX-WES_MSMD-STAT1-Target_STAT1	Rummagene Transcription Factor Associations 2026	1.0	null
Perturb_5059_KD_Usp7_SRP235595	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	11.9774
GSE231745_1_v_0_venetoclax_human	RummaGEO Drug Perturbation Signatures	-1.0	null
pparb_23093780_pancreas_lof_mouse_gpl1261_gds4320	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	-1.0	-0.424697
localization	GO Biological Process Annotations 2015	1.0	null
EPLC-272H	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.963199
Adrenocortical carcinoma_ACC_TCGA-OR-A5KX-01A-11R-A29S-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
K562_Rucaparib_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0166373
KELLY	CCLE Cell Line Gene Expression Profiles	1.0	2.03122
UO31	BioGPS Cell Line Gene Expression Profiles	1.0	1.43209
Perturb_5204_KO_Rara/Rarb/Rarg_SRP136599	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
3-Benzotriazol-propionic acid	DeepCoverMOA Drug Mechanisms of Action	1.0	0.31
RUNX2-22187159-PCA-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
Inhibin complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.798
BRD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20301
TC32	DepMap CRISPR Gene Dependency	1.0	5.75818
GSE178340_7_v_4_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-N7MT-0011-R5a-SM-2I3G6	GTEx Tissue Sample Gene Expression Profiles	1.0	1.02554
K562_Givinostat_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0170872
A172	BioGPS Cell Line Gene Expression Profiles	-1.0	-1.74539
CRCGN014_HEPG2_3H:H09	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.82555
mRNA_SUZ12_17339329	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	-1.0	null
GSE84462,GSE84762_0_v_7_ezh2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ipratropium bromide-5823	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE206270_1_v_3_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
single-organism developmental process	GO Biological Process Annotations 2015	1.0	null
Somatic cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.648
NCI 460	BioGPS Cell Line Gene Expression Profiles	1.0	0.96453
GTEX-QVJO-0011-R5A-SM-2S1QM	GTEx Tissue Sample Gene Expression Profiles	1.0	0.996629
GSE244072_10_v_9_tfeb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SYT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13817
nucleus	COMPARTMENTS Experimental Protein Localization Evidence Scores	1.0	0.233497
GSE121824,GSE121826_0_v_8_scaf8_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100539_HIP_probable Alzheimer's disease_TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.2163
tail of caudate nucleus, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.31144
TET2_KO_GDS4287_430_mouse_CMP - bone marrow progenitor population	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
BRD-K36537572	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16451
CRCGN017_MCF10A.WT.HP_24H:P03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.38395
BRD-K69922285	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.20023
oxybutynin-6770	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Perturb_14905_KD_LIN41_SRP032743	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-8.65851
dorsal thalamus_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.844495
cerebellar cortex_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.64761
RCM-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE102505_6_v_3_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9630632-Table1.XLSX-diff_exp_genes-Group_1_vs_2_AND_Group_2_vs_3_NOT_Group_1_vs_3_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-DEG_KD_PC-Ensembl_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ME-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.90761
primary somatosensory cortex (area S1, areas 3,1,2)_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-0.987476
BRD-A19962819	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.71575
xylometazoline-7020	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
BRD-K06784595	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.70551
FBXO22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39828
TE-11	GDSC Cell Line Gene Expression Profiles	1.0	1.42207
APC	Pathway Commons Protein-Protein Interactions	1.0	null
H2BFS	Pathway Commons Protein-Protein Interactions	1.0	null
PIN1_DEPLETION_GDS4070_450_human_MDA-MB-231 breast cancer cells	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
fulvestrant_homo sapiens_gpl570_gse22533	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
hsa-miR-299-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.99187
CDC14A	Pathway Commons Protein-Protein Interactions	1.0	null
COA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42779
GTEX-PWO3-0011-R6A-SM-2I5F3	GTEx Tissue Sample Gene Expression Profiles	1.0	0.998487
Perturb_9237_KD_ENL_SRP074134	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-10.8312
BRD-K78196882	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.67466
reuniens nucleus (medioventral nucleus) of thalamus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-2.00627
tardbp_19910924_hek293e_lof_human_gpl570_gds3730	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	-1.0	-0.15375
GNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24085
BRD-K12202458	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.05495
GTEX-TKQ1-0926-SM-4DXU2	GTEx Tissue Sample Gene Expression Profiles	1.0	1.59729
GTEX-RU72-2626-SM-4GIE1	GTEx Tissue Sample Gene Expression Profiles	1.0	1.41042
Hmga1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	79.2663
PMC9643473-Table1.xls-MAF_0_005-Gene_refGeneWithVer_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K55584718	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.3415
Spermatozoon	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.822
Perturb_14906_KD_LIN41_SRP032743	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-13.8357
GSE172490_5_v_1_junb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SNU478	CCLE Cell Line Gene CNV Profiles	-1.0	-1.63684
dorsolateral prefrontal cortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.19695
HUH7	CCLE Cell Line Gene Expression Profiles	1.0	1.38369
hsa-miR-3688-3p	TargetScan Predicted Conserved microRNA Targets	1.0	0.474009
GTEX-XGQ4-2026-SM-4AT6G	GTEx Tissue Sample Gene Expression Profiles	1.0	1.76578
GSE205550,GSE205552_2_v_1_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Perturb_5039_KD_Smarca4_SRP221174	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	9.05207
hippocampus (hippocampal formation)_13 pcw_M_12888	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	0.911855
PMC5527282-ncomms16041-s3.xlsx-M_LPS_-_gene_signature-Supplementary_Data_2_Full_gene_list_of_M_LPS_-_signatures_as_defined_in_figure_3_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE137818_5_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
18803589-Table1	GeneSigDB Published Gene Signatures	1.0	null
NCI-N417	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles	1.0	null
GSE189653,GSE203344_5_v_3_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
epithelial cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.054047
Vein disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.321
cardiovascular system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.061664
genistein-382	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
terguride-5694	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE166004_5_v_6_pld1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SNU119_OVARY	CCLE Cell Line Proteomics	1.0	3.00091
GSE168676_0_v_1_dach1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE193258,GSE193259_5_v_15_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K07383982	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00556
Gonadal dysgenesis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.252
POLR2A	ENCODE Transcription Factor Targets	1.0	null
Perturb_4293_KO_Tbc1d4_SRP374413	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	7.73835
pizotifen-5491	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE88819_5_v_2_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Lung adenocarcinoma_LUAD_TCGA-75-6214-01A-41R-1949-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE242290_3_v_11_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Disorder of sexual development	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.629
colorectal cancer cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.079331
Head and Neck squamous cell carcinoma_HNSC_TCGA-CN-4739-01A-02R-1514-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
genitalia development	GO Biological Process Annotations 2015	1.0	null
FAM83H	Pathway Commons Protein-Protein Interactions	1.0	null
GSE173810_4_v_6_igf2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
STX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52375
Spermatid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.174
496100434_HIP_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.58045
GTEX-WFG7-1226-SM-4LMK2	GTEx Tissue Sample Gene Expression Profiles	1.0	0.834698
GSE217405_0_v_1_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Sarcoma_SARC_TCGA-HB-A43Z-01A-11R-A24X-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE183041_1_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DNA methylation-dependent constitutive heterochromatin formation	GO Biological Process Annotations 2025	1.0	null
synaptonemal complex organization	GO Biological Process Annotations 2025	1.0	null
CRCGN011_HEPG2_24H:K04	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.0605
MATR3	Pathway Commons Protein-Protein Interactions	1.0	null
Kidney renal papillary cell carcinoma_KIRP_TCGA-A4-8098-01A-11R-2404-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
HEL	CCLE Cell Line Gene Expression Profiles	1.0	1.52706
Flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.222
Perinuclear region of cytoplasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.03
c93	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.742
GSE100316_0_v_6_mtor_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MAP2	Pathway Commons Protein-Protein Interactions	1.0	null
ANKZF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32803
BRD-K62951188	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02913
FTC-133	COSMIC Cell Line Gene Mutation Profiles	1.0	null
CHD1_K562_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
PMC12096173-JCMM-29-e70318-s001.docx-5-AHCTF1_AHCTF1	Rummagene Transcription Factor Associations 2026	1.0	null
SG in caudal entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.902469
disease	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.245396
STK33_NOMO	MSigDB Signatures of Differentially Expressed Genes for Cancer Gene Perturbations	-1.0	null
GSE160304,GSE163392_0_v_3_zswim8_human	RummaGEO Gene Perturbation Signatures	1.0	null
kinetin-4477	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
DNA ligase IV complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.768
EID2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49305
GTEX-NL3H-0011-R5a-SM-2I3GB	GTEx Tissue Sample Gene Expression Profiles	1.0	0.946474
cell part	LOCATE Predicted Protein Localization Annotations	1.0	null
Testicular somatic cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.337
SK-LMS-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
PMC5503541-oncotarget-08-38399-s003.docx-1-TCF7L1_TCF7L1	Rummagene Transcription Factor Associations 2026	1.0	null
HESX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.6138
NOC4L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.31311
hsa-miR-3163	TargetScan Predicted Conserved microRNA Targets	1.0	0.404082
CRCGN016_MCF10A.WT.HP_24H:C19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	8.407
PL-21	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.990413
GSE153189_1_v_0_stat1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-A3-3372-01A-02R-1325-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
medial ganglionic eminence_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.47006
GSE192513,GSE192515_1_v_0_atg16l1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE234637_3_v_0_cytarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_10_v_3_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE114284_4_v_3_irf1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Prospermatogonia_Testis_Human	CellMarker Gene-Cell Type Associations	1.0	null
HIST1H2BB	Pathway Commons Protein-Protein Interactions	1.0	null
large intestine	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.1124
GSE172189_0_v_1_venetoclax_human	RummaGEO Drug Perturbation Signatures	1.0	null
regulation of nitrogen compound metabolic process	GO Biological Process Annotations 2015	1.0	null
ATG4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24013
orbital frontal cortex_19 yrs_F_12832	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-0.825434
GSE214596,GSE214598_1_v_0_rosiglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
dorsolateral prefrontal cortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.2754
cerebellar cortex_17 pcw_F_12880	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.48163
RUNX2	ChEA Transcription Factor Targets	1.0	null
HCC1806	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.94197
Amenorrhea	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.067
cerebellar cortex_13 yrs_F_12831	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.38362
GTEX-N7MS-0126-SM-3TW8O	GTEx Tissue Sample Gene Expression Profiles	1.0	1.9173
Brain Lower Grade Glioma_LGG_TCGA-HT-8010-01A-11R-2403-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PMC3568013-1471-2105-13-128-S4.xls-NME2-HGNC_NME2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K51490301	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.5604
K562_Fasudil_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0398169
GSE131649_2_v_8_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TNK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27585
ERRalpha_Deficiency_GDS2727_646_mouse_Heart	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
GSE144115_1_v_3_stag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE68156_0_v_1_dextran_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Roscovitine_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0260269
GSE214248_0_v_1_cxcl8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.097
TE441T	CCLE Cell Line Gene CNV Profiles	1.0	1.48195
H2AFZ	ENCODE Transcription Factor Targets	1.0	null
BRD-K27458941	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.1454
NCI-H630	COSMIC Cell Line Gene Mutation Profiles	1.0	null
regulation of cellular metabolic process	GO Biological Process Annotations 2015	1.0	null
MAFF	ENCODE Transcription Factor Targets	1.0	null
Liver hepatocellular carcinoma_LIHC_TCGA-CC-5263-01A-01R-A131-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K80965028	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.79421
disease of cellular proliferation	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.207912
CRCGN015_HEPG2_48H:P04	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.8798
head of caudate nucleus, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.50821
HCC60	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles	1.0	null
Skin Cutaneous Melanoma_SKCM_TCGA-EE-A2MJ-06A-11R-A18S-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
IX, left, lateral hemisphere	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.10196
OELE	CCLE Cell Line Gene Expression Profiles	-1.0	-1.61962
Crus I, left, paravermis	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.1132
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GTEX-WFJO-1126-SM-4LVLZ	GTEx Tissue Sample Gene Expression Profiles	1.0	1.21564
GSE209928_0_v_1_kmt2b_human	RummaGEO Gene Perturbation Signatures	1.0	null
Skin Cutaneous Melanoma_SKCM_TCGA-EE-A2GL-06A-11R-A18S-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE101546_3_v_5_setdb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Spermatogenic Failure	DisGeNET Gene-Disease Associations	1.0	null
SKOV3	BioGPS Cell Line Gene Expression Profiles	1.0	0.948562
COLO680N	CCLE Cell Line Gene CNV Profiles	-1.0	-1.39999
H322T	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.03135
piP-body	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.132
TMX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0667
epithelial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.063028
MKN-74	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.96141
betaxolol-3208	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Perturb_16611_KO_Np95_SRP311865	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
GSE202284,GSE202289_5_v_4_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NCIH1666_LUNG	CCLE Cell Line Proteomics	1.0	2.90632
CX-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.66621
GSE186810,GSE186813_2_v_5_furin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-PLZ6-0826-SM-3P61K	GTEx Tissue Sample Gene Expression Profiles	1.0	0.853519
BRD-K61660466	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19389
amprolium-4241	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GSE178340_5_v_3_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
VZ in superolateral temporal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.65957
III	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.901179
Brain Lower Grade Glioma_LGG_TCGA-DU-5847-01A-11R-1708-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PMC10602967-18_2023_4927_MOESM3_ESM.xlsx-DDX5_17_KD_HEK293-Unnamed_1_AR	Rummagene Transcription Factor Associations 2026	1.0	null
gland	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
Disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.834
GSE114232_10_v_11_mavs_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN015_MCF10A_48H:P05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.85545
GTEX-RM2N-1326-SM-48FCW	GTEx Tissue Sample Gene Expression Profiles	1.0	1.97614
Congenital bilateral absence of vas deferens	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.582
GSE213588_10_v_4_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Autosomal dominant disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.905
colonic cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.068832
ENKD1	Pathway Commons Protein-Protein Interactions	1.0	null
ROS50	DepMap CRISPR Gene Dependency	1.0	4.73612
NHLH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	78.7506
V, left, lateral hemisphere	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.02452
polymorphic layer of rostral subiculum	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.31474
GSE130081,GSE130082_5_v_1_neil2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BT20	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	0.703299
MGME1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54103
caudal ganglionic eminence_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.16189
GTEX-XUJ4-1526-SM-4BONU	GTEx Tissue Sample Gene Expression Profiles	1.0	1.24645
OPM-2	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Seminal vesicle	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.821
GSE232631_5_v_3_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
striatum_1 yrs_F_12830	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	0.979102
Genetic disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.905
Spermatogenic failure 15	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.038
GSE213228_2_v_0_irak2_human	RummaGEO Gene Perturbation Signatures	1.0	null
orbital frontal cortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.19733
CEBPB-26923725-CHIP-SEQ-MACROPHAGESS-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
posteroventral (inferior) parietal cortex_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.24721
rectal cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.076426
NCI-H345	COSMIC Cell Line Gene CNV Profiles	1.0	2.15316
GSE193258,GSE193259_2_v_6_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NEDD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19907
GLIS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62894
K562_Daphnetin_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.013854
EM2	CCLE Cell Line Gene Expression Profiles	1.0	1.43273
Sperm flagellum	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.018
orphenadrine-2318	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
BRD-A68949340	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09711
GSE143499_0_v_1_gata6_human	RummaGEO Gene Perturbation Signatures	1.0	null
mRNA_NR0B1_19530134	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	-1.0	null
urinary bladder	HPA Tissue Protein Expression Profiles	1.0	1.10352
BRD-K81312543	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.31901
mRNA_SETDB1_19884255	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	-1.0	null
GSE97352_3_v_2_dasatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
OCI-M2	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.21151
PRPF3	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K09711841	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.005
MAFF_K562_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
Perturb_14_Mut_Msgn1_ERP125157	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
BE-13	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-G6-A8L7-01A-11R-A37O-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
etiocholanolone-2204	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
RALY	Pathway Commons Protein-Protein Interactions	1.0	null
MOLM14	DepMap CRISPR Gene Dependency	1.0	2.51927
paromomycin-3017	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GSE189859,GSE189861_0_v_2_idh1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN017_MCF10A.WT.HP_24H:E10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	8.0196
cerebellar cortex_21 pcw_M_12886	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.92979
RILPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3996
GSE216540_10_v_6_fulvestrant_human	RummaGEO Drug Perturbation Signatures	1.0	null
PHB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83187
stratum oriens of rostral CA1	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.833026
GSE239844_7_v_2_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE111061_1_v_0_tofacitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7857731-elife-63093-supp1.xlsx-DEG_MITF-X6vsEV-SkMEL28-Unnamed_2_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
PMC5687749-pone.0188272.s005.xlsx-Supplementary_Table_3-Supplementary_Table_3_Differentially_Expressed_Genes_in_Common_between_AFX_compared_to_both_Keratinocytes_and_Fibroblasts_FOXO4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE160817_5_v_9_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN009_HEPG2_24H:D05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.59939
mediodorsal nucleus of thalamus_16 pcw_M_12879	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.884491
BRD-K78886448	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.33357
K562_Entacapone_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0179255
Lung adenocarcinoma_LUAD_TCGA-62-8395-01A-11R-2326-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
abnormal metabolism	MPO Gene-Phenotype Associations	1.0	null
HCC1937	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-1.0621
HCC2935	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.85514
GSE97352_1_v_2_dasatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K12612468	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.45346
Glycyrrhizic acid	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.47
GTEX-S7SE-0011-R6A-SM-2XCD9	GTEx Tissue Sample Gene Expression Profiles	1.0	0.871797
LAMA84	CCLE Cell Line Gene CNV Profiles	1.0	1.48125
RBM14	Pathway Commons Protein-Protein Interactions	1.0	null
PMC8046804-41467_2021_22478_MOESM11_ESM.xlsx-Del_AA-TCGA-Unnamed_35_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
CRCGN017_MCF10A.TP53.M_24H:J01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.456
hsa-miR-190	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.55165
BRD-A78042852	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.04748
decreased testis weight	MPO Gene-Phenotype Associations	1.0	null
IV	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.960848
abnormal internal male genitalia morphology	MPO Gene-Phenotype Associations	1.0	null
H2BC21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81858
homeostasis of number of cells within a tissue	GO Biological Process Annotations 2015	1.0	null
striatum_8 yrs_M_12841	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.952438
CRCGN015_MCF10A.TP53.M_24H:M07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.6527
K562_Fluorouracil_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0171207
BRD-K10157835	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.98504
GTEX-S4Z8-1226-SM-4AD6W	GTEx Tissue Sample Gene Expression Profiles	1.0	0.839887
GSE187006_3_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE224599_0_v_1_tfcp2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
male reproductive system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.345928
GSE156923_2_v_3_rbmx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_PJ34_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0305746
TEAD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3903
GSE173873_8_v_13_stra8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CCF-STTG1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
White Blood Cell Count Procedure	DisGeNET Gene-Phenotype Associations	1.0	null
CRCGN014_HEPG2_3H:B08	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.6435
TIA1_KO_GSE54418_261_mouse_midbrain	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
HUH1	CCLE Cell Line Gene CNV Profiles	-1.0	-1.47352
oxyphenbutazone-6160	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
abnormal testis weight	MPO Gene-Phenotype Associations	1.0	null
GTEX-OHPN-0011-R5A-SM-2I5FF	GTEx Tissue Sample Gene Expression Profiles	1.0	0.971619
VIPAS39	Pathway Commons Protein-Protein Interactions	1.0	null
PMC7304190-13229_2020_355_MOESM18_ESM.xlsx-Supplemental_Table_5-hNSCs_SATB2_SATB2	Rummagene Transcription Factor Associations 2026	1.0	null
Azoospermia	HuGE Navigator Gene-Phenotype Associations	1.0	null
GTEX-XGQ4-1626-SM-4AT6J	GTEx Tissue Sample Gene Expression Profiles	1.0	1.25007
Sertoli cell-only syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.414
BRD-K29728947	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14122
MAFK_HepG2_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
COLO 680N	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.3632
RPA1	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K95428783	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20031
CRCGN015_MCF10A.WT.HP_24H:G14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.50108
M07E	CCLE Cell Line Gene Expression Profiles	1.0	1.81542
BRD-K28764680	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.42445
HES5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8748
Prostate adenocarcinoma_PRAD_TCGA-FC-A8O0-01A-41R-A37L-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CRCGN012_HEPG2_24H:K01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.21475
female reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
GTEX-OIZI-0126-SM-3NB13	GTEx Tissue Sample Gene Expression Profiles	1.0	1.54802
RPL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23927
adenocarcinoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.064646
hsa-miR-4721	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.843347
regulation of double-strand break repair via homologous recombination	GO Biological Process Annotations 2025	1.0	null
GTEX-T5JW-1526-SM-4DM5E	GTEx Tissue Sample Gene Expression Profiles	1.0	1.28387
NAMALWA	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.855646
cerebellar cortex_21 pcw_M_12886	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	2.05631
PANC 08.13	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.18288
MZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.4888
GSE225869_3_v_0_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE119978,GSE180930_6_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
AKNA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20872
GTEX-XQ3S-2726-SM-4BOP2	GTEx Tissue Sample Gene Expression Profiles	1.0	1.78368
BRD-K33770771	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.18891
GTPBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50586
abnormal testis size	MPO Gene-Phenotype Associations	1.0	null
BRD-K97343426	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15792
Perturb_4559_KD_Rnf2_SRP126769	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	2.06468
bronchogenic carcinoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.377621
intracellular organelle part	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.042109
GSE110178_2_v_3_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6879454-Data_Sheet_1.xlsx-AA_disease-Unnamed_4_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
Atoh1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.2089
MV-4-11	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.93666
TAB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39415
BRD-K20071915	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.0778
HIST1H2BN	Pathway Commons Protein-Protein Interactions	1.0	null
HCC1187	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	1.64259
GTEX-QEG4-0126-SM-48TZE	GTEx Tissue Sample Gene Expression Profiles	1.0	1.71342
GSE226584,GSE226589_3_v_0_ezh2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN015_MCF10A.TP53.M_24H:P15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.08415
Spermatogenic failure 25	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.643
Lung squamous cell carcinoma_LUSC_TCGA-43-6143-01A-11R-1820-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K70843862	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.52231
PMC4595011-pgen.1005555.s001.xlsx-MITF_DOWN-regulated-Ensembl_gene_id_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
hsa-miR-2964a-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.99187
ICG-001	DeepCoverMOA Drug Mechanisms of Action	-1.0	-1.07
GSE196540,GSE196542_4_v_0_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRCA2	Pathway Commons Protein-Protein Interactions	1.0	null
organelle	LOCATE Predicted Protein Localization Annotations	1.0	null
CatSper complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.775
OE21	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-BP-4790-01A-01R-1305-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CHL-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
regulation of DNA recombination	GO Biological Process Annotations 2025	1.0	null
SR 3335	DeepCoverMOA Drug Mechanisms of Action	1.0	0.44
GSE254649_2_v_1_cstf2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE106661,GSE106665_2_v_3_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9035581-HEP4-6-1157-s002.docx-3-Supplementary_Table_S5_Gene_expression_signature_of_endogenous_FOXS1_silencing_in_SNU-449_cells_FOXS1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K79228133	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.62435
SG in primary auditory cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.8814
Organ system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.362
BRD-K95952081	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.52013
K562_Mercaptopurine_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0199044
BRD-K39342915	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.75449
BC-3	COSMIC Cell Line Gene Mutation Profiles	1.0	null
MEL-JUSO	COSMIC Cell Line Gene Mutation Profiles	1.0	null
VZ in ventromedial extrastriate cortex (VP)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.868976
GSE247862,GSE247863_4_v_1_eomes_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Famotidine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
pyrantel-2260	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Partial androgen insensitivity syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.035
PDCD7	Pathway Commons Protein-Protein Interactions	1.0	null
SNU-182	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.74661
vascular system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.057628
PMC9377669-tx1c00392_si_002.xlsx-Methicilin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
RNPC3	Pathway Commons Protein-Protein Interactions	1.0	null
LRRFIP2	Pathway Commons Protein-Protein Interactions	1.0	null
GSE223893_2_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN017_MCF10A.TP53.M_24H:K23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.9055
metixene-2451	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Gonadal disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.538
Small Testicle	DisGeNET Gene-Phenotype Associations	1.0	null
UACC893	DepMap CRISPR Gene Dependency	1.0	4.9976
hsa-miR-548a-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.880544
GSE102505_5_v_3_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LS180	CCLE Cell Line Gene Expression Profiles	-1.0	-1.4964
BRD-K56106571	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.54001
imatinib_homo sapiens_gpl96_gds3043	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE106170_1_v_0_nap1l3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Perturb_15968_KO_Gata3_SRP357829	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	5.33752
pirlindole-5497	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
EZH2_myotube_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
spiradoline-4375	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
metoclopramide-4285	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE180200,GSE180201_2_v_9_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Atrovastatin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
Perturb_7260_KD_EP300_SRP193326	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
Meiotic cohesin complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.436
GSE210101,GSE210114_0_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
hsa-miR-451b	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.0155
BRD-K80469338	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.69465
Skin Cutaneous Melanoma_SKCM_TCGA-ER-A19G-06A-11R-A18U-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Polar nucleus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.645
K562_Altretamine_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0148189
endometrium	HPA Tissue Gene Expression Profiles	1.0	1.55241
GSE147876,GSE147877_2_v_8_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K34209560	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.43166
BRD-K85527716	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.75221
DPF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1783
MT-4 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.72
SK-MEL-24	GDSC Cell Line Gene Expression Profiles	-1.0	-1.43979
Nervous system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.959
Liver hepatocellular carcinoma_LIHC_TCGA-DD-A114-01A-11R-A131-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-EK-A3GK-01A-11R-A213-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
amoxicillin-5385	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
DMRT1	ChEA Transcription Factor Targets	1.0	null
hsa-miR-3157-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.921135
BRD-K22800340	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.86562
PMC9270251-mmc2.xlsx-2_Filtered_DEGs_Control_vs_KD_2-Gene_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ventrolateral prefrontal cortex_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.07866
BRD-K57782577	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55383
Seminiferous tubule	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.019
SUP-B8	COSMIC Cell Line Gene Mutation Profiles	1.0	null
parataenial nucleus of thalamus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.95062
SETX	Pathway Commons Protein-Protein Interactions	1.0	null
GTEX-S341-1026-SM-4AD71	GTEx Tissue Sample Gene Expression Profiles	1.0	1.25096
hsa-miR-548e	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.921135
GSE169152_3_v_2_ibrutinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NCIH522	CCLE Cell Line Gene CNV Profiles	-1.0	-1.33439
cerebellar cortex_4 yrs_M_12298	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.40973
Anamorelin	DeepCoverMOA Drug Mechanisms of Action	1.0	0.6
Central element	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.927
anterior (rostral) cingulate (medial prefrontal) cortex_37 pcw_M_263195015	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.31031
parietal neocortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.980572
Head and Neck squamous cell carcinoma_HNSC_TCGA-CN-5374-01A-01R-1436-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GTEX-SNMC-1026-SM-4DM7K	GTEx Tissue Sample Gene Expression Profiles	1.0	1.94668
Pheochromocytoma and Paraganglioma_PCPG_TCGA-QR-A70Q-01A-13R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE203060_0_v_2_kdm4c_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE231648_4_v_2_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE88819_1_v_12_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE216538_1_v_3_mrs2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE110268_2_v_3_foxd1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
K562_Thalidomide_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0145736
inner SZ in superolateral temporal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.2144
HS 940.T	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.28588
GSE242083,GSE242098_3_v_5_med1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
bromopride-2182	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
DMS53	CCLE Cell Line Gene CNV Profiles	-1.0	-1.49183
regulation of primary metabolic process	GO Biological Process Annotations 2015	1.0	null
BRD-K18176829	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.42183
GSE184902_3_v_0_adipor1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ESRRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14639
GTEX-UPK5-2126-SM-4JBJK	GTEx Tissue Sample Gene Expression Profiles	1.0	1.14605
PK-8	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	2.28341
NCI-H1781	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.1531
Tacrine	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.28
NFKB2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.4297
GTEX-XMD1-0011-R5A-SM-4AT47	GTEx Tissue Sample Gene Expression Profiles	1.0	1.08764
GSE164757,GSE164759_1_v_2_trametinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K65875972	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.39182
BRD-K82460510	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09287
preoptic	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	-1.0	-2.11527
Perturb_744_KD_RASSF2_SRP233387	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
BL262 (MCM6)	NURSA Protein Complexes	1.0	null
ZNF519	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06402
RB1CC1	Pathway Commons Protein-Protein Interactions	1.0	null
OVK-18	COSMIC Cell Line Gene Mutation Profiles	1.0	null
intracellular membrane-bounded organelle	COMPARTMENTS Experimental Protein Localization Evidence Scores	1.0	0.233497
PMC9377669-tx1c00392_si_002.xlsx-Valproic_Acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ANXA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03282
YLPM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4027
BRD-K51234905	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00229
leflunomide-6102	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
BRD-K69960043	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11483
GSE102505_1_v_0_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Perturb_12597_KD_Gatad2b_SRP366371	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-3.43354
GSE214161,GSE214233_0_v_2_zmym2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
VMRCRCW	CCLE Cell Line Gene CNV Profiles	-1.0	-1.32264
Pancreatic adenocarcinoma_PAAD_TCGA-HZ-8638-01A-11R-2404-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
wt1_17420277_e11dot5_urogenital_ridge_lof_mouse_gpl1524_gds2747	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	-1.0	-0.301301
GTEX-OHPK-2026-SM-3MJH7	GTEx Tissue Sample Gene Expression Profiles	1.0	1.08606
arrest of spermatogenesis	MPO Gene-Phenotype Associations	1.0	null
Meiotic prophase fetal germ cell_Fetal gonad_Human	CellMarker Gene-Cell Type Associations	1.0	null
GSE196540,GSE196542_2_v_0_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K05246869	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.7225
GSE119978,GSE180930_6_v_8_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Liver hepatocellular carcinoma_LIHC_TCGA-CC-5264-01A-01R-A131-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
NCI-H23	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE156923_2_v_1_rbmx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Paroxetine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
CRCGN015_MCF10A_48H:G01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.8764
Perturb_16308_KO_BUD31_SRP335732	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	15.3909
Kidney renal clear cell carcinoma_KIRC_TCGA-B0-4710-01A-01R-1503-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Prostate adenocarcinoma_PRAD_TCGA-KK-A59Z-01A-12R-A26U-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE175787_5_v_2_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148066,GSE157787_5_v_10_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
central nucleus, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.879702
medial ganglionic eminence_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.66857
BANF1	Pathway Commons Protein-Protein Interactions	1.0	null
MONOMAC1	CCLE Cell Line Gene Expression Profiles	1.0	1.42081
cellular macromolecule localization	GO Biological Process Annotations 2015	1.0	null
GSE246184,GSE246195_0_v_1_sin3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
hippocampus (hippocampal formation)_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	3.4231
GTEX-PWO3-0011-R8A-SM-2I5GD	GTEx Tissue Sample Gene Expression Profiles	1.0	0.835449
Skin Cutaneous Melanoma_SKCM_TCGA-FW-A5DX-01A-11R-A27Q-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GTEX-NPJ8-0011-R8a-SM-2HMLG	GTEx Tissue Sample Gene Expression Profiles	1.0	1.01446
GSE173910,GSE173917_1_v_0_morc3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TrigeminalGanglion	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-0.961244
GSE138001_2_v_4_rorb_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
STK33	MSigDB Signatures of Differentially Expressed Genes for Cancer Gene Perturbations	-1.0	null
Endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
OCI-LY-19	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Embryonic germ cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.372
CRCGN015_MCF10A_48H:G05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.40515
CRCGN016_MCF10A.TP53.M_24H:L10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.02028
GTEX-U3ZM-1626-SM-4DXSK	GTEx Tissue Sample Gene Expression Profiles	1.0	1.90746
HIRA	Pathway Commons Protein-Protein Interactions	1.0	null
Acute Myeloid Leukemia_LAML_TCGA-AB-2901-03A-01T-0735-13	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
mammalian phenotype	MPO Gene-Phenotype Associations	1.0	null
clioquinol-3084	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE147876,GSE147877_2_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
quercetin-4846	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Sensory system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.959
BRD-K48221699	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.37017
GSE246911,GSE246913_4_v_1_arid1a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6932815-ppat.1007634.s015.xlsx-ST5_DGE_ELF1-R8AvIFN48-mock_lfc-ensembl_gene_id_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K27680690	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.34408
CRCGN015_HEPG2_48H:J16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.64061
GSE88819_1_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RELB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.2985
BRD-K63584084	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.85817
pituitary	GTEx Tissue Gene Expression Profiles	1.0	1.11425
L-428	COSMIC Cell Line Gene Mutation Profiles	1.0	null
CRCGN016_MCF10A.WT.HP_24H:M01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.48456
K562_Meprednisone_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0169843
posterior (caudal) superior temporal cortex (area 22c)_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.0882
GSE160304,GSE163392_7_v_3_zswim8_human	RummaGEO Gene Perturbation Signatures	1.0	null
K562_JNJ-26854165_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0170816
orbital frontal cortex_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-2.27917
BRD-K97391170	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19159
HEY1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.9108
K562_Entinostat_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0268392
endometrium_5a	HPA Tissue Sample Gene Expression Profiles	1.0	0.875561
BRD-K78596805	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.57912
BRD-K97707303	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.28053
VZ in posteror frontal cortex (motor cortex)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.933644
Skin Cutaneous Melanoma_SKCM_TCGA-FS-A1ZR-06A-21R-A18U-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K98876398	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	5.11586
GTEX-QVUS-0011-R1A-SM-3GAD2	GTEx Tissue Sample Gene Expression Profiles	1.0	1.00543
V	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.04911
BRD-K76672145	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.30682
SECISBP2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01086
GTEX-R55C-1426-SM-48FED	GTEx Tissue Sample Gene Expression Profiles	1.0	1.82766
SNRPB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34915
tissues, cell types and enzyme sources	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.220831
Male reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GTEX-U3ZH-1526-SM-4DXV1	GTEx Tissue Sample Gene Expression Profiles	1.0	1.54328
homologous chromosome pairing at meiosis	GO Biological Process Annotations 2025	1.0	null
Perturb_1169_KD_CBFB_ERP128097	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
cerebellar cortex_17 pcw_F_12880	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.05023
Spermatogenic failure	ClinVar Gene-Phenotype Associations 2025	1.0	null
U-87-MG	GDSC Cell Line Gene Expression Profiles	-1.0	-1.79446
dorsolateral prefrontal cortex_10 mos_M_12977	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.53806
GSE180200,GSE180201_3_v_9_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Medium chain acyl-CoA dehydrogenase deficiency	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.017
Skin Cutaneous Melanoma_SKCM_TCGA-GF-A2C7-01A-11R-A18T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Neurod2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	42.0869
GSE231648_0_v_5_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Dextrometh-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K75360899	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.96908
H3K36me3_testis_mm9_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
Nr1h2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.2088
abnormal male genitalia morphology	MPO Gene-Phenotype Associations	1.0	null
H2BC13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14032
DES_KO_GDS4804_171_mouse_young skeletal muscles	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
GSE200839,GSE233826_3_v_0_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SARS-CoV MA15_Day4_None_GSE49263	GEO Signatures of Differentially Expressed Genes for Viral Infections	-1.0	-1.63633
HCC70	COSMIC Cell Line Gene CNV Profiles	-1.0	-3.24687
PMC5291205-srep41905-s3.xlsx-LPS_datasets_gmx-Unnamed_2_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
SU-DHL-4	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.28588
GSE246716_0_v_1_trappc1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-P78B-1926-SM-3P616	GTEx Tissue Sample Gene Expression Profiles	1.0	0.903402
Cell Cycle	Reactome Pathways 2024	1.0	null
GSE142684_4_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
hippocampus (hippocampal formation)_12 pcw_F_12835	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.75509
LS411N	DepMap CRISPR Gene Dependency	1.0	7.14328
GSE120413,GSE120447_4_v_5_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-XMD1-0011-R8A-SM-4AT48	GTEx Tissue Sample Gene Expression Profiles	1.0	0.888942
GSE187006_3_v_1_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
MDAMB361	DepMap CRISPR Gene Dependency	1.0	8.65901
GSE198165,GSE198166_8_v_10_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Increased Circulating Gonadotropin Level	DisGeNET Gene-Phenotype Associations	1.0	null
GSE131588,GSE131690_1_v_0_setd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
dactinomycin_homo sapiens_gpl7172_gse12459	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
HCC12	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.36933
GSE189859,GSE189861_4_v_2_idh1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Perturb_17486_KO_Otub2_SRP314435	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	3.02379
smooth muscle	HPA Tissue Gene Expression Profiles	1.0	1.39766
PMC8494348-pone.0257161.s002.xlsx-only_D20_-_OXT_NOT_ext-Gene_Name_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
TPBGL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51559
RRP36	Pathway Commons Protein-Protein Interactions	1.0	null
body of caudate nucleus, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	2.01707
hsa-miR-335	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.809003
Artery - Coronary	GTEx Tissue Gene Expression Profiles 2023	1.0	2.77746
dimethadione-5668	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
496100576_HIP_dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.17038
496100338_HIP_probable Alzheimer's disease_no TBI_79_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.31163
GTEX-TKQ2-1526-SM-4DXUN	GTEx Tissue Sample Gene Expression Profiles	1.0	1.8004
connective tissue	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.05424
BRD-K26399271	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02193
GSE205163,GSE205164_2_v_0_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE137177_2_v_0_folic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
dacarbazine-4480	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
Acrosomal vesicle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.753
BRD-K12705251	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.03529
PMC7291745-12967_2020_2407_MOESM2_ESM.xlsx-Table_S1D_CCF_pairs-locus_PITX1	Rummagene Transcription Factor Associations 2026	1.0	null
K562_EED226_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0181638
salivarygland	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	1.0	2.09859
PMC4773428-ncomms10751-s5.xlsx-S_Table_4-Supplementary_Data_4_RUNX1_responsive_genes_in_the_presence_and_absence_of_estradiol_E2_in_MCF7_cells_FC_1_5_p_0_05_RUNX1	Rummagene Transcription Factor Associations 2026	1.0	null
KCL-22	COSMIC Cell Line Gene Mutation Profiles	1.0	null
HOP-62	COSMIC Cell Line Gene Mutation Profiles	1.0	null
precommissural nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.64793
RUSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09543
GSE261563_9_v_1_atrx_human	RummaGEO Gene Perturbation Signatures	1.0	null
PHF5A	Pathway Commons Protein-Protein Interactions	1.0	null
kidney cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.218715
cerebellar cortex_3 yrs_F_12836	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-2.04151
LGE-VZ border region	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.81591
GSE87404,GSE87812_1_v_3_hoxa9_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE192689_0_v_1_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE210101,GSE210114_2_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
striatum_21 pcw_F_12365	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.96232
GTEX-T5JC-0011-R7A-SM-32PME	GTEx Tissue Sample Gene Expression Profiles	1.0	0.856601
Perturb_13689_KD_TFEB_SRP033784	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	14.2919
HDLM2	CCLE Cell Line Gene Expression Profiles	1.0	1.67616
SuperiorCervicalGanglion	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	1.55362
D-263MG	COSMIC Cell Line Gene Mutation Profiles	1.0	null
intracellular	COMPARTMENTS Experimental Protein Localization Evidence Scores	1.0	0.233497
Megasporocyte nucleus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.644
inner portion of medial ganglionic eminence	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.35328
Body Height	dbGAP Gene-Trait Associations	1.0	0.476696
urinary bladder cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.295492
HIST1H2BA	Pathway Commons Protein-Protein Interactions	1.0	null
GSE166004_5_v_4_pld1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210580_0_v_1_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
intracellular membrane-bounded organelle	GO Cellular Component Annotations 2023	1.0	null
K562_Cimetidine_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0319918
VZ in caudal subicular cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	2.1512
Male reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
BRD-K87082948	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.33142
K562_AG-14361_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0244642
GSE183890_7_v_10_ifitm3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100381_HIP_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.16942
androsterone-5696	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
DOK	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Perturb_17225_KD_SOX2_ERP128142	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
body of caudate nucleus, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.47658
Bladder Urothelial Carcinoma_BLCA_TCGA-FD-A3NA-01A-11R-A21D-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CRCGN015_MCF10A_48H:H22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.98307
DNAJA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09504
GSE147943_4_v_6_cited2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NALM-6	COSMIC Cell Line Gene Mutation Profiles	1.0	null
decreased male germ cell number	MPO Gene-Phenotype Associations	1.0	null
endometrium_4b	HPA Tissue Sample Gene Expression Profiles	1.0	1.09161
7-aminocephalosporanic acid-4826	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE205163,GSE205164_5_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-A14098586	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.32472
CRCGN011_HEPG2_24H:E16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.13945
GSE159893_2_v_0_genistein_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K34524418	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.29273
reproductive structure development	GO Biological Process Annotations 2015	1.0	null
K562_AZ 960_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0153824
Synaptonemal complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.41
cerebellar cortex_15 yrs_M_12299	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-2.26039
CRCGN015_MCF10A.TP53.M_24H:B10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.4028
RBPJ-21746931-IB4-LCL-HUMAN	ChEA Transcription Factor Binding Site Profiles	1.0	null
solanine-2152	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE210655_3_v_7_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
doxylamine-4235	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GTEX-TML8-0926-SM-4DXSJ	GTEx Tissue Sample Gene Expression Profiles	1.0	1.04387
PMC7069022-Table_1.xlsx-MYCN_Cor_Microarray_Analysis-GENE_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10149505-41392_2023_1393_MOESM2_ESM.xlsx-CPCMR-Hugo_Symbol_MEIS2	Rummagene Transcription Factor Associations 2026	1.0	null
skbr3	HPA Cell Line Gene Expression Profiles	-1.0	-1.05471
SNU61	CCLE Cell Line Gene CNV Profiles	-1.0	-1.79436
abnormal gametogenesis	MPO Gene-Phenotype Associations	1.0	null
RRAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27511
GSE88819_6_v_12_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SBC5	CCLE Cell Line Gene Expression Profiles	1.0	1.59579
carcinoma cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.05498
GTEX-T6MN-0011-R4A-SM-32QPG	GTEx Tissue Sample Gene Expression Profiles	1.0	1.03599
RT-4 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.54
BRMS1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16362
epirizole-5995	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
VZ in subcallosal region	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.0664
GTEX-R55F-0011-R6A-SM-2TF4L	GTEx Tissue Sample Gene Expression Profiles	1.0	0.900911
rt4	HPA Cell Line Gene Expression Profiles	-1.0	-1.05471
NCI-H2009	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.05916
Pachytene cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.326
male infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.844621
GSE186810,GSE186813_3_v_5_furin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
COLO-678	COSMIC Cell Line Gene Mutation Profiles	1.0	null
layer III of rostral entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.976872
BRD-K46619710	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07608
GSE192870_2_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-CV-7440-01A-11R-2132-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE213153_1_v_0_ulixertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K85362541	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.39791
GSE233647_2_v_3_docetaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_SNS-314 Mesylate_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0237492
BRD-K26402831	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07248
primary auditory cortex (core)_4 yrs_M_12298	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.1078
parietal neocortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.10408
nasopharynx	HPA Tissue Protein Expression Profiles	1.0	1.10352
GTEX-X5EB-2026-SM-4E3KA	GTEx Tissue Sample Gene Expression Profiles	1.0	1.92048
GSE220629_0_v_1_foxp3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_10_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE184902_3_v_0_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K11643336	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.1224
VIIB, right, lateral hemisphere	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.15381
arcuate nucleus of the hypothalamus, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.98394
THP1	CCLE Cell Line Gene CNV Profiles	1.0	1.43786
GSE210093_0_v_2_taf15_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SNU-387	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Lung squamous cell carcinoma_LUSC_TCGA-77-7139-01A-11R-2045-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Eye disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.959
synaptonemal complex organization	GO Biological Process Annotations 2015	1.0	null
HT144SKINFV1	DepMap CRISPR Gene Dependency	1.0	9.36247
hsa-miR-3619-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.13535
NCI-H2196	COSMIC Cell Line Gene Mutation Profiles	1.0	null
cellular phenotype	MPO Gene-Phenotype Associations	1.0	null
hsa-miR-500a	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.965816
Drug-Induced Liver Injury	CTD Gene-Disease Associations	1.0	1.29688
KDM5A	ENCODE Transcription Factor Targets	1.0	null
BRD-K89811208	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02511
Perturb_12902_KD_ZBP1_SRP298473	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
BRD-K05127596	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.65142
PMC6335596-mmc2.xlsx-RNA-seq_Day_12_GATA6_Het-Genes_significantly_differentially_expressed_between_H9_and_GATA6_4ins_at_day_12_in_RNA-seq_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
negative regulation of transposition	GO Biological Process Annotations 2023	1.0	null
GSE239844_1_v_10_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Genetic Predisposition to Disease	HuGE Navigator Gene-Phenotype Associations	1.0	null
BRD-K63997411	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.2529
BRD-K35975002	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.37134
GSE172490_5_v_3_junb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-Q2AG-0011-R5A-SM-2HMJH	GTEx Tissue Sample Gene Expression Profiles	1.0	0.990312
Chiasma	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.16
Head and Neck squamous cell carcinoma_HNSC_TCGA-CR-7385-01A-11R-2016-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE203060_0_v_1_kdm4c_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SU-DHL-6	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.831282
stratum pyramidale of rostral CA2	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.881103
male reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.691495
RUNX1_KO_GDS1511_251_mouse_Embryos at E12	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
Sarcoma_SARC_TCGA-FX-A76Y-01A-11R-A355-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
POU5F1	ChEA Transcription Factor Targets	1.0	null
chinese	GeneRIF Biological Term Annotations	1.0	null
Spermatogenic failure 9	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.068
MYCN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.8567
BRD-K60255752	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.10616
PMC6718408-41467_2019_11884_MOESM9_ESM.xlsx-YAP1_RELA_DEGs_mice_human-Human_Gene_RELA	Rummagene Transcription Factor Associations 2026	1.0	null
GSE213588_10_v_11_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
valproic acid_mus musculus_gpl6246_gse23956	GEO Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
BRD-K73319967	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12893
Normocytic anemia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.114
GTEX-WZTO-3026-SM-3NMA2	GTEx Tissue Sample Gene Expression Profiles	1.0	1.15647
trans-Golgi network membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.602
BRD-K05977380	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.66913
GTEX-OOBK-2126-SM-3LK5T	GTEx Tissue Sample Gene Expression Profiles	1.0	2.03511
CRCGN015_HEPG2_48H:J10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.29698
21205295-TableS1	GeneSigDB Published Gene Signatures	1.0	null
BRD-K56149020	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.80136
male reproductive gland	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
BRD-A68175400	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.85085
Perturb_5323_KD_Hif1a_SRP386119	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
GSE145311_0_v_2_glutathione_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Alendronate sodium trihydrate_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0229992
STAT4-19710469-TH1 cell mouse-mouse	ChEA Transcription Factor Binding Site Profiles	1.0	null
testis_7b	HPA Tissue Sample Gene Expression Profiles	1.0	1.22012
locus ceruleus, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	2.01664
GSE216043_10_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Perinuclear theca	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.555
hsa-miR-1273d	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.07142
GSE169205_3_v_5_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE110248_1_v_6_romidepsin_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K02979518	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.54143
GSE185163_5_v_2_clic4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
chromosome organization involved in meiosis	GO Biological Process Annotations 2015	1.0	null
GSE128730_3_v_2_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
meiotic nuclear division	GO Biological Process Annotations 2015	1.0	null
GSE239844_7_v_10_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CA3 field, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.995972
NCI-H747	GDSC Cell Line Gene Expression Profiles	-1.0	-2.33303
GSE234647_0_v_2_regorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
phensuximide-3521	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GTEX-WH7G-1926-SM-4LVMM	GTEx Tissue Sample Gene Expression Profiles	1.0	1.7133
Skin Cutaneous Melanoma_SKCM_TCGA-FR-A726-01A-11R-A32P-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
posteroventral (inferior) parietal cortex_37 pcw_M_263195015	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.0882
cell	COMPARTMENTS Experimental Protein Localization Evidence Scores	1.0	0.233497
BRD-K42966513	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.52568
GSE157383_6_v_1_abemaciclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SCLC-21H	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.19665
Perturb_17345_KO_E4bp4_SRP165985	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	11.634
fh152	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.561
496100383_HIP_no dementia_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.20686
regulation of biological quality	GO Biological Process Annotations 2015	1.0	null
IM-95	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.58536
hsa-miR-548x	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.20993
CAV1_Deficiency_GDS3551_559_mouse_Hearts	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
GTEX-TKQ1-0526-SM-4DXTG	GTEx Tissue Sample Gene Expression Profiles	1.0	1.04834
PMC11960529-mmc4.xlsx-Ventricular_ZNF711_KOoverCT-gene_ZNF711	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9270251-mmc2.xlsx-4_Filtered_DEGs_Control_vs_KD_3-Gene_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
central glial substance	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.36079
GSE88819_6_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9558712-Data_Sheet_2.xlsx-POU3F4_p_C327X_vs_POU3F4_WT-gene_name_POU3F4	Rummagene Transcription Factor Associations 2026	1.0	null
anterior (rostral) cingulate (medial prefrontal) cortex_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-0.847442
19605494-TableS1	GeneSigDB Published Gene Signatures	1.0	null
Adrenocortical carcinoma_ACC_TCGA-OR-A5JP-01A-11R-A29S-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE175787_11_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Fedratinib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0146268
GTEX-XXEK-0526-SM-4BRWD	GTEx Tissue Sample Gene Expression Profiles	1.0	1.27193
AR-20517297-VCAP-HUMAN	ChEA Transcription Factor Binding Site Profiles	1.0	null
Gonocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.956
CRCGN015_HEPG2_48H:J22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.5986
hsa-miR-3074-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.7397
GSE165548_2_v_4_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
EGR4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	63.898
Fbxl10_OE_GDS4788_580_mouse_fibroblast cell line	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
16818636-TableS2	GeneSigDB Published Gene Signatures	1.0	null
GTEX-WWYW-0011-R6A-SM-3NB3G	GTEx Tissue Sample Gene Expression Profiles	1.0	1.03513
SG in ventrolateral prefrontal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.15324
regulation of dna repair	GO Biological Process Annotations 2015	1.0	null
UPF1	Pathway Commons Protein-Protein Interactions	1.0	null
NCIH1092	CCLE Cell Line Gene Expression Profiles	1.0	1.37917
MUS81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10722
GSE213588_9_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Teriflunomide-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K30491662	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.43788
GSE147876,GSE147877_4_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE88819_7_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-DS-A1OB-01A-11R-A14Y-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
JHH4	DepMap CRISPR Gene Dependency	1.0	2.17415
single-organism organelle organization	GO Biological Process Annotations 2015	1.0	null
GTEX-T5JC-1926-SM-4DM6Q	GTEx Tissue Sample Gene Expression Profiles	1.0	1.01955
trochlear nucleus, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.841725
GSE147943_0_v_3_cited2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
K562_AG-14361_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0171417
CMK86	CCLE Cell Line Gene Expression Profiles	1.0	1.92261
Perturb_15826_OE_Nrf2_SRP291725	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	11.0826
BRD-K08751619	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.20666
Multiple synostoses syndrome 1	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.715
male meiosis	GO Biological Process Annotations 2015	1.0	null
THP-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.36933
Huntington's Disease_CNS - Brain (MMHCC)_GSE857	GEO Signatures of Differentially Expressed Genes for Diseases	1.0	1.07565
HCC1428	CCLE Cell Line Gene CNV Profiles	-1.0	-2.29058
Seminiferous epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.464
GSE158834_11_v_5_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
rara_21299862_mcf7_lof_human__gds4065	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	-1.0	-0.46709
VZ in lateral temporal-occipital cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.2648
inferior olivary complex, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.842277
IGHMBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02137
VIIIA, left, lateral hemisphere	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.843483
RUNX1-22897851-JUKARTE6-1-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
ventrolateral prefrontal cortex_4 yrs_M_12298	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-0.886458
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-EA-A50E-01A-21R-A26T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
K562_Hesperadin_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0246686
LMCD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32205
NCI-H2030	COSMIC Cell Line Gene Mutation Profiles	1.0	null
VZ in rostral cingulate neocortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.839359
NR3C1	ChEA Transcription Factor Targets	1.0	null
pentetic acid-3049	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
Perturb_13143_KO_Tug1_SRP176442	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-5.68396
GSE158834_11_v_3_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE129186,GSE129223_0_v_1_aicda_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CRCGN011_HEPG2_24H:G14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.6629
Female reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.194
NCI-H920	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.972903
TAF15	Pathway Commons Protein-Protein Interactions	1.0	null
GI1	CCLE Cell Line Gene CNV Profiles	1.0	1.532
septal organ	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	1.0	1.23748
membrane-bounded organelle	COMPARTMENTS Experimental Protein Localization Evidence Scores	1.0	0.233497
SCHNEIDER-2 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.553
NCI-H23	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles	1.0	null
BRD-K37780492	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.24569
ct96	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.963
dorsolateral prefrontal cortex_1 yrs_F_12830	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.15358
GTEX-XPT6-0001-SM-4B64G	GTEx Tissue Sample Gene Expression Profiles	1.0	0.986927
smoothmuscle_8a	HPA Tissue Sample Gene Expression Profiles	1.0	1.21528
GTEX-WL46-3026-SM-3LK7Z	GTEx Tissue Sample Gene Expression Profiles	1.0	1.19696
MAFK_HepG2_hg19_2	ENCODE Transcription Factor Binding Site Profiles	1.0	null
K562_Zileuton_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0170373
RBMS1	Pathway Commons Protein-Protein Interactions	1.0	null
KARPAS-620	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.14416
factors	GeneRIF Biological Term Annotations	1.0	null
46 XX gonadal dysgenesis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.196
methocarbamol-2274	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE214823,GSE214824_5_v_7_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
XPC	Pathway Commons Protein-Protein Interactions	1.0	null
hsa-miR-219-2-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.843347
animal	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.22415
RBM39_02_111	KnockTF Gene Expression Profiles with Transcription Factor Perturbations	-1.0	-0.59561
GTEX-XAJ8-0326-SM-47JYI	GTEx Tissue Sample Gene Expression Profiles	1.0	1.32871
seminal vesicle	HPA Tissue Protein Expression Profiles	1.0	1.10352
GSE87862_0_v_1_mov10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
primary somatosensory cortex (area S1, areas 3,1,2)_21 pcw_F_12365	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.01514
NCI-SNU-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
inner SZ in posterior parahippocampal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.6065
PMC5651844-41467_2017_1173_MOESM4_ESM.xlsx-sheet_1-Supplementary_Data_1_Down_regulated_genes_in_YEATS2_KD_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
COLO684	CCLE Cell Line Gene CNV Profiles	1.0	1.78122
GSE149769_1_v_0_nlrp12_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE131425_2_v_0_arg2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K25646425	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.35382
CRCGN015_HEPG2_48H:O11	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.52767
bmi1_17452456_medulloblastoma_lof_human_gpl570_gds2724	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	-1.0	-0.020715
GSE220693_1_v_0_cgas_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE159937_2_v_0_tfcp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Ovarian disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.243
Kidney renal papillary cell carcinoma_KIRP_TCGA-BQ-5885-01A-11R-1592-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
monastrol-605	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
small intestine	HPA Tissue Protein Expression Profiles	1.0	1.10352
synaptonemal complex organization	GO Biological Process Annotations 2023	1.0	null
GSE146982_4_v_6_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K88658905	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12825
benzbromarone-1291	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
BRD-K95343362	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.8596
HCC38	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-0.789314
homeostatic process	GO Biological Process Annotations 2015	1.0	null
GTEX-QLQW-1026-SM-447A9	GTEx Tissue Sample Gene Expression Profiles	1.0	1.64952
GSE189653,GSE203344_4_v_3_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.129
stratum radiatum of rostral CA1	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.842697
Head and Neck squamous cell carcinoma_HNSC_TCGA-DQ-7594-01A-11R-2232-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GTEX-U4B1-1526-SM-4DXSL	GTEx Tissue Sample Gene Expression Profiles	1.0	1.8705
Kidney renal clear cell carcinoma_KIRC_TCGA-CZ-5463-01A-01R-1503-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K34858602	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.03539
NFYC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05984
Perturb_14216_KO_Igf1r_SRP081104	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-5.13496
GSE158834_10_v_4_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
TCF20	Pathway Commons Protein-Protein Interactions	1.0	null
cellular component assembly	GO Biological Process Annotations 2023	1.0	null
GC-1 spg cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.516
K562_2-Methoxyestradiol_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0190859
GSE216413_1_v_0_gata3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
striatum_37 yrs_M_12303	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.91216
ventricular (matrix) zone of pons	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.953418
PPARD_KO_GDS4320_619_mouse_Pancreas	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
mRNA_EOMES_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
hsa-miR-3671	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.0155
striatum_19 yrs_F_12832	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.404
NARF	Pathway Commons Protein-Protein Interactions	1.0	null
CCDC77	Pathway Commons Protein-Protein Interactions	1.0	null
hexylcaine-5768	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
hippocampus (hippocampal formation)_13 pcw_F_12834	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	0.93975
cellular process	GO Biological Process Annotations 2015	1.0	null
H3K27me3_Skeletal Muscle	Roadmap Epigenomics Histone Modification Site Profiles	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Levothyrox-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
HO-1-N-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
CCF-STTG1	GDSC Cell Line Gene Expression Profiles	-1.0	-1.93711
BRD-K18623962	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.23144
GSE240468_3_v_2_nfyc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE239844_4_v_5_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
abnormal double-strand DNA break repair	MGI Mouse Phenotype Associations 2023	1.0	null
Perturb_13248_OE_Med24_SRP201000	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-4.67272
BRD-K97067262	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.17488
GSE216394_2_v_0_pfkp_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-A17120244	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.21805
Nuclear RNA-directed RNA polymerase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.724
inferolateral temporal cortex (area TEv, area 20)_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	0.899063
Lymphoid Neoplasm Diffuse Large B-cell Lymphoma_DLBC_TCGA-GS-A9TW-01A-11R-A38C-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
regulation of double-strand break repair	GO Biological Process Annotations 2025	1.0	null
TCF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.4802
ZR751	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	0.900398
GSE149035_1_v_5_hepacam_human	RummaGEO Gene Perturbation Signatures	1.0	null
PCMTD2	Pathway Commons Protein-Protein Interactions	1.0	null
GTEX-Q2AG-3026-SM-48U1L	GTEx Tissue Sample Gene Expression Profiles	1.0	1.15984
NCVADR RES	BioGPS Cell Line Gene Expression Profiles	-1.0	-1.30205
NCI-H292	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.908595
GSK3B_knockdown_158_GSE35351	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	1.0	1.2701
BRD-K12884811	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.7537
FRG1	Pathway Commons Protein-Protein Interactions	1.0	null
M-1	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	-1.0	-1.59255
hexamethonium bromide-6620	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE211177,GSE211178_9_v_3_ets1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-OOBJ-2126-SM-3NB1N	GTEx Tissue Sample Gene Expression Profiles	1.0	1.80167
PMC9377669-tx1c00392_si_002.xlsx-Thalidomide-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
VZ in posteroinferior (ventral) parietal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.839304
GSE118766_1_v_0_ifng_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210101,GSE210114_5_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-WZTO-0011-R5B-SM-3NMC5	GTEx Tissue Sample Gene Expression Profiles	1.0	0.998428
Perturb_14445_KO_Mtor_SRP144775	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	2.93156
HOXA9_DN.V1	MSigDB Signatures of Differentially Expressed Genes for Cancer Gene Perturbations	-1.0	null
GSE131887_1_v_0_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Prenatal Exposure Delayed Effects	CTD Gene-Disease Associations	1.0	1.03641
GSE148066,GSE157787_3_v_10_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
uterus	GTEx Tissue Gene Expression Profiles	1.0	1.90767
GSE219195_1_v_2_rbm12_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-X261-0011-R5A-SM-3NMB4	GTEx Tissue Sample Gene Expression Profiles	1.0	1.05623
PMC10602967-18_2023_4927_MOESM3_ESM.xlsx-DDX5_17_KD_HEK293-Unnamed_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
184B5	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-0.728279
clemizole-3672	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE210580_0_v_7_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-RUSQ-2126-SM-47JXK	GTEx Tissue Sample Gene Expression Profiles	1.0	1.85154
Brain Lower Grade Glioma_LGG_TCGA-TM-A84B-01A-11R-A36H-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Mitochondrial respiratory chain complex I	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.594
BRD-K90673570	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06127
primary visual cortex (striate cortex, area V1/17)_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.61495
Lung squamous cell carcinoma_LUSC_TCGA-66-2754-01A-01R-0980-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
head and face region of M1	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.891034
BRD-K38713368	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.50488
GSE206400_1_v_0_nusinersen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE254649_3_v_0_cstf2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K26634905	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.63179
NCO2	CCLE Cell Line Gene Expression Profiles	1.0	1.70257
GTEX-T2IS-2026-SM-4DM6W	GTEx Tissue Sample Gene Expression Profiles	1.0	0.954658
lateral ganglionic eminence_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.85755
CAR-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.3632
SNU620	CCLE Cell Line Gene CNV Profiles	1.0	1.54971
animal	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
STK841699	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.39
HT-3	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Syndrome	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.905
GTEX-N7MS-2625-SM-3LK77	GTEx Tissue Sample Gene Expression Profiles	1.0	0.91869
GSE227592_8_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8104016-hcg-12-e002353-s006.xlsx-mTHP-1-LPS_Prom-Distal-RefSeq_Name_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE147876,GSE147877_4_v_8_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
hsa-miR-186-5p	MiRTarBase microRNA Targets	1.0	null
nifedipine-603	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
motor nucleus of trigeminal nerve, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.961
Acute Myeloid Leukemia_LAML_TCGA-AB-2803-03A-01T-0734-13	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
MAFK_HeLa-S3_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
K562_Maraviroc_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0292177
PMC9377669-tx1c00392_si_002.xlsx-Ampicilin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
HIST1H2BJ	Pathway Commons Protein-Protein Interactions	1.0	null
Testicular germ cell cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.171
hsa-miR-4804-3p	TargetScan Predicted Conserved microRNA Targets	1.0	1.26663
PMC10771438-41598_2023_51082_MOESM1_ESM.xlsx-Day21-Supplementary_Dataset_1_List_of_genes_differentially_expressed_during_NS_PC_differentiation_between_ROR2_KD_cells_and_control_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GIPC1	Pathway Commons Protein-Protein Interactions	1.0	null
GTEX-T2IS-0011-R5A-SM-32QP4	GTEx Tissue Sample Gene Expression Profiles	1.0	1.07625
PMC4595011-pgen.1005555.s003.xlsx-BPTF_DOWN-regulated-Ensembl_gene_id_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
DDX59	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03925
BRD-K11942486	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.33326
Heart	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	0.868042
AP-2rep	MotifMap Predicted Transcription Factor Targets	1.0	null
GSE148066,GSE157787_9_v_6_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE129287_0_v_1_cd200_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Triamcinolone Acetonide_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0164227
BRD-K16264250	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00869
BRD-K81619018	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.17918
GSE105169,GSE105175_0_v_1_dhx36_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE102870_11_v_0_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
vertebrate muscular system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.073803
animal	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	1.53602
BRD-K80851151	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.03447
dl-alpha tocopherol-6616	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
POU5F1-16518401-CHIP-PET-MESCS-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
Peritubular contractile cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.449
K562_RG108_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0221686
Varicose veins	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.533
biological regulation	GO Biological Process Annotations 2015	1.0	null
Perturb_17219_KD_SOX2_ERP128142	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
BRD-K24166534	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0103
mRNA_NR2F2_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
BRD-A71880598	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.32677
dorsolateral prefrontal cortex_37 pcw_M_263195015	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.24721
BRD-K35073835	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27809
hsa-miR-361-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.843347
HEC6	CCLE Cell Line Gene Expression Profiles	1.0	2.58681
Lung squamous cell carcinoma_LUSC_TCGA-34-5231-01A-21R-1820-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SG in lateral temporal-occipital cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.607
CRCGN017_MCF10A.WT.HP_24H:C19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.17825
GSE242333_0_v_2_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
endocrine/exocrine gland phenotype	MPO Gene-Phenotype Associations	1.0	null
VZ in dorsomedial extrastriate cortex (V2)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.36972
NO11	DepMap CRISPR Gene Dependency	1.0	4.1563
K562_Mocetinostat_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0148708
GTEX-NPJ8-0011-R6a-SM-2HMKB	GTEx Tissue Sample Gene Expression Profiles	1.0	1.02316
IQGAP3	Pathway Commons Protein-Protein Interactions	1.0	null
HUH-7	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.827367
hsa-miR-4450	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.843347
Nodal receptor complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.98
Primary spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.075
GSE180200,GSE180201_5_v_11_qpctl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
dorsolateral prefrontal cortex_16 pcw_M_12837	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.03257
VZ in caudal midinferior temporal cortex (area TF)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	2.00873
MCC13	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Perturb_749_KO_USP18_SRP303135	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
organ development	GO Biological Process Annotations 2015	1.0	null
BRD-K25016708	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.0279
GSE158834_1_v_3_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
KYSE-70	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K86981519	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22062
CROCC	Pathway Commons Protein-Protein Interactions	1.0	null
Gonad	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.225
HT55	COSMIC Cell Line Gene Mutation Profiles	1.0	null
estradiol_mus musculus_gpl4134_gse23241	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-P5-A781-01A-11R-A32Q-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GTEX-N7MT-0726-SM-3TW8S	GTEx Tissue Sample Gene Expression Profiles	1.0	1.52428
primary auditory cortex (core)_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.06622
GSE169205_3_v_7_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MYH2	Pathway Commons Protein-Protein Interactions	1.0	null
Perturb_12661_KD_RAB7_SRP017435	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-1.38023
CRCGN009_HEPG2_24H:L08	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.5031
Crus I, left, lateral hemisphere	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.834322
BRD-K91962463	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.6112
GSE188570,GSE188571_3_v_4_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
Meiotic cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.047
H3K4me1_megakaryocyte_mm9_2	ENCODE Histone Modification Site Profiles	1.0	null
hsa-miR-190b	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.7397
RERF-LC-KJ	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.42882
paraventricular nuclei, left of thalamus, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.24566
GSE60837_0_v_4_bcl9_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Kidney renal papillary cell carcinoma_KIRP_TCGA-GL-7966-01A-11R-2204-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
P30-OHK	COSMIC Cell Line Gene Mutation Profiles	1.0	null
MYC	ChEA Transcription Factor Targets	1.0	null
hsa-miR-520d-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.40969
BRD-K76713927	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1536
Bladder Urothelial Carcinoma_BLCA_TCGA-G2-A2EL-01A-12R-A18C-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
hsa-miR-1256	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.965816
YT	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Hypogonadism	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.421
GSE242290_3_v_8_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
16397242-Table1	GeneSigDB Published Gene Signatures	1.0	null
Perturb_17325_KO_Dis3l2_SRP322105	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-6.44979
GSE213228_4_v_3_irak2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
debrisoquin	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	5.2843
GSE126463_4_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
hsa-miR-618	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.55165
small testis	MPO Gene-Phenotype Associations	1.0	null
Perturb_15827_OE_Nrf2_SRP291724	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	15.2335
GSE242290_3_v_7_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Tucidinostat_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0183719
gonad	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
Perturb_13880_KD_MYCN_SRP073460	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-3.83157
GSE148252_2_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
semen	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.148446
Kidney renal clear cell carcinoma_KIRC_TCGA-BP-4975-01A-01R-1334-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
hippocampus (hippocampal formation)_12 pcw_F_12835	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.05992
GSE154936_3_v_2_remdesivir_human	RummaGEO Drug Perturbation Signatures	1.0	null
CRCGN017_MCF10A.TP53.M_24H:H24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.68909
GTEX-S7SE-0326-SM-4AT5Q	GTEx Tissue Sample Gene Expression Profiles	1.0	1.60363
BRD-K43431234	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.85314
Chromosomal duplication syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.441
posteroventral (inferior) parietal cortex_1 yrs_F_12830	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.920619
GTEX-XAJ8-1326-SM-47JYT	GTEx Tissue Sample Gene Expression Profiles	1.0	2.02566
BRD-K63579322	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.37357
LY-294002-5596	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
AR-20517297-VCAP-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
K562_CYC116_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0231261
Senicapoc	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.68
Meiotic recombination	Reactome Pathways 2014	1.0	null
Perturb_7571_KD_PRP5_SRP340978	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
GTEX-R55D-0126-SM-48FEL	GTEx Tissue Sample Gene Expression Profiles	1.0	1.84935
regulation of biological process	GO Biological Process Annotations 2015	1.0	null
organelle	COMPARTMENTS Experimental Protein Localization Evidence Scores	1.0	0.233497
dexamethasone-2242	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
microbody	LOCATE Predicted Protein Localization Annotations	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-L-Thyronine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
posteroventral (inferior) parietal cortex_21 pcw_M_12886	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.920619
HT29	CCLE Cell Line Gene CNV Profiles	-1.0	-2.24761
A549_Mocetinostat_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0150861
PMC9377669-tx1c00392_si_002.xlsx-9-cis_retinoic_acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
496100536_HIP_no dementia_no TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.0512
nucleus	GO Cellular Component Annotations 2023	1.0	null
K562_Fulvestrant_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0226013
amygdaloid complex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.0259
GSE222047_0_v_1_imidazole_human	RummaGEO Drug Perturbation Signatures	-1.0	null
cellular_component	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.041063
anterior (rostral) cingulate (medial prefrontal) cortex_13 pcw_M_12888	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.880516
paraventricular nuclei, right of thalamus, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.82856
GTEX-PWN1-2026-SM-48TD9	GTEx Tissue Sample Gene Expression Profiles	1.0	1.40593
synaptonemal complex assembly	GO Biological Process Annotations 2023	1.0	null
GSE165174,GSE165175_0_v_2_trametinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE67266_7_v_4_etoposide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K87080069	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.34993
GSE227592_0_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K05057860	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.06422
temporal neocortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.16149
PMC7618676-44318_2025_631_MOESM2_ESM.xlsx-Megabat-MYBL1_MYBL1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K03884263	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04375
Perturb_77_KD_MAP3K7/CHD1_SRP310152	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
GTEX-N7MS-0011-R6a-SM-2HMJ4	GTEx Tissue Sample Gene Expression Profiles	1.0	0.944604
Testicular vein	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.911
RBBP5	ENCODE Transcription Factor Targets	1.0	null
diaphragm	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.4914
GSE158834_0_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
UBE2Q2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12358
BRD-A67521865	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13168
Nuclear chromosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.022
BRD-K56889360	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.4629
POU4F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.193
CRCGN013_HEPG2_24H:I14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.14253
BRD-K21367867	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09494
SUM 52PE	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.933763
GTEX-WFON-2026-SM-4LVMW	GTEx Tissue Sample Gene Expression Profiles	1.0	1.87488
GSE182680,GSE182683_0_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE221020,GSE221023_2_v_0_pten_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-BA-5555-01A-01R-1514-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-A04510218	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15953
GSE119978,GSE180930_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
inferolateral temporal cortex (area TEv, area 20)_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.61495
anterior (rostral) cingulate (medial prefrontal) cortex_13 pcw_M_12888	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.10107
abnormal germ cell morphology	MPO Gene-Phenotype Associations	1.0	null
HIST1H2BL	Pathway Commons Protein-Protein Interactions	1.0	null
regulatory ncRNA processing	GO Biological Process Annotations 2023	1.0	null
GTEX-Q2AH-1526-SM-48TZG	GTEx Tissue Sample Gene Expression Profiles	1.0	1.8071
Sarcoma_SARC_TCGA-X6-A7WB-01A-11R-A355-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K19502817	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.22272
decreased germ cell number	MPO Gene-Phenotype Associations	1.0	null
CRCGN017_MCF10A.TP53.M_24H:G14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.66923
colorectal cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.080154
primary visual cortex (striate cortex, area V1/17)_2 yrs_F_12979	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.845237
BRD-K58932103	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.5691
BRD-K79678951	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.40817
GSE131887_5_v_3_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202603_1_v_2_bhlhe40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
cingulum bundle, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.11473
GTEX-XV7Q-1526-SM-4BRWB	GTEx Tissue Sample Gene Expression Profiles	1.0	1.22115
Ptf1a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	49.1192
PNU-0230031-4757	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
V, right, paravermis	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.887727
POU5F1-16518401-MESC-mouse	ChEA Transcription Factor Binding Site Profiles	1.0	null
mRNA_MYCN_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
GATA3-21867929-TH1-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
Perturb_13414_KO_Huwe1_SRP082357	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	3.20019
TestisLeydigCell	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	0.959734
OVCA 432	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.42882
Liver hepatocellular carcinoma_LIHC_TCGA-K7-AAU7-01A-11R-A38B-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Morula	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.274
GTEX-UTHO-0011-R5A-SM-3GIJD	GTEx Tissue Sample Gene Expression Profiles	1.0	0.978202
BRD-K14534138	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.19511
GSE158834_11_v_13_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
VI, left, lateral hemisphere	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.946477
single organism reproductive process	GO Biological Process Annotations 2015	1.0	null
viscus	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.058476
population	GeneRIF Biological Term Annotations	1.0	null
GSE256181_2_v_3_etv2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Tucidinostat_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.018334
regulation of double-strand break repair	GO Biological Process Annotations 2023	1.0	null
Outer dense fiber	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.017
NCI-H660	COSMIC Cell Line Gene Mutation Profiles	1.0	null
HNRNPUL1	Pathway Commons Protein-Protein Interactions	1.0	null
K562_Celecoxib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0198496
regulation of response to stimulus	GO Biological Process Annotations 2015	1.0	null
GSE199541_2_v_4_mbd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K68916730	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.51985
RT-112	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.855646
GSE233647_4_v_0_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K14799424	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.47867
Inner dynein arm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.828
EZH2_keratinocyte_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
GTEX-R55E-0726-SM-48FCZ	GTEx Tissue Sample Gene Expression Profiles	1.0	1.78885
Pheochromocytoma and Paraganglioma_PCPG_TCGA-P8-A5KD-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
fh47	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.409
SCH	COSMIC Cell Line Gene Mutation Profiles	1.0	null
VAX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.4422
PMC9377669-tx1c00392_si_002.xlsx-Chlorophenamine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
496100578_FWM_possible Alzheimer's disease_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.29322
colonic cancer cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.070706
GSE142210_2_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE193351_1_v_2_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE160304,GSE163392_4_v_3_zswim8_human	RummaGEO Gene Perturbation Signatures	1.0	null
UKE-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.58949
Spermatogenic failure	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.715
occipital pole, left, superior aspect	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.07114
GSE171177,GSE171181_1_v_0_e7107_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Entinostat_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0158433
muscle	GTEx Tissue Gene Expression Profiles	-1.0	-1.0883
GTEX-QMR6-0011-R6A-SM-32PKP	GTEx Tissue Sample Gene Expression Profiles	1.0	1.05142
Male reproductive organ cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.144
GSE186810,GSE186813_7_v_5_furin_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE199255,GSE199356_6_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DIAPH3	Pathway Commons Protein-Protein Interactions	1.0	null
DU 145	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles	1.0	null
P53-21459846-SAOS-2-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
constitutive heterochromatin formation	GO Biological Process Annotations 2025	1.0	null
lorglumide-4658	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-BP-4329-01A-02R-1289-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K31377965	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.41793
GSE216043_7_v_9_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE146612_1_v_3_amiodarone_human	RummaGEO Drug Perturbation Signatures	1.0	null
Reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
SAP30_K562_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
reproduction	GAD High Level Gene-Disease Associations	1.0	0.293278
Autosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.127
GSE96641_1_v_2_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
mepyramine-5869	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GTEX-VJYA-1426-SM-4KL1Y	GTEx Tissue Sample Gene Expression Profiles	1.0	1.62771
CRCGN015_MCF10A.WT.HP_24H:B10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.78729
HSP90AA1	Pathway Commons Protein-Protein Interactions	1.0	null
EGR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	72.6312
A2780	GDSC Cell Line Gene Expression Profiles	1.0	2.12779
BRD-K56916066	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14357
SNU-216	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.85514
RERFLCKJ	CCLE Cell Line Gene CNV Profiles	-1.0	-1.34085
CRCGN011_HEPG2_24H:A09	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.5002
Nuclear exosome targeting complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.561
layer IIIa of caudal entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.01094
thorax muscle	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.438739
GSE223893_1_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Brain Lower Grade Glioma_LGG_TCGA-DU-7290-01A-11R-2027-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE133516_0_v_3_kat7_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K42081955	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.38074
496100314_HIP_no dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.27487
K562_JNJ-7706621_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0181521
BRD-K69466030	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.69333
BRD-K96575636	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.65153
PPAR-Beta_DELETION_GDS4320_363_mouse_Pancreatic beta-cells	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
GTEX-XPVG-1526-SM-4B66C	GTEx Tissue Sample Gene Expression Profiles	1.0	0.94264
Perturb_1236_KD_RBMX_SRP033393	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-2.58254
Azoospermia, Nonobstructive	DisGeNET Gene-Disease Associations	1.0	null
RAB31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35231
RCOR1-19997604-NEURONS-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
abnormal double-strand dna break repair	MPO Gene-Phenotype Associations	1.0	null
GSE178340_5_v_4_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOXC1	JASPAR Predicted Transcription Factor Targets	1.0	null
Non-Obstructive Azoospermia	DisGeNET Gene-Disease Associations	1.0	null
ACAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72127
BRD-K35347834	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.03681
parietal neocortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.34017
Fanconi anemia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.239
23132-87	GDSC Cell Line Gene Expression Profiles	-1.0	-2.63278
GSE216273,GSE216292_0_v_8_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-V1D1-2126-SM-4JBH4	GTEx Tissue Sample Gene Expression Profiles	1.0	1.83073
Zona pellucida	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.242
primary somatosensory cortex (area S1, areas 3,1,2)_16 pcw_M_12837	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.03553
A549_Entinostat_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.01287
496100389_HIP_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.88269
Abdominal obesity-metabolic syndrome	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.905
K562_Thalidomide_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.017491
hsa-miR-4760-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.921135
GSE233679_5_v_7_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
H3K27me3_G1E-ER4_mm9_3	ENCODE Transcription Factor Binding Site Profiles	1.0	null
K562_Trichostatin A_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0199281
Pairing center	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.526
failure	GeneRIF Biological Term Annotations	1.0	null
hsa-miR-3174	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.880544
POLR3F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5838
occipital neocortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.6106
GSE158834_2_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
ACTL6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.24814
PMC5444746-oncotarget-08-30328-s002.xlsx-SI01_ChIPSeq_H3K9me_AR-Gene_Symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Kidney renal papillary cell carcinoma_KIRP_TCGA-BQ-5876-01A-11R-1592-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
HCC1493	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.00764
nucleus	GO Cellular Component Annotations 2025	1.0	null
PMC8405683-41419_2021_4120_MOESM2_ESM.xlsx-Sheet1-Table_S2_MYCN-responsive_gene_list_1_5_fold_p_0_05_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
EZH2_fibroblast of lung_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
H3K27me3_SK-N-SH_hg19_2	ENCODE Transcription Factor Binding Site Profiles	1.0	null
Sarcoma_SARC_TCGA-HS-A5NA-01A-11R-A26T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BL1824 (TAOK3)	NURSA Protein Complexes	1.0	null
HNRNPH1	Pathway Commons Protein-Protein Interactions	1.0	null
GSE199541_2_v_5_mbd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC3636213-pgen.1003459.s012.xlsx-Sheet1-KD_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
RGFP966	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.83
XRCC6	Pathway Commons Protein-Protein Interactions	1.0	null
alimentary canal	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.07056
SHOX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8186
ctcf_18614575_oocyte_lof_mouse_gpl1261_gse11664	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	-1.0	-0.38195
testis_7e	HPA Tissue Sample Gene Expression Profiles	1.0	1.26222
Arid5a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.4205
RITA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18887
D502MG	DepMap CRISPR Gene Dependency	1.0	7.2576
primary motor cortex (area M1, area 4)_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.06622
UTP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90841
BL7270 (NRBF2)	NURSA Protein Complexes	1.0	null
SOX2	ChEA Transcription Factor Targets	1.0	null
GSE211262,GSE211263_0_v_1_pbrm1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Brain Lower Grade Glioma_LGG_TCGA-RY-A840-01A-11R-A36H-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
ChIP_SOX17_20123909	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Leflunomide-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-CJ-4635-01A-02R-1305-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE210655_3_v_4_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
abnormal sex gland morphology	MPO Gene-Phenotype Associations	1.0	null
Meiosis	Reactome Pathways 2024	1.0	null
CA1 field, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.995985
gland	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
PAX2	JASPAR Predicted Transcription Factor Targets	1.0	null
GSE123105,GSE124556_0_v_2_pcf11_human	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_MK-5108_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0188003
GTEX-T2IS-2226-SM-4DM65	GTEx Tissue Sample Gene Expression Profiles	1.0	1.34765
FYTTD1	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K31479652	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11135
BRD-K61274359	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.09101
GSE217405_0_v_1_osimertinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
APLP2_KO_GDS4414_536_mouse_adult cortex	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
BRD-K36697652	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.32108
hydralazine-3621	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Perturb_4540_KD_Bahd1_SRP126769	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-2.03625
testis	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	1.0	1.45033
GSE181513_2_v_1_usp7_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE153189_2_v_3_interferon gamma_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
reproductive system	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
BT-474	COSMIC Cell Line Gene Mutation Profiles	1.0	null
NARF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18302
dorsolateral prefrontal cortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.47206
U2OS	CCLE Cell Line Gene Expression Profiles	-1.0	-1.98034
endometrium_8b	HPA Tissue Sample Gene Expression Profiles	1.0	1.05742
SRRM1	Pathway Commons Protein-Protein Interactions	1.0	null
HSPB1	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K09432998	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.49595
BRD-K41323747	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.30073
K562_Fluorouracil_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0160009
CRCGN015_HEPG2_48H:G01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	9.7331
abnormal primary sex determination	MPO Gene-Phenotype Associations	1.0	null
Spermatogenic failure 10	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.758
BRD-K33177501	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.0131
GSE226249_5_v_4_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202825_2_v_1_ano1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K17606413	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14644
K562_Crizotinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0179328
ATM	Pathway Commons Protein-Protein Interactions	1.0	null
Glaucoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.959
Apical ectoplasmic specialization	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.935
JHH-7	COSMIC Cell Line Gene Mutation Profiles	1.0	null
hel	HPA Cell Line Gene Expression Profiles	1.0	1.34874
Bladder Urothelial Carcinoma_BLCA_TCGA-E7-A6ME-01A-22R-A32O-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
MDA-MB-361	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.33031
PMC9733061-13059_2022_2800_MOESM5_ESM.xlsx-Table_S4-Table_S4_Genes_assigned_to_JUNB_binding_sites_Each_peak_was_assigned_to_the_nearest_TSS_JUNB	Rummagene Transcription Factor Associations 2026	1.0	null
COR-L32	COSMIC Cell Line Gene Mutation Profiles	1.0	null
peroxisome	LOCATE Predicted Protein Localization Annotations	1.0	null
tissue homeostasis	GO Biological Process Annotations 2015	1.0	null
abnormal dna repair	MPO Gene-Phenotype Associations	1.0	null
Pheochromocytoma and Paraganglioma_PCPG_TCGA-RW-A68F-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
NCI-H1770	COSMIC Cell Line Gene Mutation Profiles	1.0	null
PMC10769395-media-2.xlsx-S2E_EF_Activated_genes-Ebegboni_et_al_Supplemental_Table_S2E_Decreased_expression_following_depletion_of_EWSR1_FLI1_TC-32_TC-71_and_A673_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
K562_BMS-265246_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0145218
HAS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00583
Sperm fibrous sheath	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.045
GTEX-OIZH-1526-SM-3NB1J	GTEx Tissue Sample Gene Expression Profiles	1.0	1.26877
GTEX-N7MT-0011-R7a-SM-2I3FZ	GTEx Tissue Sample Gene Expression Profiles	1.0	0.999832
GTEX-X4XX-0011-R3B-SM-46MWK	GTEx Tissue Sample Gene Expression Profiles	1.0	0.979016
hsa-miR-524-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.40969
PMC12172627-NIHMS2085635-supplement-5.xlsx-E2F1_GENIE_Results-Unnamed_1_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
46,XY sex reversal 3	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.538
Perturb_5033_KD_Smarca4_SRP221174	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	3.84116
GSE174383_2_v_7_ly6d_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE173873_0_v_13_stra8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NR3C1-27076634-BEAS2B-HUMAN-LUNG-INFLAMMATION	ChEA Transcription Factor Targets 2022	1.0	null
GSE203329_0_v_1_mettl5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE96777,GSE96778_1_v_0_zbtb4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Azoospermia	DisGeNET Gene-Disease Associations	1.0	null
BRD-K39267096	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.44961
RCOR1-19997604-NEURONS-MOUSE	ChEA Transcription Factor Binding Site Profiles	1.0	null
Perturb_13274_KO_Zbtb24_SRP198760	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
Male pronucleus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.76
Kidney Diseases	CTD Gene-Disease Associations	1.0	1.13895
TTC642	DepMap CRISPR Gene Dependency	1.0	8.50565
BRD-K33497830	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16408
HS294T	DepMap CRISPR Gene Dependency	1.0	3.78993
GSE173873_12_v_13_stra8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K89264608	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13965
VZ in orbital frontal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.75371
BRD-K83270266	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55343
orbital frontal cortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.25139
hsa-miR-1299	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.07142
SHSYSY+RA	BioGPS Cell Line Gene Expression Profiles	1.0	1.67882
PSMD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46969
Macitentan	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.51
BRD-K25773863	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.33391
GSE211286_7_v_6_tcf12_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
H2461	COSMIC Cell Line Gene Mutation Profiles	1.0	null
NCI-H1648	COSMIC Cell Line Gene Mutation Profiles	1.0	null
CRCGN015_HEPG2_48H:M07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.53819
GSE171837_3_v_1_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE139016_3_v_1_disulfiram_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HCC1569	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-C5-A7UH-01A-11R-A352-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
496100547_HIP_no dementia_no TBI_82_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.4297
hsa-miR-4680-3p	TargetScan Predicted Conserved microRNA Targets	1.0	0.436802
BRD-K03713632	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.67039
putamen, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.74099
GSE98898_7_v_1_hoxa1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Monogenic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.365
CAMSAP2	Pathway Commons Protein-Protein Interactions	1.0	null
nucleus accumbens, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.2371
nb88	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.014
GSE127970_1_v_0_ebf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
JOSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.808
PMC8390401-12094_2021_2621_MOESM2_ESM.xls-S5-Supplemental_Table_S5_Differentially_expressed_genes_between_cases_with_CM-induced_pY-STAT3_DMFI_1_76_STAT3_Low_v_DMFI_1_76_STAT3_High_STAT3	Rummagene Transcription Factor Associations 2026	1.0	null
K562_Raltitrexed_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0190428
CRCGN015_MCF10A_48H:G15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.5523
Brain Lower Grade Glioma_LGG_TCGA-DB-A64O-01A-11R-A29R-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Testicular disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.513
Arx	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.7622
NCI-H2106	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles	1.0	null
HIST3H3	Pathway Commons Protein-Protein Interactions	1.0	null
BT20	CCLE Cell Line Gene CNV Profiles	-1.0	-1.32979
GSE112762,GSE112767_2_v_0_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_CYC116_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.020161
CRCGN017_MCF10A.WT.HP_24H:P24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.9933
SCA1_Knock-in_GDS1756_233_mouse_Forebrain tissue - 4 weeks of age	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
GTEX-QMR6-0011-R5A-SM-32PKT	GTEx Tissue Sample Gene Expression Profiles	1.0	0.840728
NEUROD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33696
abnormal sex determination	MPO Gene-Phenotype Associations	1.0	null
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-C5-A1BL-01A-11R-A13Y-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
abdominal muscle	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.559652
TAL1-22897851-JUKARTE6-1-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
hsa-miR-4776-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.809003
RC-K8	COSMIC Cell Line Gene Mutation Profiles	1.0	null
RBM4	Pathway Commons Protein-Protein Interactions	1.0	null
GTEX-RU72-0011-R6A-SM-2TF71	GTEx Tissue Sample Gene Expression Profiles	1.0	0.918591
BRD-K87268607	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.20474
head of caudate nucleus, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.50495
Body Weights and Measures	dbGAP Gene-Trait Associations	1.0	0.445312
PMC9941047-41591_2022_2163_MOESM3_ESM.xlsx-ST12-Unnamed_1_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
LN340	CCLE Cell Line Gene Expression Profiles	-1.0	-2.17634
Infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.358
Primordium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.516
POLE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17691
IX, right, paravermis	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.70324
GSE186810,GSE186813_2_v_5_furin_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TAOK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42827
GSE166315_1_v_0_docetaxel_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
nucleus accumbens, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.832335
H3K27me3_G1E-ER4_mm9_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
MCM8-MCM9 complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.404
LS-411N	GDSC Cell Line Gene Expression Profiles	-1.0	-2.54011
Perturb_17224_KD_OCT4_ERP128142	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
LU-134-A	GDSC Cell Line Gene Expression Profiles	1.0	2.05016
ventrolateral prefrontal cortex_13 pcw_M_12888	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.28703
BRD-K53752646	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04474
GTEX-T6MN-2026-SM-4DM7L	GTEx Tissue Sample Gene Expression Profiles	1.0	1.84901
TEAD4-26923725-CHIP-SEQ-HEMANGIOBLAST-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-TSA-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
abnormal fertility/fecundity	MPO Gene-Phenotype Associations	1.0	null
KRAS.600.LUNG.BREAST_UP.V1	MSigDB Signatures of Differentially Expressed Genes for Cancer Gene Perturbations	-1.0	null
BRD-K87180723	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.81666
TFDP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.3358
BRD-K68134791	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06023
BRD-K18179332	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.01029
GSE142210_4_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
LXF-289	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE118766_2_v_0_ifng_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PSMB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07909
GSE130401_4_v_3_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.378514
KP-N-RT-BM-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
parietal neocortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.999085
reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
GRSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40456
SW1417	CCLE Cell Line Gene CNV Profiles	-1.0	-1.8437
developmental process	GO Biological Process Annotations 2015	1.0	null
KYSE30_OESOPHAGUS	CCLE Cell Line Proteomics	1.0	2.00588
BRD-K57687960	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04617
BRD-K18657361	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06587
regulation of macromolecule metabolic process	GO Biological Process Annotations 2015	1.0	null
BRD-K19527338	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12951
cyclopentolate-6132	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
SCID - Severe combined immunodeficiency_Lung Tissue_GSE3414	GEO Signatures of Differentially Expressed Genes for Diseases	1.0	1.52619
TBPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46002
CTNNB1	Pathway Commons Protein-Protein Interactions	1.0	null
PMC9380317-13045_2022_1327_MOESM3_ESM.xlsx-Table_S4-Table_S4_Top_500_differentially_modified_gene_bodies_between_AA_and_EA_patients_with_MM_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
cerebellar cortex_23 yrs_M_12300	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.16452
Nr2f6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	53.685
intracellular membrane-bounded organelle	LOCATE Predicted Protein Localization Annotations	1.0	null
hsa-miR-4774-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.7397
SKRC20	CCLE Cell Line Gene Expression Profiles	-1.0	-1.92195
oxedrine-6156	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
EVX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.2308
BRD-K56470219	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3065
T24	CCLE Cell Line Gene Expression Profiles	-1.0	-1.56769
TestisSeminiferousTubule	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	2.2603
HMMR	Pathway Commons Protein-Protein Interactions	1.0	null
ELAVL1	Pathway Commons Protein-Protein Interactions	1.0	null
EFO-27	COSMIC Cell Line Gene Mutation Profiles	1.0	null
SF3B2	Pathway Commons Protein-Protein Interactions	1.0	null
male reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
BRD-K38211037	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.41049
CRCGN015_HEPG2_48H:G04	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.37523
KLHL40	Pathway Commons Protein-Protein Interactions	1.0	null
EGR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.2385
SH3GLB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09801
H3K27me3_MEL cell line_mm9_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
central nucleus, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.63112
CRCGN015_MCF10A_48H:M07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.48525
GSE191015_0_v_3_gsdmb_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Early recombination nodule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.924
K562_PD173074_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0200444
CRCGN015_MCF10A.WT.HP_24H:M16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.006
nefopam-3730	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GSE235587_2_v_1_mitoxantrone_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_BRD4770_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0181676
DOT1L_DELETION_GDS4295_427_mouse_AF9 - Mixed Lineage Leukemia (MLL) cells - 5 days	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
PUM1	Pathway Commons Protein-Protein Interactions	1.0	null
k562	HPA Cell Line Gene Expression Profiles	1.0	0.907889
RING1B-27294783-CHIP-SEQ-NPCS-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
GSE44157,GSE44163_1_v_0_nr6a1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-T8EM-0126-SM-4DM5R	GTEx Tissue Sample Gene Expression Profiles	1.0	1.6359
GSE119978,GSE180930_3_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ASPC-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.827367
GSE211177,GSE211178_8_v_11_ets1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-P78B-2526-SM-3P5ZY	GTEx Tissue Sample Gene Expression Profiles	1.0	1.4814
risk	GeneRIF Biological Term Annotations	1.0	null
STK33_SKM	MSigDB Signatures of Differentially Expressed Genes for Cancer Gene Perturbations	-1.0	null
BRD-K22915992	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14144
Perturb_15828_OE_Nrf2_SRP291726	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	10.7324
CRCGN010_HEPG2_24H:C19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.66915
GSE227592_10_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BL1000 (FANCI)	NURSA Protein Complexes	1.0	null
BRD-K54066059	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11622
abnormal male reproductive system physiology	MPO Gene-Phenotype Associations	1.0	null
body weights and measures	GAD Gene-Disease Associations	1.0	null
SAP30	ENCODE Transcription Factor Targets	1.0	null
BRD-K32916996	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.14417
SCH 58261	DeepCoverMOA Drug Mechanisms of Action	1.0	0.4
GSE147366_1_v_2_med13_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-REY6-0126-SM-48FDT	GTEx Tissue Sample Gene Expression Profiles	1.0	1.89924
regulation of dna metabolic process	GO Biological Process Annotations 2015	1.0	null
nifuroxazide-4253	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GTEX-XV7Q-1426-SM-4BRWA	GTEx Tissue Sample Gene Expression Profiles	1.0	0.828716
GTEX-OXRN-0011-R5A-SM-2I5EF	GTEx Tissue Sample Gene Expression Profiles	1.0	0.891536
primary visual cortex (striate cortex, area V1/17)_37 pcw_M_263195015	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.16663
GSE82032_3_v_5_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE161864,GSE161866_1_v_3_ror2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
hsa-miR-2909	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.07142
K562_MC1568_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0173666
OCIM2	DepMap CRISPR Gene Dependency	1.0	3.15939
YAP1-20516196-MESCS-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
K562_SB431542_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0180375
Cauda epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.779
GSE48812_8_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Perturb_6282_KD_STRN3_SRP216827	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	20.0
CRCGN014_HEPG2_3H:P19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.84068
cellular protein localization	GO Biological Process Annotations 2015	1.0	null
ZMAT5	Pathway Commons Protein-Protein Interactions	1.0	null
primary visual cortex (striate cortex, area V1/17)_19 yrs_F_12832	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.53806
(-)-isoprenaline-4495	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
COLO 792	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles	1.0	null
cingulate gyrus, retrosplenial part, right, inferior bank of gyrus	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.938099
HCC2688	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.36267
MYC-19915707-AK7-human	ChEA Transcription Factor Binding Site Profiles	1.0	null
NB5	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-BA-A4IH-01A-11R-A266-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K11310449	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.33686
PMC5303304-13073_2017_407_MOESM4_ESM.xlsx-mycn-sy5y-se_single_24DMSO_vs_2-Table_S3_Genes_differentially_expressed_by_24h_RA_and_48h_Dox_co-treatment_DE_comparison_with_SY5Y-MYCN_control_cells_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
GSE131377_4_v_3_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Cystic fibrosis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.175
Perturb_5255_KO_Morc3_SRP318570	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	7.63862
transposable element silencing	GO Biological Process Annotations 2025	1.0	null
caudal ganglionic eminence_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.38309
BRD-K86855109	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.05489
GSE209601_2_v_1_mef2a_human	RummaGEO Gene Perturbation Signatures	1.0	null
nuclear part	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.045912
BRD-K82729862	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.34142
Bonemarrow	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-1.1086
germ cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.339282
GSE226355,GSE226357_1_v_0_ybx1_human	RummaGEO Gene Perturbation Signatures	1.0	null
FSP27_KO_GDS3768_514_mouse_White adipose tissue  (WAT)	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-RY-A843-01A-11R-A36H-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
gibberellic acid-4234	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
IX	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.12264
Kidney renal clear cell carcinoma_KIRC_TCGA-B0-4852-01A-01R-1503-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
K562_Vandetanib_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0147229
K562_CUDC-101_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0157766
mafenide-2287	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE96641_1_v_4_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.17
GTEX-OHPM-2126-SM-3LK75	GTEx Tissue Sample Gene Expression Profiles	1.0	2.29807
BRD-K23430405	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.01386
HS 746T	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.885389
TMTC2	Pathway Commons Protein-Protein Interactions	1.0	null
GSE216043_10_v_9_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
occipital neocortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.95603
Lung squamous cell carcinoma_LUSC_TCGA-66-2794-01A-01R-1201-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K98976117	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.5152
intestinal cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.065923
GTEX-R55G-1126-SM-48FDG	GTEx Tissue Sample Gene Expression Profiles	1.0	1.21634
COG8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13867
PMC9377669-tx1c00392_si_002.xlsx-Ranitidine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GSE210101,GSE210114_7_v_10_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Lung adenocarcinoma_LUAD_TCGA-44-7669-01A-21R-2066-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
hsa-miR-4307	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.13535
ventrolateral prefrontal cortex_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.26675
SUP-HD1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE120413,GSE120447_0_v_5_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MC-1010	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GTEX-XUW1-0226-SM-4BOOS	GTEx Tissue Sample Gene Expression Profiles	1.0	1.43738
BRD-A70931301	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.55514
Perturb_4787_KD_Akap8_SRP075747	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-4.10901
GSE158834_11_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Flavopiridol HCl_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0184261
Perturb_9409_Mut|KO_Kras_SRP272482	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	4.03252
CTCF_DEPLETION_GDS3294_97_mouse_germinal vesicle (GV) oocytes	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
GSE132313_1_v_0_fosl2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Chromosomal disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.305
BRD-K18435317	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.19423
clemastine-2412	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE158431_5_v_1_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7857731-elife-63093-supp1.xlsx-DEG_MITF-X6vsEV-SkMEL28-Unnamed_1_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
anterior (rostral) cingulate (medial prefrontal) cortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.07245
ZNF766	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72035
GTEX-QVJO-0011-R6A-SM-2S1QN	GTEx Tissue Sample Gene Expression Profiles	1.0	0.997907
hsa-miR-3682-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.07142
carbinoxamine-2725	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Pituitary gonadotropin complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.346
PMC9643473-Table1.xls-MAF_0_005-HGVS_gene_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-C5-A1ML-01A-11R-A14Y-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
NCIH2347	CCLE Cell Line Gene Expression Profiles	1.0	2.0196
nrf1_22586274_liver_lof_mouse_gpl4134_gse35124	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	1.0	0.178282
GSE157609,GSE158123_0_v_1_ifi16_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K70264850	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.38072
GSE130396_1_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-B0-5693-01A-11R-1541-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K20073772	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19872
BRD-K51237617	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.84727
GSE140576_0_v_2_plag1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
JAR	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K30699866	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.3353
disease of anatomical entity	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.041223
YAP1-20516196-MESC-MOUSE	ChEA Transcription Factor Binding Site Profiles	1.0	null
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-HM-A4S6-01A-11R-A26T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Type II spiral ganglion neuron_Brain_Mouse	CellMarker Gene-Cell Type Associations	1.0	null
K562_Nilotinib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0144314
Lung adenocarcinoma_LUAD_TCGA-86-8358-01A-11R-2326-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
ppard_23093780_pancreatic_beta_cells_lof_mouse_gpl1261_gds4320	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	-1.0	-0.424697
Skin Cutaneous Melanoma_SKCM_TCGA-EE-A3JI-06A-11R-A21D-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
hsa-miR-16-5p	MiRTarBase microRNA Targets	1.0	null
pargyline-2265	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GTEX-XQ8I-1826-SM-4BOOJ	GTEx Tissue Sample Gene Expression Profiles	1.0	0.890102
VZ in posterosuperior (dorsal) parietal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.844064
GTEX-WHSE-0011-R5A-SM-3P5ZO	GTEx Tissue Sample Gene Expression Profiles	1.0	0.943893
Bladder Urothelial Carcinoma_BLCA_TCGA-BT-A2LA-01A-11R-A18C-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
hsa-miR-421	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.0155
Perturb_12320_KD_PRMT1_SRP165280	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
mediodorsal nucleus of thalamus_16 pcw_M_12287	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.847476
Androgen insensitivity syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.347
CRCGN016_MCF10A.TP53.M_24H:O19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.06755
BRD-K14414396	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11021
PF-04620110	DeepCoverMOA Drug Mechanisms of Action	1.0	0.29
BRAF_overexpression_180_GSE46801	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	-1.0	-0.843913
Prostate adenocarcinoma_PRAD_TCGA-EJ-5527-01A-01R-1580-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
male reproductive system	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
cerebellar cortex_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-2.27917
RBPJ-21746931-IB4-LCL-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
abnormal male meiosis	MPO Gene-Phenotype Associations	1.0	null
GSE214596,GSE214598_1_v_3_rosiglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
KDM2B-26808549-CHIP-SEQ-K562-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
hsa-miR-3148	TargetScan Predicted Conserved microRNA Targets	1.0	1.45615
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-FOXC1_FOXC1	Rummagene Transcription Factor Associations 2026	1.0	null
K562_CUDC-907_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0161471
YWHAH	Pathway Commons Protein-Protein Interactions	1.0	null
homologous chromosome pairing at meiosis	GO Biological Process Annotations 2023	1.0	null
BRD-K97445906	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.72024
Adrenocortical carcinoma_ACC_TCGA-P6-A5OG-01A-22R-A29S-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE158834_7_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
TP73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35008
HCC1428	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.86444
ZNF311	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24025
colonic cancer cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.250953
GSE172494_3_v_1_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE147876,GSE147877_2_v_6_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-RNOR-0011-R7A-SM-2TF4V	GTEx Tissue Sample Gene Expression Profiles	1.0	1.07179
Genetic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.411
Liver hepatocellular carcinoma_LIHC_TCGA-G3-A7M9-01A-23R-A352-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
VIIIB, right, paravermis	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.51766
cytoplasmic part	LOCATE Predicted Protein Localization Annotations	1.0	null
mediodorsal nucleus of thalamus_13 pcw_F_12834	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.25752
TIG3TD	CCLE Cell Line Gene Expression Profiles	-1.0	-1.91777
ERI2	Pathway Commons Protein-Protein Interactions	1.0	null
Sarcoma_SARC_TCGA-FX-A3RE-01A-11R-A22K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-A14424697	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.31451
anatomical structure homeostasis	GO Biological Process Annotations 2015	1.0	null
trunk	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.07159
Head and Neck squamous cell carcinoma_HNSC_TCGA-CR-6487-01A-11R-1873-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
demeclocycline-3706	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
organelle part	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.04194
GSE226316_1_v_2_tead2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF546	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35453
Supporting cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.826
GTEX-WWYW-0011-R5A-SM-3NB3E	GTEx Tissue Sample Gene Expression Profiles	1.0	1.0054
TYK-NU.CP-R	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.884437
Thoracic cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.153
Bladder Urothelial Carcinoma_BLCA_TCGA-FD-A43P-01A-31R-A23W-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
testis_7d	HPA Tissue Sample Gene Expression Profiles	1.0	1.21306
abnormal meiosis	MPO Gene-Phenotype Associations	1.0	null
azoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	1.00921
GSE217156_2_v_3_trpc1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE211177,GSE211178_4_v_1_ets1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SKMEL24	DepMap CRISPR Gene Dependency	1.0	5.69399
Kallmann syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.151
Lung squamous cell carcinoma_LUSC_TCGA-63-A5MY-01A-11R-A26W-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Perturb_5103_KO_Ssrp1_SRP235595	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	4.4322
GSE169205_0_v_7_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Psoriasis vulgaris_Skin tissue_GSE13355	GEO Signatures of Differentially Expressed Genes for Diseases	-1.0	-1.33928
BRD-K96054771	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0752
Skin Cutaneous Melanoma_SKCM_TCGA-EE-A2MD-06A-11R-A18T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BT-549	COSMIC Cell Line Gene Mutation Profiles	1.0	null
MEIS1-26253404-OPTIC-CUPS-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
GTEX-S3XE-1526-SM-4AD5A	GTEx Tissue Sample Gene Expression Profiles	1.0	1.66027
Lung adenocarcinoma_LUAD_TCGA-78-8640-01A-11R-2403-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Perturb_4870_KO_EED_SRP095403	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
SARC9371	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE210662_2_v_1_znf165_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Skin Cutaneous Melanoma_SKCM_TCGA-GN-A267-06A-21R-A18T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SNRNP48	Pathway Commons Protein-Protein Interactions	1.0	null
GTEX-PWO3-0011-R5A-SM-2I5EZ	GTEx Tissue Sample Gene Expression Profiles	1.0	0.830366
PMC6335596-mmc2.xlsx-RNA-seq_Day_12_GATA6_Het-Unnamed_12_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
regulation of metabolic process	GO Biological Process Annotations 2015	1.0	null
GTEX-R53T-1226-SM-48FCT	GTEx Tissue Sample Gene Expression Profiles	1.0	0.864457
PMC9377669-tx1c00392_si_002.xlsx-Favipiravir-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
AGS	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Skin Cutaneous Melanoma_SKCM_TCGA-FS-A4FD-06A-11R-A266-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE112765,GSE112767_1_v_0_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SRMS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15173
hela	HPA Cell Line Gene Expression Profiles	-1.0	-1.05471
Accessory sex gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.573
Head and Neck squamous cell carcinoma_HNSC_TCGA-CV-7250-01A-11R-2016-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE151119_3_v_1_hsf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MAFK_IMR-90_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
striatum_40 yrs_F_12304	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.31979
GSE131377_4_v_2_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE138939_2_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE205730,GSE205731_2_v_3_tazemetostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE109913_1_v_2_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10170086-41598_2023_34519_MOESM6_ESM.xlsx-Shee2-The_differentially_expressed_genes_between_the_BARX2_high_and_BARX2_low_group_of_LIHC_patients_BARX2	Rummagene Transcription Factor Associations 2026	1.0	null
male meiotic nuclear division	GO Biological Process Annotations 2025	1.0	null
TCFL5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.3911
SNU398	CCLE Cell Line Gene Expression Profiles	1.0	1.80718
AIMP2	Pathway Commons Protein-Protein Interactions	1.0	null
K562	BioGPS Cell Line Gene Expression Profiles	1.0	0.899255
KRAS.600_UP.V1	MSigDB Signatures of Differentially Expressed Genes for Cancer Gene Perturbations	-1.0	null
TestisIntersitial	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	1.31338
ethambutol-4120	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
SNU-175	COSMIC Cell Line Gene Mutation Profiles	1.0	null
temporal neocortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.998834
regulation of cellular process	GO Biological Process Annotations 2015	1.0	null
BRD-K50677542	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02926
GSE233679_6_v_4_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-PWCY-1426-SM-48TCT	GTEx Tissue Sample Gene Expression Profiles	1.0	1.00532
Klinefelter syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.913
chlorzoxazone-2263	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE145639_1_v_2_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ATP6V0A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11582
9+2 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.918
oocyte	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	1.0	0.959223
intracellular organelle	LOCATE Predicted Protein Localization Annotations	1.0	null
BRD-K73669270	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.00782
BRD-K91421454	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.67262
496100372_HIP_dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.63989
Azoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.78
non-membrane-bounded organelle	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.070317
GTEX-TMMY-2226-SM-4DXTN	GTEx Tissue Sample Gene Expression Profiles	1.0	1.18737
H3K27me3_MEL cell line_mm9_3	ENCODE Transcription Factor Binding Site Profiles	1.0	null
NONO_02_149	KnockTF Gene Expression Profiles with Transcription Factor Perturbations	-1.0	-0.58665
GTEX-XOTO-0011-R7B-SM-4B64R	GTEx Tissue Sample Gene Expression Profiles	1.0	0.917114
GSE216238,GSE216241_0_v_1_tonsl_human	RummaGEO Gene Perturbation Signatures	1.0	null
EZH2_fibroblast of dermis_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
GTEX-T5JW-0003-SM-3NMAD	GTEx Tissue Sample Gene Expression Profiles	1.0	1.15174
BRD-K81131499	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12209
GTEX-QDT8-0011-R7A-SM-32PKF	GTEx Tissue Sample Gene Expression Profiles	1.0	1.08785
calycanthine-2764	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
CAKI2	DepMap CRISPR Gene Dependency	1.0	2.91891
SKNMC	CCLE Cell Line Gene CNV Profiles	1.0	2.59599
DDX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19459
hsa-miR-539	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.40969
EGR3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	68.6362
MAFF_HepG2_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
GSE166944_0_v_2_eif4b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
B800-850 antenna complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.56
cerebellar cortex_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.15272
GSE131377_1_v_0_spocd1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K09146396	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02129
Aplastic anemia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.141
Lung carcinoma in situ	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.141
inferior occipital gyrus, right, inferior bank of gyrus	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.47372
cerebellar cortex_8 yrs_M_12841	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.92319
GTEX-RVPU-0011-R5A-SM-2XCAD	GTEx Tissue Sample Gene Expression Profiles	1.0	0.921645
NCI-H820	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.55857
GSE147876,GSE147877_2_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
small gonad	MPO Gene-Phenotype Associations	1.0	null
intracellular non-membrane-bounded organelle	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.072555
BT549	CCLE Cell Line Gene CNV Profiles	1.0	1.91377
GSE196962_2_v_6_parg_human	RummaGEO Gene Perturbation Signatures	1.0	null
NCI-H929	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Lung squamous cell carcinoma_LUSC_TCGA-98-A53A-01A-11R-A262-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K52339692	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.24178
metampicillin-5540	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
CCSAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30275
Head and Neck squamous cell carcinoma_HNSC_TCGA-DQ-7595-01A-11R-2232-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
phenazone-4251	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GSE228413_4_v_3_mavs_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
hippocampus (hippocampal formation)_12 pcw_F_12960	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.33275
GSE201309_1_v_0_matrine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NCI-H2804	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.84165
Perturb_6501_KD_circSMO_SRP277579	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-6.20894
MZ2-MEL	COSMIC Cell Line Gene Mutation Profiles	1.0	null
CAV1_KO_GDS3551_366_mouse_mouse heart	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
GTEX-R55E-0011-R7A-SM-2TC5Z	GTEx Tissue Sample Gene Expression Profiles	1.0	0.852107
Skin	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.141
GTEX-R55E-0011-R5A-SM-2TC5N	GTEx Tissue Sample Gene Expression Profiles	1.0	0.911345
BRD-K53768630	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.25285
IST-SL1	GDSC Cell Line Gene Expression Profiles	1.0	1.92379
PMC9377669-tx1c00392_si_002.xlsx-Methorexate-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
CRCGN011_HEPG2_24H:O02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.64575
GSE211126_1_v_0_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CMK	CCLE Cell Line Gene Expression Profiles	1.0	1.63275
CLASP2	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K96449536	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.42534
posterior (caudal) superior temporal cortex (area 22c)_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.884271
MYBBP1A	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K17718789	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.99456
whole body	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
BRD-K30853940	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27856
Disease of anatomical entity	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.813
BRD-K82877426	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.92946
male gamete generation	GO Biological Process Annotations 2015	1.0	null
GSE134029_3_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PPARD_KO_GSE16048_54_mouse_pancreas (islets, PDX1-expressing cells)	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
GTEX-TMMY-1526-SM-4DXST	GTEx Tissue Sample Gene Expression Profiles	1.0	0.894216
GTEX-RWSA-2426-SM-47JXR	GTEx Tissue Sample Gene Expression Profiles	1.0	1.6846
GSE227592_10_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN015_HEPG2_48H:B10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.19672
Sarcoma_SARC_TCGA-KD-A5QT-01A-11R-A27Q-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-CJ-4871-01A-01R-1305-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.297291
Perturb_16498_KO_ZFP36L1_SRP373359	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	20.0
BRD-K83180232	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.31203
colorectum	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.114307
DND-41	COSMIC Cell Line Gene Mutation Profiles	1.0	null
LNCAP-CLONE-FGC	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K79730625	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.67772
intracellular organelle	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.051497
Lung squamous cell carcinoma_LUSC_TCGA-O2-A52S-01A-11R-A262-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE173873_1_v_13_stra8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
striatum_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.17126
PMC5095001-oncotarget-07-36293-s002.xlsx-Table_S2-Table_S2_MYCN-correlated_genes_and_their_correlations_with_other_transcription_factors_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
NCI-H1299	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles	1.0	null
synaptonemal complex assembly	GO Biological Process Annotations 2015	1.0	null
Primary ovarian insufficiency	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.618
EFM19	CCLE Cell Line Gene CNV Profiles	-1.0	-1.44623
GSE216273,GSE216292_0_v_6_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE216043_10_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Givinostat_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.014532
GSE158834_0_v_5_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE208096_1_v_0_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
dentate gyrus, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.0102
TP53	ChEA Transcription Factor Targets	1.0	null
GTEX-S4Q7-1226-SM-4AD5I	GTEx Tissue Sample Gene Expression Profiles	1.0	1.92488
GSE216043_7_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
CHEMBL1597046	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.42
Transverse filament	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.93
ZNF460	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	103.882
stratum radiatum of caudal CA1	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.13137
Alx4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.6389
GTEX-T6MN-0011-R6A-SM-32QP8	GTEx Tissue Sample Gene Expression Profiles	1.0	1.03676
GSE133763_0_v_1_chd1_human	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K73830970	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.5471
C6orf141	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06785
PDE10A_KO_GDS4542_291_mouse_striatum	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
BC3C	CCLE Cell Line Gene CNV Profiles	1.0	1.69851
Cell Cycle	Reactome Pathways 2014	1.0	null
RKO	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Rarg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	48.5709
BRD-K85234739	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30057
GSE102757_1_v_0_panobinostat_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CTB-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
16151515-TableS4	GeneSigDB Published Gene Signatures	1.0	null
PMC5895607-41388_2017_42_MOESM4_ESM.xls-geneNames-Extended_Data_3_Gene_list_of_SRC-1_targets_which_contain_STAT1_binding_motifs_from_LY2_cell_RNAseq_data_STAT1	Rummagene Transcription Factor Associations 2026	1.0	null
Neuro D	MotifMap Predicted Transcription Factor Targets	1.0	null
CSNK1D	Pathway Commons Protein-Protein Interactions	1.0	null
K562_Disulfiram_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0145546
FAM83D	Pathway Commons Protein-Protein Interactions	1.0	null
GTEX-P4PP-2026-SM-3P61N	GTEx Tissue Sample Gene Expression Profiles	1.0	1.5335
NUDT17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43156
trichostatin A-2208	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
OCUB-M	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K60600704	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.35149
GTEX-UPIC-1526-SM-4IHLU	GTEx Tissue Sample Gene Expression Profiles	1.0	1.41415
hsa-miR-548p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.2992
K562_Alisertib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0184542
VIIIA, right, paravermis	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.08272
Sperm head	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.347
GTEX-OXRN-2626-SM-48TBX	GTEx Tissue Sample Gene Expression Profiles	1.0	1.17395
SEMA4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23244
BRD-K67533212	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.13074
C32	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.832086
COR-L95	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K50726251	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.43795
Perturb_17218_KD_OCT4_ERP128142	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
HCC515	DepMap CRISPR Gene Dependency	1.0	2.39785
BRD-K98190019	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.2799
RUNX2-22187159-PCA-HUMAN	ChEA Transcription Factor Binding Site Profiles	1.0	null
Perturb_16660_KO_Vhl_SRP350537	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
NCI-H1435	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE158834_1_v_13_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
chloropyrazine-6148	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GI-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K59437706	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.29906
GSE205550,GSE205552_2_v_3_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
primary motor-sensory cortex (samples)_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.67686
GSE142210_9_v_1_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
Necrosis	CTD Gene-Disease Associations	1.0	1.26825
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-HM-A3JJ-11A-12R-A21T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
KAT2A_CH12.LX_mm9_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
BRCA1	Pathway Commons Protein-Protein Interactions	1.0	null
TET2_KO_GDS4287_429_mouse_LSK - bone marrow progenitor population	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
Perturb_9238_KD_ENL_SRP074134	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-3.21515
intracellular organelle	COMPARTMENTS Experimental Protein Localization Evidence Scores	1.0	0.233497
PTBP2	Pathway Commons Protein-Protein Interactions	1.0	null
Basal ectoplasmic specialization	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.716
SH3PXD2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33265
PAPD7	Pathway Commons Protein-Protein Interactions	1.0	null
GSE213219_2_v_3_st3gal3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
orbital frontal cortex_37 pcw_M_263195015	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.53806
Head and Neck squamous cell carcinoma_HNSC_TCGA-CR-7398-01A-11R-2016-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
KRAS.300_UP.V1	MSigDB Signatures of Differentially Expressed Genes for Cancer Gene Perturbations	-1.0	null
GSE145476_2_v_3_hopx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Perturb_5298_KD_Setdb1_SRP098765	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	2.39458
LIM1215	COSMIC Cell Line Gene Mutation Profiles	1.0	null
vein	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.11771
tylosin-tartrate	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	5.19374
GSE223908,GSE223909_1_v_3_serpinb3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
cell part	COMPARTMENTS Experimental Protein Localization Evidence Scores	1.0	0.233497
loin	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.800208
Vas deferens	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.615
GSX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.1788
BRD-K59064238	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08024
CEBPB	ENCODE Transcription Factor Targets	1.0	null
BRD-K43496057	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.66478
mRNA_T_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
PMC7335061-41467_2020_17150_MOESM4_ESM.xlsx-Table_S3-LIN28B_correlates_LIN28B	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7021759-41467_2020_14682_MOESM8_ESM.xlsx-Upregulated_Genes-Table_S5_Upregulated_genes_in_MYCN_amplified_neuroblastoma_relative_to_non-amplified_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
cerebellar cortex_21 pcw_F_12365	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.01571
ATXN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04747
GSE173873_2_v_13_stra8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN009_HEPG2_24H:C19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.67949
female reproductive system	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
posterior (caudal) superior temporal cortex (area 22c)_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	0.833447
reproductive process	GO Biological Process Annotations 2015	1.0	null
GSE178340_5_v_2_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CAL 54	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.827367
MDAMB435S	DepMap CRISPR Gene Dependency	1.0	2.05349
hsa-miR-4776-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.40969
BBS9	Pathway Commons Protein-Protein Interactions	1.0	null
GSE145311_0_v_3_glutathione_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GATA4_KO_GDS3486_483_mouse_jejunum	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
GSE239688_4_v_1_canagliflozin_human	RummaGEO Drug Perturbation Signatures	1.0	null
system development	GO Biological Process Annotations 2015	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Sucralose-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
cell part	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.041308
PCED1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01827
primary motor-sensory cortex (samples)_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.51084
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-PN-A8MA-01A-11R-A36F-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
hsa-miR-4317	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.2992
GSE221955_3_v_2_igfbp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Internal male genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
H3K27me3_G1E_mm9_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
abnormal gland morphology	MPO Gene-Phenotype Associations	1.0	null
skeletal system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.064991
BRD-K64055457	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.6319
primary motor-sensory cortex (samples)_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.37766
Perturb_5365_KO_Mettl14_SRP297324	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-1.63434
GSE212330_1_v_0_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K07781811	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	5.32558
Perturb_9517_Mut_Sall4_ERP111723	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	2.42612
III, right, paravermis	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.4344
SOX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.3489
Kidney renal clear cell carcinoma_KIRC_TCGA-CZ-5986-01A-11R-1672-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K42333498	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09791
GSE216273,GSE216292_0_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K45022385	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.37312
cellular_component	COMPARTMENTS Experimental Protein Localization Evidence Scores	1.0	0.233497
Adrenocortical carcinoma_ACC_TCGA-PK-A5HA-01A-11R-A29S-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
XRCC5	Pathway Commons Protein-Protein Interactions	1.0	null
Prestwick-664-3715	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
PMC4595011-pgen.1005555.s003.xlsx-MITF_DOWN-regulated-Gene_name_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
PMC3568013-1471-2105-13-128-S5.xls-NME2-Unnamed_7_NME2	Rummagene Transcription Factor Associations 2026	1.0	null
Sarcoma_SARC_TCGA-IW-A3M4-01A-11R-A21T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
VIIB, right, paravermis	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.8399
CRCGN017_MCF10A.TP53.M_24H:A13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.27931
mRNA_ESX1_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
Inflammation	CTD Gene-Disease Associations	1.0	1.01324
SW 1417	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.54747
CRCGN017_MCF10A.TP53.M_24H:M04	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.14835
hsa-miR-548f	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.880544
intracellular part	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.041787
carcinine-4225	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
SACS	Pathway Commons Protein-Protein Interactions	1.0	null
PMC5624885-41537_2017_33_MOESM1_ESM.xlsx-SIT1-SIT1_Top_500_differentially_expressed_genes_with_perturbations_in_CNTNAP2_carrier_NGN2-neurons_using_DESeq2_NEUROG2	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-S7SE-0011-R5A-SM-2XCDA	GTEx Tissue Sample Gene Expression Profiles	1.0	0.975345
CIDEC_KO_GDS3776_552_mouse_Brown and white adipose tissues	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
Pheochromocytoma and Paraganglioma_PCPG_TCGA-QT-A5XJ-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE150215_1_v_2_etl4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Salivarygland	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-0.924604
BRD-K15591233	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.61239
Rectum adenocarcinoma_READ_TCGA-EI-6507-01A-11R-1736-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Perturb_5096_KO_Cbx1/Cbx3/Cbx5_SRP104194	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	12.1497
GSE94011_2_v_1_pias3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN015_MCF10A_48H:P06	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.03149
BRD-K29418729	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.51658
PC-3	GDSC Cell Line Gene Expression Profiles	-1.0	-1.89215
hsa-miR-875-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.843347
CRCGN017_MCF10A.WT.HP_24H:K22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.77865
HLTF	Pathway Commons Protein-Protein Interactions	1.0	null
CRCGN015_MCF10A_48H:B10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.9047
NR3C1-21868756-MCF10A-HUMAN	ChEA Transcription Factor Binding Site Profiles	1.0	null
HEC1A_ENDOMETRIUM	CCLE Cell Line Proteomics	1.0	2.22821
888	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles	1.0	null
GSE223893_1_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CRO-AP3	COSMIC Cell Line Gene Mutation Profiles	1.0	null
SF1_01_146	KnockTF Gene Expression Profiles with Transcription Factor Perturbations	-1.0	-0.60728
GSE158834_10_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
Meiotic recombination	Reactome Pathways 2024	1.0	null
LHX1_KO_GDS2748_298_mouse_embryonic renal vesicles	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
colonic adenocarcinoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.72322
ZNF497	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08911
methanthelinium bromide-6137	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
K562_BRD4770_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0230887
BRD-K85802892	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.31011
Lung adenocarcinoma_LUAD_TCGA-91-6836-01A-21R-1858-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Perturb_4643_KO_Wwc2_SRP151543	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-3.12628
hsa-miR-1227	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.40969
MOLM-13	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Lung squamous cell carcinoma_LUSC_TCGA-70-6723-01A-11R-1820-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
ECC12	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Male Infertility	DisGeNET Gene-Phenotype Associations	1.0	null
hsa-miR-331-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.809003
cerebellar cortex_2 yrs_F_12979	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.992642
HCC1599	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	0.822527
K562_Alisertib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0189502
BRD-K02921955	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01546
hsa-miR-429	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.921135
BRD-K45904306	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.0754
Perturb_76_KD_MAP3K7/CHD1_SRP310152	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
BRD-K94385157	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11537
GSE60837_6_v_3_bcl9_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NOL8	Pathway Commons Protein-Protein Interactions	1.0	null
valproic acid_homo sapiens_gpl6244_gse23909	GEO Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
Spermatogenic failure 5	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.405
CTCF_fibroblast of lung_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
GSE216043_7_v_8_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
organ system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.041967
Male infertility due to acephalic spermatozoa	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.478
GSE81803,GSE81912_2_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
sucrase-isomaltase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.946
developmental	GAD High Level Gene-Disease Associations	1.0	0.293278
GSE220520_5_v_7_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K79997957	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.4657
GDM1	CCLE Cell Line Gene CNV Profiles	1.0	1.40188
GSE187006_0_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.726
HCC38	CCLE Cell Line Gene CNV Profiles	-1.0	-2.209
PMC5325343-oncotarget-07-63003-s002.xlsx-Supplementary_Table_1-Supplementary_Table_1_Genes_upregulated_by_EWS-FLI1_in_the_Gordon_et_al_data_set_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
Lung squamous cell carcinoma_LUSC_TCGA-85-A510-01A-11R-A26W-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE231648_0_v_2_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-F7-A623-01A-11R-A28V-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE176008_8_v_3_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9377669-tx1c00392_si_002.xlsx-5_5-Diphenylhydantoin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K40809590	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.23429
PMC9377669-tx1c00392_si_002.xlsx-Buspirone-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GSE186810,GSE186813_3_v_5_furin_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
EVX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.3409
tretinoin_homo sapiens_gpl6244_gds4180	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GTEX-XPVG-2226-SM-4B65U	GTEx Tissue Sample Gene Expression Profiles	1.0	1.55535
MRPL20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43016
496100384_HIP_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.05791
GSE187006_0_v_1_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K30071505	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.002
GSE133087_1_v_2_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
STAT4-19710469-TH1-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
caudal division of IPC (area 39)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.60424
GSE161864,GSE161866_0_v_2_ror2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE171837_0_v_1_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
orbital frontal cortex_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.01228
Kidney renal papillary cell carcinoma_KIRP_TCGA-G7-7501-01A-11R-2204-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
KLF17	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	57.7332
K562_CEP-33779_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0184605
RAMAC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26649
testis_4a	HPA Tissue Sample Gene Expression Profiles	1.0	1.32467
DMRT1-23473982-TESTES-MOUSE	ChEA Transcription Factor Binding Site Profiles	1.0	null
GSE199255,GSE199356_6_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K86746660	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.54917
BRD-K23589316	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.69371
16818636-TableS1	GeneSigDB Published Gene Signatures	1.0	null
Perturb_5299_KD_Setdb1_SRP098765	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	3.88847
gossypol-3740	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-B0-5402-01A-01R-1503-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
HSD17B4	Pathway Commons Protein-Protein Interactions	1.0	null
Fbxl10_OE_GSE34691_579_mouse_fibroblast cell line	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
anterior (rostral) cingulate (medial prefrontal) cortex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.43987
rostral migratory stream	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.932716
MAFK	ENCODE Transcription Factor Targets	1.0	null
GTEX-T6MN-0011-R7A-SM-32QP5	GTEx Tissue Sample Gene Expression Profiles	1.0	1.00509
piRNA processing	GO Biological Process Annotations 2023	1.0	null
GSE163052,GSE163198_5_v_0_hira_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SNU-C5	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K15609977	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-5.15991
Colonic epithelium cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.542
K562_Thiotepa_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0212092
Epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.363
GSE138001_0_v_3_rorb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
endocrine gland	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
GTEX-NPJ8-0011-R5a-SM-2HMJY	GTEx Tissue Sample Gene Expression Profiles	1.0	0.95115
LY-294002-4451	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-BP-4161-01A-02R-1325-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE206516,GSE206518_6_v_7_ptdss2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Sarcoma_SARC_TCGA-HS-A5N8-01A-11R-A26T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
testis	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
HELZ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34404
SUB1_02_161	KnockTF Gene Expression Profiles with Transcription Factor Perturbations	-1.0	-0.59877
GSE228106_3_v_4_paclitaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
SG in dysgranular insular cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.50327
GSE161864,GSE161866_4_v_3_ror2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SW684	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K97256018	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.76552
LY2801653	DeepCoverMOA Drug Mechanisms of Action	1.0	0.82
K562_Mesna_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0153439
BRD-K16064200	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.06997
gastrointestinal tract	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.080619
Malignant Neoplasm	DisGeNET Gene-Disease Associations	1.0	null
inferior olivary complex, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.994306
HUH-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.4283
Kidney Chromophobe_KICH_TCGA-KO-8408-01A-11R-2315-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Bladder Urothelial Carcinoma_BLCA_TCGA-DK-A1AE-01A-11R-A13Y-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
sw-480 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.550503
BRD-K82814367	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.45292
regulation of nucleobase-containing compound metabolic process	GO Biological Process Annotations 2015	1.0	null
TEAD4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8918
GPR98	Pathway Commons Protein-Protein Interactions	1.0	null
GSE175883_0_v_1_dis3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE77108_6_v_7_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
Tubulobulbar complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.814
UBE2E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09781
CDK4	Pathway Commons Protein-Protein Interactions	1.0	null
homeostasis/metabolism phenotype	MPO Gene-Phenotype Associations	1.0	null
Daytime sleep phenotypes	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.569897
BST2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82319
CRCGN015_HEPG2_48H:F16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.73205
BRD-K13086002	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.84283
PMC7618676-44318_2025_631_MOESM2_ESM.xlsx-Turtle-MYBL1_MYBL1	Rummagene Transcription Factor Associations 2026	1.0	null
KS-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE242083,GSE242098_3_v_4_med1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE133505_5_v_4_myf6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Perturb_5092_KO_Max_SRP078684	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	2.77738
Perturb_4991_KO_Mettl5_SRP268611	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	7.31461
BRD-K27398402	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.11972
HIST1H2BH	Pathway Commons Protein-Protein Interactions	1.0	null
han	GeneRIF Biological Term Annotations	1.0	null
GTEX-X4XX-0011-R6B-SM-46MWP	GTEx Tissue Sample Gene Expression Profiles	1.0	1.08924
VI, left, paravermis	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.923609
mecamylamine-3525	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
HEL9217	CCLE Cell Line Gene Expression Profiles	1.0	1.50201
GSE181959_3_v_2_dextran_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-CR-7404-01A-11R-2132-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CRCGN015_MCF10A.TP53.M_24H:O07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.4666
ELF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59315
hippocampus (hippocampal formation)_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	2.86164
ARGFX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.5738
c2c12	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	-1.0	-1.15259
plicamycin	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.83863
Cell type cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.235
HT-115	COSMIC Cell Line Gene Mutation Profiles	1.0	null
IGF1_OE_GDS3484_538_human_MCF-7	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
BRD-K87034416	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.62058
FOSL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28586
BRD-K71839680	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.64139
Kidney renal clear cell carcinoma_KIRC_TCGA-B8-5159-01A-01R-1420-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Prostate adenocarcinoma_PRAD_TCGA-XQ-A8TA-01A-11R-A36G-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
U20S	BioGPS Cell Line Gene Expression Profiles	-1.0	-1.00233
PMC10319804-41467_2023_38747_MOESM10_ESM.xlsx-cARID1A_KD_genes_down-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
mammillary body, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.855172
ZR75B	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	1.15396
GSE154081_3_v_0_sildenafil_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
SW1710	COSMIC Cell Line Gene Mutation Profiles	1.0	null
NAGK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27757
raphe obscurus nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.16258
GSE185163_3_v_1_clic4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
amygdaloid complex_13 pcw_M_12888	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.03322
CDK17	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K24838542	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.45404
BRD-K02361314	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13153
BRD-K45421483	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.22994
Perturb_13037_KO_Pcgf1/Pcgf6_SRP269225	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	2.93624
K562_IOX2_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0161594
hsa-miR-4496	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.809003
chromosome organization	GO Biological Process Annotations 2015	1.0	null
CRCGN015_MCF10A.TP53.M_24H:J07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.34515
DNA replication factor A complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.074
GSE184902_4_v_0_adipor1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE160765_2_v_1_twist1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
locus ceruleus, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.39213
ctnnb1_19652203_myeloma_lof_human_gpl570_gds3578	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	1.0	0.368099
Ciliopathy	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.118
HY-50713	DeepCoverMOA Drug Mechanisms of Action	1.0	0.47
K562_MLN8054_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0221314
Rivastigmine	DeepCoverMOA Drug Mechanisms of Action	1.0	0.73
mediodorsal nucleus of thalamus_19 pcw_F_12885	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.08826
SG in rostral perirhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.03858
U266B1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.831282
GSE89767_2_v_5_cebpa_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210101,GSE210114_4_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
HOXB4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.0433
BRD-K94344234	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.56912
GSE173873_10_v_13_stra8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Lymphoma_burkitts(Raji)	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	1.0516
amiodarone-3296	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
PMC11285331-cd-23-0539_table_s4_suppst4.xlsx-Expression_of_candidate_drivers-Table_S4_Candidate_Resistance_Driver_Genes_in_ZNF397-KO_Cells_ZNF397	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K51054674	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.29968
GSE239688_2_v_3_canagliflozin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-S95S-1126-SM-4B64E	GTEx Tissue Sample Gene Expression Profiles	1.0	1.74684
CRCGN015_MCF10A_48H:O10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.88855
CCNT1	Pathway Commons Protein-Protein Interactions	1.0	null
CJUN-26792858-CHIP-SEQ-BT549-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
BT474	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-0.795584
GTEX-R55E-0011-R6A-SM-2TC5T	GTEx Tissue Sample Gene Expression Profiles	1.0	0.850015
K562_Obatoclax Mesylate_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0212756
BRD-K03343162	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27797
anterior amygdaloid area	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.68262
GTEX-P4QT-2026-SM-3NMCJ	GTEx Tissue Sample Gene Expression Profiles	1.0	1.35519
PMC9541747-AGE-53-680-s003.xlsx-TableS6-Table_S6_Genes_with_missense_mutations_in_Yaroslavl_cattle_MAF_0_1_and_FST_0_4_in_the_1000_Bull_Genomes_Run_9_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE255680_1_v_3_igf2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Lung squamous cell carcinoma_LUSC_TCGA-34-7107-01A-11R-1949-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
posteroventral (inferior) parietal cortex_15 yrs_M_12299	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.07551
LY-294002-1227	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE158834_1_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
hsa-miR-4433	TargetScan Predicted Conserved microRNA Targets	1.0	1.26663
K562_Cyclocytidine HCl_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0180576
Urinary system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.071
GSE189653,GSE203344_2_v_0_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_10_v_6_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
CRCGN011_HEPG2_24H:G13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.3487
aminoglutethimide-2390	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
NCI-H929	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.906703
MISP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10347
primary motor cortex (area M1, area 4)_19 yrs_F_12832	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.04453
BRD-K58728497	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06292
KRAS.BREAST_UP.V1	MSigDB Signatures of Differentially Expressed Genes for Cancer Gene Perturbations	-1.0	null
gametocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.134874
GSE128054_1_v_0_myt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-S4UY-1226-SM-4AD51	GTEx Tissue Sample Gene Expression Profiles	1.0	1.29795
Glucosidase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.821
HuO9	GDSC Cell Line Gene Expression Profiles	-1.0	-1.56248
LN382	CCLE Cell Line Gene Expression Profiles	-1.0	-1.73994
EPZ-6438	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.29
GTEX-S7SE-0011-R7A-SM-2XCDI	GTEx Tissue Sample Gene Expression Profiles	1.0	0.839899
BECKER	DepMap CRISPR Gene Dependency	1.0	4.3911
GSE112762,GSE112767_1_v_3_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE226249_5_v_7_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Perturb_11736_OE_KLF5_SRP091857	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	6.20202
regulation of response to dna damage stimulus	GO Biological Process Annotations 2015	1.0	null
CA2 field, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.972541
internal male genital organ	TISSUES Experimental Tissue Protein Expression Evidence Scores	1.0	0.766457
Chromocenter	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.688
G96	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.07008
GTEX-P44H-0011-R5A-SM-2XCEX	GTEx Tissue Sample Gene Expression Profiles	1.0	0.925118
GSE191174_0_v_1_ccdc92_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Prostate adenocarcinoma_PRAD_TCGA-EJ-5525-01A-01R-1580-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Prostate adenocarcinoma_PRAD_TCGA-CH-5769-11A-01R-1580-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE174701_5_v_2_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
metabolic	GAD High Level Gene-Disease Associations	1.0	0.293278
EZH2_mammary epithelial cell_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
CRCGN016_MCF10A.TP53.M_24H:K05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	10.0
CRCGN016_MCF10A.WT.HP_24H:N14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.7152
H2AFX	Pathway Commons Protein-Protein Interactions	1.0	null
Bladder Urothelial Carcinoma_BLCA_TCGA-C4-A0F7-01A-11R-A084-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
KATOIII	COSMIC Cell Line Gene Mutation Profiles	1.0	null
hsa-miR-676	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.2992
inner CP in lateral temporal-occipital cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.1644
WSU-DLCL2	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.36933
MTHFD1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04195
BRD-K77320034	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02912
BRD-K75900952	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.77484
Nr1h4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	14.7574
DU145	BioGPS Cell Line Gene Expression Profiles	1.0	2.41625
K562_JNJ-26854165_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0183728
CRCGN016_MCF10A.WT.HP_24H:N15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.6952
GSE200839,GSE233826_3_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE216043_3_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LARS	Pathway Commons Protein-Protein Interactions	1.0	null
hsa-miR-204	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.07142
Perturb_13_KO_Pbx1/Pbx2_ERP125157	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
BRD-K93127164	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.04863
HNF4alpha_KO_GDS1915_173_mouse_Small intestine	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
GSE60837_0_v_3_bcl9_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN008_HEPG2_24H:I03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.40915
DNA methylation-dependent heterochromatin formation	GO Biological Process Annotations 2023	1.0	null
GSE68156_3_v_1_dextran_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K53889798	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.70555
abnormal testis morphology	MPO Gene-Phenotype Associations	1.0	null
respiratory system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.069121
CBX2_KO_GDS4445_354_mouse_E11.5 XY embryonic gonads	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
GTEX-UJHI-1026-SM-4IHJP	GTEx Tissue Sample Gene Expression Profiles	1.0	1.17568
GTEX-WEY5-0726-SM-4LMID	GTEx Tissue Sample Gene Expression Profiles	1.0	1.45513
Endocrine system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.462
PANC-08-13	GDSC Cell Line Gene Expression Profiles	-1.0	-1.43464
PMC9377669-tx1c00392_si_002.xlsx-Lithium_Chloride-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GSE186223,GSE186224_6_v_3_hmces_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HCC366	CCLE Cell Line Gene CNV Profiles	-1.0	-1.54647
canavanine-2141	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Skin Cutaneous Melanoma_SKCM_TCGA-GN-A26D-06A-11R-A18T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Perturb_6572_KO_Gls_SRP338093	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
GTEX-Q2AG-0011-R6A-SM-2HML7	GTEx Tissue Sample Gene Expression Profiles	1.0	0.936032
BRD-K86721033	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.20387
Sertoli cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.935
SNU-449	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.827367
spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.488667
MRPL21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09392
open-angle glaucoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.959
PMC9377669-tx1c00392_si_002.xlsx-Carbamazepin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ZBTB7C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.7619
PMC8390401-12094_2021_2621_MOESM2_ESM.xls-S4-Supplemental_Table_S4_Differentially_expressed_genes_between_cases_with_G-CSF-induced_pY-STAT3_DMFI_1_5_STAT3_Low_v_DMFI_1_5_STAT3_High_STAT3	Rummagene Transcription Factor Associations 2026	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-BP-4342-01A-01R-1289-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
MC-IXC	GDSC Cell Line Gene Expression Profiles	1.0	2.42313
GSE98964_0_v_4_tet2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-PVOW-0011-R5A-SM-32PL7	GTEx Tissue Sample Gene Expression Profiles	1.0	1.14064
GSE180200,GSE180201_12_v_9_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
etofenamate-4108	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Integument	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.141
macromolecule localization	GO Biological Process Annotations 2015	1.0	null
fh50	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.205
SQ1	CCLE Cell Line Gene CNV Profiles	-1.0	-2.21263
POLR2A_MCF 10A_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
AXIN1	Pathway Commons Protein-Protein Interactions	1.0	null
organelle fission	GO Biological Process Annotations 2015	1.0	null
NK-92MI	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE226316_11_v_2_tead2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
inner SZ in orbital frontal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.932449
GSE102505_6_v_0_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LMX1B_KO_GDS3320_57_mouse_embryonic (e11.5) proximal hindlimb bud tissues	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
principal sensory nucleus of trigeminal nerve, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.82929
inner CP in dorsomedial extrastriate cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.872926
GSE233647_4_v_5_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8390401-12094_2021_2621_MOESM2_ESM.xls-S7-Supplemental_Table_S7_Genes_that_are_commonly_upregulated_in_both_pY-STAT3_Low_groups_v_pY-STAT3_High_groups_STAT3	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K83307202	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07971
Sarcoma_SARC_TCGA-WP-A9GB-01A-11R-A37L-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PTBP1	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K31021810	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55157
GSE171837_3_v_1_bortezomib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE249404_0_v_1_oxytocin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Tacedinaline_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0150288
hippocampus (hippocampal formation)_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	2.49373
PHF8-20622854-HELA-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
CALU6	DepMap CRISPR Gene Dependency	1.0	2.5049
BRD-K69564473	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.6092
GTEX-TSE9-3126-SM-4DXSY	GTEx Tissue Sample Gene Expression Profiles	1.0	0.972494
RBPJ	ChEA Transcription Factor Targets	1.0	null
Seminal plasma	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.943
CRCGN009_HEPG2_24H:G14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.51835
17683608-TableS2	GeneSigDB Published Gene Signatures	1.0	null
Bladder Urothelial Carcinoma_BLCA_TCGA-BT-A20R-11A-11R-A16R-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
LS-411N	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE226316_6_v_2_tead2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
abnormal cell physiology	MPO Gene-Phenotype Associations	1.0	null
GSE192870_2_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Arid3b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	77.9577
K562_Ivosidenib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.016564
Male infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.735
oxolinic acid-2266	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
PMC5352183-oncotarget-08-624-s009.xlsx-Table_S20-1_indicates_that_the_gene_is_both_a_TP53-MW_and_a_TP53-MSN_gene_in_the_correponding_cancer_and_0_indicates_not_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
SG in dorsolateral prefrontal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.3721
Perturb_5057_OE_Mir344_SRP161512	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	11.7948
primary somatosensory cortex (area S1, areas 3,1,2)_37 pcw_M_263195015	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.07722
trimethadione-4086	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-DU-6404-02A-21R-A36H-07,TCGA-DU-6404-02B-11R-A36H-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
fh23	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.196
PMC5651844-41467_2017_1173_MOESM5_ESM.xlsx-Down_genes_shY2-1-Supplementary_Data_1_Down_regulated_genes_in_ShY2_KD_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
mediodorsal nucleus of thalamus_13 pcw_F_12834	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-0.832403
GSE211128_9_v_5_angptl4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-OIZH-2126-SM-3NB1P	GTEx Tissue Sample Gene Expression Profiles	1.0	2.09336
intracellular membrane-bounded organelle	GO Cellular Component Annotations 2025	1.0	null
Perturb_17329_KO_Dis3l2_SRP288575	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-1.30925
CP66-MEL	COSMIC Cell Line Gene Mutation Profiles	1.0	null
TEAD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35824
PMC8104016-hcg-12-e002353-s006.xlsx-mTHP-1-LPS_Prom-Prom_Prom-GWAS-RefSeq_Name_1_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE130690,GSE130692_2_v_0_sirt6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
dorsolateral prefrontal cortex_21 pcw_M_12886	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.12892
BRD-K45732260	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.23803
hsa-miR-4687-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.99187
cell cycle process	GO Biological Process Annotations 2015	1.0	null
midline nuclear complex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.15366
H3K27me3_bronchial epithelial cell_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
Perturb_5051_KO_Ring1_SRP078684	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-3.25325
GSE149943_2_v_3_cd8a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Perturb_9487_OE_Fi3_SRP273336	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	10.2571
GSE131887_1_v_4_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE82032_3_v_1_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
COLO-684	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE182680,GSE182683_7_v_11_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE113734_1_v_2_qprt_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213588_10_v_12_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CCRT CEM	BioGPS Cell Line Gene Expression Profiles	1.0	1.271
NCIH1703	CCLE Cell Line Gene CNV Profiles	-1.0	-1.3731
GSE146962_0_v_1_glucosamine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
tropicamide-3619	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
internal male genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
GSE206270_2_v_0_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HCC2998	BioGPS Cell Line Gene Expression Profiles	-1.0	-1.91916
GTEX-XBEC-0126-SM-4GIDT	GTEx Tissue Sample Gene Expression Profiles	1.0	1.72621
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-FU-A3EO-11A-13R-A213-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
colorectal adenocarcinoma cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.08874
Hypogonadotropic hypogonadism	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.267
K562_Fedratinib_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0170863
TMEM218	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17763
GTEX-N7MS-0011-R5a-SM-2HMK8	GTEx Tissue Sample Gene Expression Profiles	1.0	1.00032
BRD-K83708664	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.96641
cellular component organization	GO Biological Process Annotations 2015	1.0	null
GSE143830_0_v_1_trex1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Lung	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-1.61805
GSE200673,GSE200691_1_v_5_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RCOR1	ChEA Transcription Factor Targets	1.0	null
GSE153189_1_v_0_interferon gamma_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GLIS3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.3365
BRD-K26809097	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.97414
BRD-K29301364	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.90142
496100433_HIP_probable Alzheimer's disease_TBI_88_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.11419
PMC5787431__F2	PFOCR Pathway Figure Associations 2024	1.0	null
Perturb_5237_KO_Abhd11_SRP237744	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	11.8584
KYSE-450	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles	1.0	null
Meiotic spindle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.802
PMC8881251-18_2022_4183_MOESM3_ESM.xlsx-ERM_vs_P4-DEGs_ERM_versus_P4_organoids_ETV5	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-WFG8-1926-SM-4LVM1	GTEx Tissue Sample Gene Expression Profiles	1.0	1.76374
BRD-A11130173	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.52587
Bladder Urothelial Carcinoma_BLCA_TCGA-GV-A3QI-01A-11R-A220-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE169152_5_v_4_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE85565_1_v_0_tcf21_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SW 1116	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.30703
griseofulvin-2293	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GTEX-O5YW-1526-SM-3MJGL	GTEx Tissue Sample Gene Expression Profiles	1.0	1.05341
flumetasone-3712	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
TCF12/HEB-22897851-JUKARTE6-1-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
testis_7a	HPA Tissue Sample Gene Expression Profiles	1.0	1.26984
Annulate lamellae	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.506
Sperm cytoplasmic droplet	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.982
ZNF740	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	111.669
Stat2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	67.2316
Pelvic varices	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.72
layer II of area 35c	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.942385
18338247-SuppTable3	GeneSigDB Published Gene Signatures	1.0	null
GSE184902_4_v_0_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE86507,GSE86509_3_v_10_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE103068_0_v_1_volasertib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-X585-0011-R6A-SM-46MVJ	GTEx Tissue Sample Gene Expression Profiles	1.0	0.942192
GSE118816_0_v_1_myo1c_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE192513,GSE192515_2_v_0_atg16l1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FLII	Pathway Commons Protein-Protein Interactions	1.0	null
GSE211262,GSE211263_3_v_1_pbrm1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
pontine raphe nucleus, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	0.89774
NCI-H2198	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.84165
primary auditory cortex (core)_37 pcw_M_263195015	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-0.909155
PMC9377669-tx1c00392_si_002.xlsx-Entinostat-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
NCI-H740	COSMIC Cell Line Gene Mutation Profiles	1.0	null
MERO14	DepMap CRISPR Gene Dependency	1.0	2.2832
GSE145790_0_v_1_bruceantin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE197686,GSE197688_2_v_0_arid1a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC6420765-12864_2019_5550_MOESM4_ESM.xlsx-R_D4_vs_D9-gene_id_x_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
Kidney renal papillary cell carcinoma_KIRP_TCGA-B9-A5W9-01A-11R-A28H-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
TECR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03383
SW982	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K80819226	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.54301
GSE96777,GSE96778_3_v_2_zbtb4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE130401_4_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DU-145	COSMIC Cell Line Gene Mutation Profiles	1.0	null
SKRC31	DepMap CRISPR Gene Dependency	1.0	2.83199
Head and Neck squamous cell carcinoma_HNSC_TCGA-CR-7402-01A-11R-2016-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PA-1	GDSC Cell Line Gene Expression Profiles	-1.0	-1.49745
Perturb_9831_KO_SIX6_SRP256351	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
MM485	DepMap CRISPR Gene Dependency	1.0	2.28912
azoospermia; oligospermia	GAD Gene-Disease Associations	1.0	null
COLO-783	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.41736
mephenytoin-6158	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GTEX-WVLH-0011-R5A-SM-3MJFW	GTEx Tissue Sample Gene Expression Profiles	1.0	0.938974
CRCGN015_MCF10A.TP53.M_24H:O23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.0024
developmental process involved in reproduction	GO Biological Process Annotations 2015	1.0	null
TP53-23651856-MEFS-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
GLIS2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.8052
GTEX-UTHO-3126-SM-3P5ZB	GTEx Tissue Sample Gene Expression Profiles	1.0	1.10514
TEAD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4871
sclc21h	HPA Cell Line Gene Expression Profiles	1.0	0.870718
PMC4595011-pgen.1005555.s003.xlsx-BPTF_DOWN-regulated-Gene_name_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-WVLH-0011-R6A-SM-3MJFZ	GTEx Tissue Sample Gene Expression Profiles	1.0	0.936737
Pain	DisGeNET Gene-Phenotype Associations	1.0	null
GSE202359_1_v_0_rbpms_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K39668479	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.36062
GSE227592_0_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SIRT1_Deficiency_GDS4895_316_mouse_Brain	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
abnormal male germ cell morphology	MPO Gene-Phenotype Associations	1.0	null
K562_Rucaparib_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0176701
GTEX-TKQ2-0926-SM-4DXU5	GTEx Tissue Sample Gene Expression Profiles	1.0	1.42204
Breast Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
tetrahydroalstonine-2748	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
HCC2998	DepMap CRISPR Gene Dependency	1.0	2.20664
cerebellar cortex_37 yrs_M_12303	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.07722
smoothmuscle_8b	HPA Tissue Sample Gene Expression Profiles	1.0	0.836439
inferior frontal gyrus, triangular part, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.861667
hsa-miR-548am	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.2992
piribedil-5434	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-SIX1_SIX1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE183335,GSE183351_1_v_0_lin28b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
WM-115	GDSC Cell Line Gene Expression Profiles	-1.0	-1.51821
HERC1	Pathway Commons Protein-Protein Interactions	1.0	null
GSE113005_0_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
km3	HPA Cell Line Gene Expression Profiles	-1.0	-1.05471
Adrenocortical carcinoma_ACC_TCGA-OR-A5KZ-01A-11R-A29S-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
YAP1	ChEA Transcription Factor Targets	1.0	null
GSE163052,GSE163198_1_v_0_hira_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NCI-H1355	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.11424
Orchitis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.441
CRCGN008_HEPG2_24H:K22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.4548
TCCSUP	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K96737756	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	5.11674
BRD-K19327124	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.78382
Urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
HIST2H2BE	Pathway Commons Protein-Protein Interactions	1.0	null
TAK-779	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.38
PMC9377669-tx1c00392_si_002.xlsx-MethylMerc-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
CRCGN016_MCF10A.WT.HP_24H:O24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.03456
BRD-K10876822	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.34742
Sex chromatin	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.332
CRCGN017_MCF10A.TP53.M_24H:K20	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.74785
PANC-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.3632
ES5	DepMap CRISPR Gene Dependency	1.0	2.14699
Perturb_14224_KO_Tcf12_SRP392331	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
dorsolateral prefrontal cortex_2 yrs_F_12979	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-2.04151
GTEX-S33H-0126-SM-4AD62	GTEx Tissue Sample Gene Expression Profiles	1.0	1.65464
protein localization	GO Biological Process Annotations 2015	1.0	null
PMC3923219-mmc2.xls-Table_S1-Table_S1_Differential_Gene_Expression_in_GFP-PRDM1_transduced_H9_hESCs_PRDM1	Rummagene Transcription Factor Associations 2026	1.0	null
CSNK1E	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K59893572	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.7252
CRCGN015_HEPG2_48H:G05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.22287
Pancreatic adenocarcinoma_PAAD_TCGA-HZ-7924-01A-11R-2156-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
hsa-miR-3152-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.99187
GSE112760,GSE112767_2_v_5_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-N7MT-1026-SM-3TW8T	GTEx Tissue Sample Gene Expression Profiles	1.0	1.00612
cuneus, right, peristriate	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.80392
CRCGN017_MCF10A.WT.HP_24H:O21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.9738
GSE175787_11_v_2_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RBAK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05835
Brain Lower Grade Glioma_LGG_TCGA-DU-8161-01A-11R-2256-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
mediodorsal nucleus of thalamus_16 pcw_M_12837	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.0661
BRD-K36111748	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.23679
CSE1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18432
ventrolateral prefrontal cortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.1942
Germ cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.329
regulation of cellular response to stress	GO Biological Process Annotations 2015	1.0	null
BRD-K61912055	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.76837
CRCGN015_HEPG2_48H:F24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.04166
SNU-1040	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K17060750	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.06319
Nobox	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.3158
SKNDZ	CCLE Cell Line Gene Expression Profiles	1.0	1.43525
HIST3H2BB	Pathway Commons Protein-Protein Interactions	1.0	null
20208059-SuppTable2	GeneSigDB Published Gene Signatures	1.0	null
GSE210101,GSE210114_8_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Gonad	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
K562_WHI-P154_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0181891
PMC9377669-tx1c00392_si_002.xlsx-Doxylamine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
H3K27me3_G1E-ER4_mm9_2	ENCODE Transcription Factor Binding Site Profiles	1.0	null
Pheochromocytoma and Paraganglioma_PCPG_TCGA-QR-A70E-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Condensed nuclear chromosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.327
alpha-ergocryptine-4552	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
K-562	COSMIC Cell Line Gene Mutation Profiles	1.0	null
CTV-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
abnormal male reproductive gland morphology	MPO Gene-Phenotype Associations	1.0	null
BRD-K78697404	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12751
TDGF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59059
blood vessel	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.059202
GSE102505_1_v_3_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
stratum lacunosum-moleculare of rostral CA1	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.931433
CELF2	Pathway Commons Protein-Protein Interactions	1.0	null
JHH2	CCLE Cell Line Gene Expression Profiles	-1.0	-1.74808
iopamidol-2732	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE106661,GSE106665_0_v_3_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
layer IIIb of caudal entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.916023
SAMD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09968
hsa-miR-548u	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.880544
CRCGN017_MCF10A.WT.HP_24H:P19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.4941
GSE158834_1_v_5_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
COR-L311	COSMIC Cell Line Gene Mutation Profiles	1.0	null
cerebellum_13 pcw_F_12834	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.42213
caudal ganglionic eminence_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.85807
regulation of DNA recombination	GO Biological Process Annotations 2023	1.0	null
hymecromone-3045	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
Apical tubulobulbar complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.721
endometrium_4a	HPA Tissue Sample Gene Expression Profiles	1.0	0.946321
Perturb_13399_KD_PBX1_SRP302267	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
Head and Neck squamous cell carcinoma_HNSC_TCGA-CV-7418-01A-11R-2081-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-DEG_KD_PC-Symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE213228_4_v_5_irak2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
hsa-miR-200b	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.921135
GTEX-R55G-1626-SM-48FF4	GTEx Tissue Sample Gene Expression Profiles	1.0	1.36811
GSE107505_1_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ECC10	CCLE Cell Line Gene CNV Profiles	1.0	1.65176
GSE216273,GSE216292_0_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HCC2279	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.12343
CTCF_T-cell acute lymphoblastic leukemia_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
GSE230573_1_v_0_dcaf1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K37625653	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.86196
GSE221356_1_v_0_tfeb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE175787_8_v_2_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CB-839	DeepCoverMOA Drug Mechanisms of Action	1.0	0.63
Papillary renal cell carcinoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.513
SIRT1_KO_GDS4895_410_mouse_brain	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
H3K27me3_CD34 Primary Cells	Roadmap Epigenomics Histone Modification Site Profiles	1.0	null
CEBPB_K562_hg19_3	ENCODE Transcription Factor Binding Site Profiles	1.0	null
Perturb_14412_KO_Cnot6/Cnot6L_SRP285826	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	1.75729
SKNMC	CCLE Cell Line Gene Expression Profiles	1.0	2.2016
GSE235587_2_v_0_mitoxantrone_human	RummaGEO Drug Perturbation Signatures	1.0	null
medial ganglionic eminence_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.50547
BRD-K40266835	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.6672
spermatogenic	GeneRIF Biological Term Annotations	1.0	null
Cryptorchidism	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.665
GSE91015_0_v_1_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-TSE9-2626-SM-4DXV2	GTEx Tissue Sample Gene Expression Profiles	1.0	1.22405
CRCGN009_HEPG2_24H:O03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.61256
homeostasis of number of cells	GO Biological Process Annotations 2015	1.0	null
body height	GAD Gene-Disease Associations	1.0	null
outer portion of lateral ganglionic eminence	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.968799
ChIP_POU5F1_16518401	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
Oligospermia	HuGE Navigator Gene-Phenotype Associations	1.0	null
upper limb region of M1	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.48892
PMC5303304-13073_2017_407_MOESM5_ESM.xlsx-mycn-sy5y-se_single_24DMSO_vs_4-Table_S4_Genes_differentially_expressed_by_48h_Dox_MYCN_overexpression_treatment_DE_comparison_with_SY5Y-MYCN_control_cells_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-CN-A49A-01A-11R-A24H-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CRCGN015_MCF10A_48H:J24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.12455
BL697 (CC2D1A)	NURSA Protein Complexes	1.0	null
mediodorsal nucleus of thalamus_4 mos_M_12296	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-0.934645
KAT2A	ENCODE Transcription Factor Targets	1.0	null
regulation of double-strand break repair	GO Biological Process Annotations 2015	1.0	null
OTUD4	Pathway Commons Protein-Protein Interactions	1.0	null
GTEX-XUZC-0926-SM-4BOQF	GTEx Tissue Sample Gene Expression Profiles	1.0	1.30163
LAGE3	Pathway Commons Protein-Protein Interactions	1.0	null
Liver hepatocellular carcinoma_LIHC_TCGA-CC-5260-01A-01R-A131-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE174701_5_v_6_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ARHGEF17	Pathway Commons Protein-Protein Interactions	1.0	null
SUM185PE	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	1.01163
ZFX_KO_GDS2718_151_mouse_hematopoietic stem cells	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
hsa-miR-3157-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.0155
OCUM-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
SW1463	COSMIC Cell Line Gene Mutation Profiles	1.0	null
PMC8104016-hcg-12-e002353-s006.xlsx-mTHP-1-LPS_Prom-Prom_Prom-GWAS-RefSeq_Name_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
Male infertility	WikiPathways Pathways 2024	1.0	null
regulation of double-strand break repair via homologous recombination	GO Biological Process Annotations 2023	1.0	null
PIK3IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29845
HROB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1278
JHH-5	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.20109
PMC6420765-12864_2019_5550_MOESM4_ESM.xlsx-R_D4_vs_D9-gene_id_y_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-COMMON_KD-DOWN_and_OE-UP-109_common_elements_in_kd-down_and_oe-up_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CRCGN015_MCF10A_48H:J22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.2606
MG-63	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.96234
cellular localization	GO Biological Process Annotations 2015	1.0	null
hsa-miR-374b	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.809003
azlocillin-5788	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE180200,GSE180201_15_v_9_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-BP-4789-01A-01R-1305-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
integument	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.055143
DB	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.963199
GTEX-NPJ7-2926-SM-3MJGQ	GTEx Tissue Sample Gene Expression Profiles	1.0	0.949339
GSE74251_0_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
renal vein	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.769855
MYC-19915707-AK7-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K92974694	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.29267
facultative heterochromatin formation	GO Biological Process Annotations 2023	1.0	null
primary visual cortex (striate cortex, area V1/17)_12 pcw_F_12835	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.40973
Perturb_12844_KO_Ehmt2_SRP269502	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
GTEX-T5JC-0011-R5A-SM-32PLK	GTEx Tissue Sample Gene Expression Profiles	1.0	0.88779
COLO-704	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.0596
OCI-LY-10	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.976161
Varicocele	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.852
Perturb_5109_OE_Trim66_SRP311833	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-1.40548
GSE147876,GSE147877_2_v_11_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
Female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CRCGN015_HEPG2_48H:G15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.0319
Kidney Chromophobe_KICH_TCGA-KL-8341-01A-11R-2315-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K08558441	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.59143
gonad	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-B0-4814-01A-01R-1277-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
TAF1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51612
PMC12496224-mmc1.pdf-7-MYBL2_MYBL2	Rummagene Transcription Factor Associations 2026	1.0	null
OCI-AML2	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.850266
CRCGN016_MCF10A.TP53.M_24H:N14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.09525
TOV-112D	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.827367
nuclear division	GO Biological Process Annotations 2015	1.0	null
KATO III	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.32794
Perivitelline space	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.512
NCI-H1092	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.20832
Oligoasthenoteratozoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.771
decreased male germ cell number	MGI Mouse Phenotype Associations 2023	1.0	null
fh4	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.581
Acute Myeloid Leukemia_LAML_TCGA-AB-2863-03A-01T-0734-13	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Perturb_2822_KO_Trim11_SRP341196	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	8.72065
CRCGN017_MCF10A.WT.HP_24H:K23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.0346
Perturb_11884_OE_Fra2_SRP099567	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-1.76478
hsa-miR-4778-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.7397
IZ in medial temporal-occipital cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.831345
Skin Cutaneous Melanoma_SKCM_TCGA-OD-A75X-06A-12R-A32P-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Edinger-Westphal nucleus (accessory oculomotor nucleus)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.27689
GSE138815,GSE138817_0_v_2_kdm6a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
spermatogonium	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.489057
NCI-H1299	COSMIC Cell Line Gene Mutation Profiles	1.0	null
K562_Bisindolylmaleimide IX_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0179015
dorsal thalamus_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.12273
KYSE-50	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GTEX-RWS6-1326-SM-47JXB	GTEx Tissue Sample Gene Expression Profiles	1.0	1.40466
inner SZ in ventrolateral prefrontal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.05445
786-0	COSMIC Cell Line Gene Mutation Profiles	1.0	null
hsa-miR-4716-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.99187
GSE211286_7_v_3_tcf12_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE107505_3_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE182680,GSE182683_7_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Male reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.106
HSPA1B	Pathway Commons Protein-Protein Interactions	1.0	null
GSE235605,GSE235701_0_v_1_enasidenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-T6MO-1526-SM-4DM57	GTEx Tissue Sample Gene Expression Profiles	1.0	1.44416
SW1271	CCLE Cell Line Gene CNV Profiles	-1.0	-1.95325
Muscle tendon junction	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.703
SNU-81	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Prestwick-674-3716	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GSE211177,GSE211178_4_v_10_ets1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC12670081-mct-24-0704_supplementary_table_s10_suppst10.xlsx-Supplementary_Table_S10-Supplementary_Table_S10_Differential_expression_of_TFCP2-rearranged_RMS_Vs_Other_RMS_FC_3_padj_0_01_TFCP2	Rummagene Transcription Factor Associations 2026	1.0	null
BJHTERT	CCLE Cell Line Gene Expression Profiles	-1.0	-1.97588
HT-29	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.66621
GSE193258,GSE193259_2_v_12_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
endometrium_8a	HPA Tissue Sample Gene Expression Profiles	1.0	1.10003
PMC10842785-NIHMS1948219-supplement-3.xlsx-GATA2_sense_vs_antisense-Gene_GATA2	Rummagene Transcription Factor Associations 2026	1.0	null
NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.9092
ENTPD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26604
GTEX-RU72-0011-R7A-SM-2TF5U	GTEx Tissue Sample Gene Expression Profiles	1.0	0.835495
lung	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.071041
fh55	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.43
Bladder Urothelial Carcinoma_BLCA_TCGA-2F-A9KR-01A-11R-A38B-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CRCGN011_HEPG2_24H:O05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.65245
GSE114284_1_v_5_irf1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
adenocarcinoma cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.059209
fh15	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.753
cellular component assembly	GO Biological Process Annotations 2015	1.0	null
amygdaloid complex_40 yrs_F_12304	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.851665
BRD-K01534436	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.39822
hsa-miR-211	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.0155
SW480_LARGE_INTESTINE	CCLE Cell Line Proteomics	1.0	12.9503
rectum	HPA Tissue Protein Expression Profiles	1.0	1.10352
Disease of cellular proliferation	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.423
lateral ganglionic eminence_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.10595
Perturb_10203_KO_SLC35F2_ERP006028	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	20.0
GSE156923_0_v_3_rbmx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_AZD1480_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.025107
ZNF25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24366
Perturb_16522_KD_ASXL3_SRP247927	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
GTEX-NL4W-0011-R5a-SM-2I3GD	GTEx Tissue Sample Gene Expression Profiles	1.0	0.920757
etidronic acid-3325	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
CHD1	ENCODE Transcription Factor Targets	1.0	null
HOXA5	JASPAR Predicted Transcription Factor Targets	1.0	null
G59	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.51271
ventrolateral prefrontal cortex_4 yrs_M_12298	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.34971
PFEIFFER	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.96141
TRIM33	Pathway Commons Protein-Protein Interactions	1.0	null
GSE71529,GSE71558_1_v_0_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
male infertility	MGI Mouse Phenotype Associations 2023	1.0	null
paraventricular nucleus of hypothalamus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-2.01294
GTEX-SNOS-1126-SM-4DM67	GTEx Tissue Sample Gene Expression Profiles	1.0	2.05271
GSE148692,GSE148695_2_v_6_satb2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
lung adenocarcinoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.725274
fascia	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.803961
496100313_HIP_possible Alzheimer's disease_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.32275
GSE225656_2_v_3_tsc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IPO13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41605
496100529_HIP_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.27555
CRCGN009_HEPG2_24H:F20	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.0802
SK-GT-4	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRD-K94518115	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.47355
Perturb_14338_KD_ANK1_SRP189259	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	2.13551
KARPAS-299	GDSC Cell Line Gene Expression Profiles	-1.0	-2.28703
Lung adenocarcinoma_LUAD_TCGA-44-6778-01A-11R-1858-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
hippocampus (hippocampal formation)_13 pcw_M_12888	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.91846
LXFL529	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.36933
abnormal reproductive system morphology	MPO Gene-Phenotype Associations	1.0	null
GSE88819_0_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
OGT	Pathway Commons Protein-Protein Interactions	1.0	null
hsa-miR-4799-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.7397
GSE112762,GSE112767_2_v_3_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Perturb_78_KD_BAP18_SRP074464	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	2.69906
PMC3526356-supp_jem.20121387_JEM_20121387_sm.pdf-41-TET1_TET1	Rummagene Transcription Factor Associations 2026	1.0	null
Rarb	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	60.9858
condensed chromosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.462398
z85	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.526
regulation of double-strand break repair via homologous recombination	GO Biological Process Annotations 2015	1.0	null
lateral orbital frontal cortex (area 12/47)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.1235
lateral tuberal nucleus, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.05653
Lymphnode	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-0.980931
Liver hepatocellular carcinoma_LIHC_TCGA-G3-A25T-01A-11R-A16W-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
t61-colon_consensus	MoTrPAC Rat Endurance Exercise Training	1.0	1.61158
GTEX-NPJ7-0011-R6a-SM-2I3G7	GTEx Tissue Sample Gene Expression Profiles	1.0	1.00356
PPIH	Pathway Commons Protein-Protein Interactions	1.0	null
CHMP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.68321
CAL120_BREAST	CCLE Cell Line Proteomics	1.0	8.71426
colonic adenocarcinoma cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.098852
GSE123943_4_v_0_sox1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
primary visual cortex (striate cortex, area V1/17)_16 pcw_M_12837	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.21683
ZBTB14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.2153
CELF1	Pathway Commons Protein-Protein Interactions	1.0	null
male reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
Testicular cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.304
GSE125025_2_v_3_lyl1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE180200,GSE180201_5_v_0_qpctl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ampyrone-4507	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GTEX-XLM4-1526-SM-4AT6D	GTEx Tissue Sample Gene Expression Profiles	1.0	1.70387
GTEX-X585-0011-R5A-SM-46MVI	GTEx Tissue Sample Gene Expression Profiles	1.0	1.01218
HCT116	DepMap CRISPR Gene Dependency	1.0	6.8991
PMC11003700-pbio.3002240.s013.xlsx-siMYCN_RNA_IMR32_48h_q_0_05_1_5-Table_S6_Genes_commonly_and_differentially_regulated_by_MYCN_and_WDR5_in_IMR32_cells_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K86946907	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.01679
GSE96641_5_v_0_esrp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HCC202	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.47921
Lung squamous cell carcinoma_LUSC_TCGA-63-A5M9-01A-11R-A26W-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
perphenazine-1540	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GTEX-X261-3226-SM-3NMC3	GTEx Tissue Sample Gene Expression Profiles	1.0	1.2255
D-247MG	COSMIC Cell Line Gene Mutation Profiles	1.0	null
RD	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Pheochromocytoma and Paraganglioma_PCPG_TCGA-RW-A688-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
LY-294002-5937	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Sarcoma_SARC_TCGA-DX-AB2J-01A-11R-A38C-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
buflomedil-4258	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
X, left, paravermis	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.50591
abnormal male reproductive system morphology	MPO Gene-Phenotype Associations	1.0	null
GSE236437_0_v_3_aldosterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Primary oocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.268
estradiol_mus musculus_gpl4134_gse23072	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
hippocampus (hippocampal formation)_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	3.12607
COLO-704	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene Mutation Profiles	1.0	null
GSE130437_2_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Monogenic disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.905
cerebellar cortex_40 yrs_F_12304	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-0.894355
GSE158834_7_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
SOX2-21211035-LN229_GBM-HUMAN	ChEA Transcription Factor Binding Site Profiles	1.0	null
GSE164463_3_v_1_pax6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MZ in posteror frontal cortex (motor cortex)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.12362
Pheochromocytoma and Paraganglioma_PCPG_TCGA-WB-A81G-01A-11R-A35L-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Hypospadias	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.059
A2BAR_Deficiency_GDS3662_520_mouse_Heart	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
NCI-H1703	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.09381
GSE229671,GSE229673_2_v_1_yrdc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GLIS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.0199
CRCGN015_MCF10A_48H:O11	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	8.8355
FAM110B	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K31806725	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.0432
medrysone-3603	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE174586_0_v_1_slc4a11_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11925450-elife-96850-supp2.xlsx-DNMT1_KO_vs_DNMT1_L1TD1_dKO_res-geneName_DNMT1	Rummagene Transcription Factor Associations 2026	1.0	null
SW 982	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.934726
GSE169356_0_v_1_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Ascorbic_Acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-PX3G-2026-SM-48U1H	GTEx Tissue Sample Gene Expression Profiles	1.0	1.52389
prilocaine-3727	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
Brain Lower Grade Glioma_LGG_TCGA-DU-6404-01A-11R-1708-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
OCI-AML3	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.36933
Spermatogenic failure 11	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.561
NPM1	Pathway Commons Protein-Protein Interactions	1.0	null
hsa-miR-4720-5p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.7397
facial nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	2.78111
19658189-TableS4	GeneSigDB Published Gene Signatures	1.0	null
CRCGN009_HEPG2_24H:O19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.25089
GSE158834_10_v_6_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
VZ in ventrolateral prefrontal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.40262
DV-90	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.36933
RPA3	Pathway Commons Protein-Protein Interactions	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Magnesium_Cl-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
urinary system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.461261
ventrolateral prefrontal cortex_37 pcw_M_263195015	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.28793
Respiratory system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.016
Edinger-Westphal nucleus, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.28515
GSE239844_1_v_2_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE180200,GSE180201_2_v_6_qpctl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-RTLS-2426-SM-46MUO	GTEx Tissue Sample Gene Expression Profiles	1.0	1.69236
Lower respiratory tract disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.005
GSE193258,GSE193259_2_v_4_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
cellular_component	LOCATE Predicted Protein Localization Annotations	1.0	null
hsa-miR-1264	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.99187
ventrolateral prefrontal cortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.2752
CRCGN015_MCF10A.WT.HP_24H:E13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.30034
regulation of dna recombination	GO Biological Process Annotations 2015	1.0	null
inferolateral temporal cortex (area TEv, area 20)_2 yrs_F_12979	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-0.960372
dorsolateral prefrontal cortex_21 pcw_F_12365	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.29992
GRIA4	Pathway Commons Protein-Protein Interactions	1.0	null
MCC26	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GTEX-NL4W-0011-R6a-SM-2I3GA	GTEx Tissue Sample Gene Expression Profiles	1.0	0.92711
GCT	COSMIC Cell Line Gene Mutation Profiles	1.0	null
HCC70	DepMap CRISPR Gene Dependency	1.0	2.46225
GSE111138,GSE111149_1_v_0_runx3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
POU5F1-26923725-CHIP-SEQ-MESODERM-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
GSE178340_1_v_3_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Disease of anatomical entity	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.959
Condensed chromosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.977
CRCGN014_HEPG2_24H:J18	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.0497
CRCGN015_HEPG2_48H:P06	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.07685
YY1	JASPAR Predicted Transcription Factor Targets	1.0	null
BT-20	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.18288
BACH1	Pathway Commons Protein-Protein Interactions	1.0	null
hsa-miR-382	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.843347
CRCGN017_MCF10A.TP53.M_24H:O21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.78164
rostral (anterior) extramural migratory stream	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.893031
VIIIA	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.25601
Perturb_4634_KD_Rbbp4/Rbbp7_SRP344781	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	3.73689
layer VI of area 35c	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.94072
CRCGN014_HEPG2_24H:D07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.7516
CRCGN011_HEPG2_24H:O03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.2754
SCN3A	Pathway Commons Protein-Protein Interactions	1.0	null
GSE203429_0_v_1_angptl8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
arrest of male meiosis	MPO Gene-Phenotype Associations	1.0	null
rectal cancer cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.077099
BRD-K46428124	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.36295
M14	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE188832,GSE188835_0_v_1_irf4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
intracellular part	COMPARTMENTS Experimental Protein Localization Evidence Scores	1.0	0.233497
H3K27me3_Bone Marrow Derived Mesenchymal Stem Cell Cultured Cells	Roadmap Epigenomics Histone Modification Site Profiles	1.0	null
GTEX-SNOS-0826-SM-4DM5N	GTEx Tissue Sample Gene Expression Profiles	1.0	1.02273
GSE122215,GSE122217_5_v_2_peg10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.42
hsa-miR-548ae	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.20993
SW1116	CCLE Cell Line Gene CNV Profiles	-1.0	-1.71233
clomipramine-6825	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
BRD-A79884839	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.26473
DMC1	Pathway Commons Protein-Protein Interactions	1.0	null
STAT4	ChEA Transcription Factor Targets	1.0	null
RAD51	Pathway Commons Protein-Protein Interactions	1.0	null
hsa-miR-494	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.55165
cellular component assembly	GO Biological Process Annotations 2025	1.0	null
multicellular organismal reproductive process	GO Biological Process Annotations 2015	1.0	null
RCH-ACV	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Synaptonemal structure	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.403
BRD-A75421526	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.46542
cerebellar cortex_4 yrs_M_12298	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.39341
Pheochromocytoma and Paraganglioma_PCPG_TCGA-WB-A80V-01A-12R-A35L-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
metoprolol-4508	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
H2AFZ_HepG2_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
H3K27me3_G1E_mm9_3	ENCODE Transcription Factor Binding Site Profiles	1.0	null
Eltrombopag	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.46
SUPT16H	Pathway Commons Protein-Protein Interactions	1.0	null
EHMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34093
TT2609-C02	COSMIC Cell Line Gene Mutation Profiles	1.0	null
considered	GeneRIF Biological Term Annotations	1.0	null
chromosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.127949
GSE158834_10_v_13_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
Perturb_5523_KD_Apoa4_SRP393880	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	1.86869
SAMD4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28505
STIP1	Pathway Commons Protein-Protein Interactions	1.0	null
Perturb_5247_KO_Tfcp2l1_SRP288317	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
BRD-K00717406	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.27024
U-87-MG	COSMIC Cell Line Gene Mutation Profiles	1.0	null
PMC6451017-41598_2019_42107_MOESM11_ESM.xlsx-all_MYCN_as_effector_lincRNAs-mRNA_genes_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
hsa-miR-3685	TargetScan Predicted Conserved microRNA Targets	1.0	1.26663
OCI-AML5	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.58581
hsa-miR-664	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.2992
GSE225869_3_v_0_cd44_human	RummaGEO Gene Perturbation Signatures	1.0	null
HCC2998	COSMIC Cell Line Gene Mutation Profiles	1.0	null
EW-1	GDSC Cell Line Gene Expression Profiles	1.0	2.01333
MAFK_K562_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
GSE158834_7_v_4_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-BA-6869-01A-11R-1873-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
CRCGN015_HEPG2_48H:M16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.53979
Pheochromocytoma and Paraganglioma_PCPG_TCGA-QR-A7IP-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
striatum_1 yrs_F_12830	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.934267
GSE149943_2_v_0_cd8a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE232631_4_v_1_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Mesothelioma_MESO_TCGA-NQ-A57I-01A-11R-A34F-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
tail of caudate nucleus, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	2.55869
KYSE-450	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE101767_1_v_0_wdr11_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE178340_7_v_6_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
KLF9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	75.279
GSE248770_0_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HCC70_BREAST	CCLE Cell Line Proteomics	1.0	2.01481
AR	ChEA Transcription Factor Targets	1.0	null
GSE192663_3_v_5_acly_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-OHPL-2026-SM-3TW8R	GTEx Tissue Sample Gene Expression Profiles	1.0	1.24262
Perturb_1170_KD_RUNX1_ERP128097	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
Zygotene cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.412
Chromatoid body	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.196
posteroventral (inferior) parietal cortex_16 pcw_M_12837	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.78369
SNRPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91388
GSE227592_6_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.511
GSE180200,GSE180201_12_v_6_qpctl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K82882121	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19403
BRD-K68884923	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01943
GSE146982_4_v_6_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
arachidonyltrifluoromethane-594	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
HCC202	CCLE Cell Line Gene CNV Profiles	-1.0	-1.59327
GTEX-OIZG-0926-SM-3LK5Y	GTEx Tissue Sample Gene Expression Profiles	1.0	1.05677
Primary ciliary dyskinesia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.345
GSE68155_3_v_2_gpr3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-P5-A77X-01A-11R-A32Q-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE107505_0_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-XPT6-1626-SM-4B655	GTEx Tissue Sample Gene Expression Profiles	1.0	1.49406
PMC9724253-12920_2022_1407_MOESM1_ESM.pdf-188-TET2_TET2	Rummagene Transcription Factor Associations 2026	1.0	null
TP53-23651856-MEF-MOUSE	ChEA Transcription Factor Binding Site Profiles	1.0	null
LB1047-RCC	COSMIC Cell Line Gene Mutation Profiles	1.0	null
TARDBP	Pathway Commons Protein-Protein Interactions	1.0	null
primary somatosensory cortex (area S1, areas 3,1,2)_1 yrs_F_12830	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.23284
lateral ganglionic eminence_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.27114
Physical disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.122
PMC4387713-supp_gad.255984.114_Table_S5.xlsx-S5F-Up_H3K27me3_DPY30_KD-Unnamed_12_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-P4QS-2126-SM-3NMCF	GTEx Tissue Sample Gene Expression Profiles	1.0	1.81634
Lung adenocarcinoma_LUAD_TCGA-91-6848-01A-11R-1949-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
K562_Tucidinostat_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0166246
Lung cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.027
Alx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.8793
H19_DEPLETION_GDS4787_92_mouse_C2C12 myoblast cell line	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
Perturb_12095_KD_Pten_SRP169507	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-6.07878
Lymphoid Neoplasm Diffuse Large B-cell Lymphoma_DLBC_TCGA-FF-8041-01A-11R-2213-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
VZ in hypothalamic portion	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.43992
EM-2	COSMIC Cell Line Gene Mutation Profiles	1.0	null
hsa-miR-4427	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.2992
Perturb_5374_KO_Setdb1_SRP226379	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
Breast disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.16
BRD-K84836394	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30231
GTEX-RN64-2326-SM-48FDW	GTEx Tissue Sample Gene Expression Profiles	1.0	1.43531
HCC1954	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.965479
Lung squamous cell carcinoma_LUSC_TCGA-22-1012-01A-01R-0692-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CA46	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Male infertility due to globozoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.067
epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.057038
substantia nigra, pars compacta, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.28812
striatum_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	0.854139
GSE233647_4_v_6_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
VZ in dorsolateral prefrontal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.835667
Perturb_8877_KD_ABCB6_SRP309466	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
cerebellar cortex_19 yrs_F_12832	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-2.93115
Hmgn1_KO_GDS5010_405_mouse_liver	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
striatum_12 pcw_F_12960	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	0.870489
OUMS-23	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.39591
PMC9377669-tx1c00392_si_002.xlsx-Vismodegib-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
16818636-TableS3	GeneSigDB Published Gene Signatures	1.0	null
BRD-K85659077	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.04946
GSE175787_11_v_10_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K14863829	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13288
abdomen	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.136868
tropicamide-3722	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
BRD-K10276373	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.16493
Multiple synostoses syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.214
PMC6932815-ppat.1007634.s015.xlsx-ST5_DGE_ELF1-R8AvIFN48-mock_lfc-external_gene_name_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE180200,GSE180201_5_v_6_qpctl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Perturb_14237_KO_Tet1_SRP237910	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-5.23858
KDM1A_KD_GDS5055_367_mouse_adipose tissue	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
BRD-K20733942	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.25129
Head and Neck squamous cell carcinoma_HNSC_TCGA-BA-A4IG-01A-11R-A266-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K36095954	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.35996
septum (resp epith)	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	1.0	1.07371
cyclopentolate-6214	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE240027,GSE240030_5_v_4_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K58883090	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04724
layer V of area 35c	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.57531
GSE197117_0_v_1_kdm6b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CRCGN015_MCF10A_48H:J16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	9.9068
RFX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2618
NCI-H526	COSMIC Cell Line Gene Mutation Profiles	1.0	null
abnormal spermatogenesis	MPO Gene-Phenotype Associations	1.0	null
H3K27me3_mononuclear cell_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
BRD-K95651150	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.43281
VZ in frontal polar cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.06558
Fanconi anemia complementation group E	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.643
follicle-stimulating hormone complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.132
K562_EED226_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0152148
CSNK1A1	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K72034681	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.4761
GSE161800_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
paroxetine-3904	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
JHH-4	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.51451
PMC11196642-41419_2024_6838_MOESM5_ESM.xlsx-Supplementary_Table_3-Supplementary_Table_3_Differentially_expressed_genes_in_RNA-seq_between_MCF7_SMAD4-KO_and_parental_groups_SMAD4	Rummagene Transcription Factor Associations 2026	1.0	null
RPA2	Pathway Commons Protein-Protein Interactions	1.0	null
GSE48812_8_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	-1.0	null
homochlorcyclizine-7417	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
PMC8755726-42003_2021_2958_MOESM6_ESM.xlsx-489_corr_genes_TWIST1_signature-Gene_name_TWIST1	Rummagene Transcription Factor Associations 2026	1.0	null
PRDM14-20953172-ESCS-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
GTEX-S7SF-0826-SM-4AD4W	GTEx Tissue Sample Gene Expression Profiles	1.0	1.03244
reproductive system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.05669
POU4F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.205
CHD4-35695185-NICBASALROOTGANGLIA-MOUSE-EMBRYO	ChEA Transcription Factor Targets 2022	1.0	null
DANG	CCLE Cell Line Gene CNV Profiles	-1.0	-1.67793
BRD-K12312755	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14526
GSE87404,GSE87812_1_v_0_hoxa9_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE68925_1_v_0_fasudil_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE216043_10_v_8_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
male genitalia development	GO Biological Process Annotations 2015	1.0	null
GTEX-Q2AG-0011-R7A-SM-2HMJP	GTEx Tissue Sample Gene Expression Profiles	1.0	0.901746
BRD-A98795688	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.56123
CRCGN011_HEPG2_24H:O04	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.03915
EVSA-T	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Mesothelioma_MESO_TCGA-MQ-A6BL-01A-11R-A34F-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
OCIMY5	DepMap CRISPR Gene Dependency	1.0	2.85282
GSE142210_9_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
MERO48A	DepMap CRISPR Gene Dependency	1.0	3.24258
BRD-K68078571	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.40934
BRD-K97638135	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13583
anterior (rostral) cingulate (medial prefrontal) cortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	2.1221
colorectal adenocarcinoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.696172
ZBTB7B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.8812
GTEX-QVJO-0011-R4A-SM-2S1QL	GTEx Tissue Sample Gene Expression Profiles	1.0	0.85052
Spermatogenic failure 23	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.587
K562_Tubastatin A HCl_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0202391
SNU182	CCLE Cell Line Gene CNV Profiles	-1.0	-1.40643
FAM64A	Pathway Commons Protein-Protein Interactions	1.0	null
CP in temporal polar cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.908265
HNRNPF	Pathway Commons Protein-Protein Interactions	1.0	null
GSE242290_1_v_7_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Prostate adenocarcinoma_PRAD_TCGA-EJ-5494-01A-01R-1580-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Flagellate	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.183
TEAD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4923
BRD-K52932858	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11239
Autosomal genetic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.309
K562_AICAR_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0162055
BRD-K40432489	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12223
GSE198165,GSE198166_7_v_10_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Brain Lower Grade Glioma_LGG_TCGA-DU-A76R-01A-11R-A32Q-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRD-K28467592	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.46093
CRCGN016_MCF10A.WT.HP_24H:D04	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.9819
GTEX-QCQG-1326-SM-48U24	GTEx Tissue Sample Gene Expression Profiles	1.0	1.44144
K562_Tucidinostat_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0244487
flavoxate-7405	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
arrest of male meiosis	MGI Mouse Phenotype Associations 2023	1.0	null
COV413A	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.41961
Thoracic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.159
CRCGN017_MCF10A.WT.HP_24H:A21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.05795
FARAGE	COSMIC Cell Line Gene Mutation Profiles	1.0	null
K562_Cyclocytidine HCl_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0217625
DJ-1_KD_GDS3750_373_human_SH-SY5Y	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
GSE223893_11_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MDA-MB-157	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.08156
polysensory temporal cortex (area 22p)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.46991
GTEX-XMK1-2026-SM-4B65K	GTEx Tissue Sample Gene Expression Profiles	1.0	1.71028
Uterine Carcinosarcoma_UCS_TCGA-N5-A4RT-01A-11R-A28V-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Breast Cancer, Familial	DisGeNET Gene-Disease Associations	1.0	null
GSE208254_4_v_5_irf8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_ENMD-2076 L-Tartaric acid_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0131768
RIDDLE syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.199
Brain Lower Grade Glioma_LGG_TCGA-HT-A617-01A-11R-A29R-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Autosomal genetic disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.905
DAN-G	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.5129
hsa-miR-548aj	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.20993
Reproduction	Reactome Pathways 2024	1.0	null
CRCGN017_MCF10A.TP53.M_24H:L22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.70168
DHX16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10703
amygdaloid complex_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.04975
polymorphisms	GeneRIF Biological Term Annotations	1.0	null
MDA-MB-436	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.1986
Perturb_13849_KO_RET_ERP126468	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
Pheochromocytoma and Paraganglioma_PCPG_TCGA-QR-A6H0-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
DU-4475	COSMIC Cell Line Gene Mutation Profiles	1.0	null
CRCGN017_MCF10A.TP53.M_24H:P21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.37414
GSE158834_2_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
Abdominal obesity-metabolic syndrome 1	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.905
BRD-K92581247	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06224
ZSCAN16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.3719
EW-16	GDSC Cell Line Gene Expression Profiles	1.0	1.69931
pipenzolate bromide-4484	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-CV-6961-01A-21R-1915-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GTEX-N7MT-0011-R6a-SM-2I3G3	GTEx Tissue Sample Gene Expression Profiles	1.0	0.968202
TRIM21	Pathway Commons Protein-Protein Interactions	1.0	null
GSE158834_11_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
MAVER1	DepMap CRISPR Gene Dependency	1.0	3.44347
GSE240027,GSE240030_5_v_0_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
(+/-)-catechin-3351	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE244730_0_v_1_erlotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-X4XX-3026-SM-3NMB2	GTEx Tissue Sample Gene Expression Profiles	1.0	0.938345
Head and Neck squamous cell carcinoma_HNSC_TCGA-CN-A63T-01A-11R-A28V-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SOX5	JASPAR Predicted Transcription Factor Targets	1.0	null
GTEX-XYKS-1626-SM-4BRUQ	GTEx Tissue Sample Gene Expression Profiles	1.0	1.37056
MOLT-4	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Nuclear replisome	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.925
ZFAND3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02866
GSE147876,GSE147877_4_v_11_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
NB17	GDSC Cell Line Gene Expression Profiles	1.0	1.91976
spermatogenesis	GO Biological Process Annotations 2015	1.0	null
K562_Abexinostat_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0192391
BRD-K78074905	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.42516
BRD-K07588901	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.50354
CW-2	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE210101,GSE210114_6_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
PTBP3	Pathway Commons Protein-Protein Interactions	1.0	null
Ps	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.907
Nuclear replication fork	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.902
Kidney renal clear cell carcinoma_KIRC_TCGA-CZ-5459-01A-01R-1503-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
skeletal muscle	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.087749
piRNA processing	GO Biological Process Annotations 2025	1.0	null
GSE206400_1_v_2_nusinersen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
TAF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10917
P granule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.895
AUP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04764
genetic	GeneRIF Biological Term Annotations	1.0	null
SG in caudal perirhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.830663
SK-CO-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	2.81133
CAMSAP3	Pathway Commons Protein-Protein Interactions	1.0	null
Pparg::Rxra	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.0758
GSE131887_5_v_2_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE154577_7_v_12_plagl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE114284_4_v_0_irf1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
karakoline-3741	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
sp3_17923686_e12dot5_heart_lof_mouse_gpl1261_gds3058	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	-1.0	-0.058558
GSE239844_4_v_10_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HIST1H4F	Pathway Commons Protein-Protein Interactions	1.0	null
posteroventral (inferior) parietal cortex_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.884491
Melanoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.054
urogenital system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.054928
GSE145639_1_v_6_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Sodium Phenylbutyrate_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0163479
striatum_40 yrs_F_12304	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	0.886487
GSE190316,GSE190324_6_v_9_rbm4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Spermatogenic failure 16	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.481
TOMM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0355
MOLM13	CCLE Cell Line Gene CNV Profiles	1.0	1.88036
VZ in thalamic region	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.16749
R-atenolol-4259	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
GSE137177_2_v_4_folic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K98432726	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.43536
XY body	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.999
GTEX-NFK9-1526-SM-3LK7B	GTEx Tissue Sample Gene Expression Profiles	1.0	0.833729
Signal peptidase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.109
gamete generation	GO Biological Process Annotations 2015	1.0	null
SIRT1_KO_GSE28790_47_mouse_brain (3 mo)	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
carcinoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.063958
HCC2814	CCLE Cell Line Gene CNV Profiles	-1.0	-1.79804
Ebolavirus(EBOV)_3day_PBMCs_17725815_GSE8317	GEO Signatures of Differentially Expressed Genes for Viral Infections	1.0	2.33587
COLO704	CCLE Cell Line Gene Expression Profiles	1.0	1.57579
BRD-K69375224	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02666
naloxone-1506	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-B0-4836-01A-01R-1305-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
HIST1H2BK	Pathway Commons Protein-Protein Interactions	1.0	null
HIST1H2BF	Pathway Commons Protein-Protein Interactions	1.0	null
THP-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
TAL1_02_201	KnockTF Gene Expression Profiles with Transcription Factor Perturbations	-1.0	-0.62293
PF-3758309	DeepCoverMOA Drug Mechanisms of Action	1.0	0.82
COLO783	CCLE Cell Line Gene CNV Profiles	1.0	1.74334
GSE158834_1_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
meiotic cell cycle process	GO Biological Process Annotations 2015	1.0	null
GSE228106_0_v_4_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Yb body	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.035
regulatory ncRNA processing	GO Biological Process Annotations 2025	1.0	null
cefepime-6159	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
CRCGN015_MCF10A_48H:G14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.44665
PMC5787431__F2	PFOCR Pathway Figure Associations 2023	1.0	null
mainolfactoryepithelium.MOE.	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	1.0	0.868511
BRD-A60487173	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.29781
Lung squamous cell carcinoma_LUSC_TCGA-33-4533-01A-01R-1201-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE158834_10_v_4_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-PWCY-1326-SM-48TCU	GTEx Tissue Sample Gene Expression Profiles	1.0	0.983394
GTEX-RU72-0011-R5A-SM-2TF6U	GTEx Tissue Sample Gene Expression Profiles	1.0	0.913224
occipital neocortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	2.04462
NCI-H841	COSMIC Cell Line Gene Mutation Profiles	1.0	null
PMC8317503__F1	PFOCR Pathway Figure Associations 2024	1.0	null
hsa-miR-2115	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.2992
CTCF-31629814-HEPATOCYTES-MOUSE-TYROSINEMIA	ChEA Transcription Factor Targets 2022	1.0	null
KDM5A_H1-hESC_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
inferolateral temporal cortex (area TEv, area 20)_37 pcw_M_263195015	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	-1.0	-1.35522
IGR-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE119978,GSE180930_2_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K93153656	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.2614
OSBPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64283
GSE131649_2_v_11_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
rectal cancer cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.686368
ZNF75A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.6704
K562_ENMD-2076 L-Tartaric acid_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0166075
riboflavin-4485	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
RPL30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06215
orbital frontal cortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.09695
GTEX-WVLH-3126-SM-3MJGA	GTEx Tissue Sample Gene Expression Profiles	1.0	1.02252
Spermatogonium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.386
ABRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07688
MYC_KD_GSE22139_685_human_medulloblastoma	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
RBM25_02_166	KnockTF Gene Expression Profiles with Transcription Factor Perturbations	-1.0	-0.58779
Testis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.234
procainamide-5663	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
BRD-K76508844	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3336
GSE44157,GSE44163_3_v_0_nr6a1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
OVCAR8	CCLE Cell Line Gene CNV Profiles	1.0	1.4982
LMX1A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1374
abnormal reproductive system physiology	MPO Gene-Phenotype Associations	1.0	null
IV, left, paravermis	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.880436
GSE147893,GSE147897_2_v_1_rbm4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
chloropyramine-4589	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
PMC9529122-pone.0274785.s002.xlsx-S1_Table-S1A_Table_Differentially_expressed_genes_in_HeyA8_overexpressin_ZNF521_vs_HeyA8_control_cells_ZNF521	Rummagene Transcription Factor Associations 2026	1.0	null
hsa-miR-200c	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.921135
CRCGN015_MCF10A.WT.HP_24H:H01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.10627
Crus I, right, paravermis	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-0.85448
cerebellar cortex_21 pcw_F_12365	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.17831
CRCGN016_MCF10A.WT.HP_24H:D07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.6946
CMK115	CCLE Cell Line Gene Expression Profiles	1.0	1.75266
CAL-85-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Perturb_6200_KO_Firre_SRP076940	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-4.47095
PMC9377669-tx1c00392_si_002.xlsx-Folic_Acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-UTHO-0011-R6A-SM-3GIJW	GTEx Tissue Sample Gene Expression Profiles	1.0	0.985784
GR-ST	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Perturb_15825_OE_Nrf2_SRP291724	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	11.0826
Recombination nodule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.791
SBC-5	GDSC Cell Line Gene Expression Profiles	1.0	1.44328
NCI-H1155	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.36933
Axonemal microtubule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.793
Lung squamous cell carcinoma_LUSC_TCGA-43-A474-01A-11R-A24H-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
pi-body	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.354
SK-UT-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
MDAMB361	CCLE Cell Line Gene CNV Profiles	-1.0	-1.69846
whole body	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.224893
Perturb_5180_KO_Lb1/Lmnb2/Lmna_SRP092589	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-3.22956
BRD-K37277666	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.17762
THO complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.709
CHAGO-K-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.908595
karpas707	HPA Cell Line Gene Expression Profiles	-1.0	-1.05471
ARHGEF2	Pathway Commons Protein-Protein Interactions	1.0	null
GSE238116_3_v_0_egr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K71622214	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.10588
Congenital hypoplastic anemia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.2
GSE158834_10_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
DYNLL2	Pathway Commons Protein-Protein Interactions	1.0	null
Adrenocortical carcinoma_ACC_TCGA-OR-A5J7-01A-11R-A29S-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
colon	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.110817
Breast cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.154
BRD-K79213964	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.78325
hsa-miR-3188	TargetScan Predicted Nonconserved microRNA Targets	1.0	0.880544
GSE143662_3_v_1_dcp2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GP5D	COSMIC Cell Line Gene Mutation Profiles	1.0	null
HS633T	COSMIC Cell Line Gene Mutation Profiles	1.0	null
K562_Droxinostat_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0155975
GTEX-RU72-3126-SM-46MUB	GTEx Tissue Sample Gene Expression Profiles	1.0	1.1595
GTEX-VUSG-1026-SM-4KKZN	GTEx Tissue Sample Gene Expression Profiles	1.0	0.950014
MMAC-SF	GDSC Cell Line Gene Expression Profiles	1.0	1.59144
GSE172458_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DU4475	DepMap CRISPR Gene Dependency	1.0	3.13233
Urinary system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.065
GTEX-QVJO-0011-R1A-SM-2S1QI	GTEx Tissue Sample Gene Expression Profiles	1.0	0.999141
BRD-K50191826	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.51933
BRD-K74665927	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.27921
SF3B1	Pathway Commons Protein-Protein Interactions	1.0	null
anatomical structure development	GO Biological Process Annotations 2015	1.0	null
PROB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47538
46,XX sex reversal	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.269
Perturb_13850_KO_RET_ERP126468	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
496100339_HIP_no dementia_TBI_79_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.11249
subgranular zone of caudal dentate gyrus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.13146
Epididymal epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.545
Kidney renal clear cell carcinoma_KIRC_TCGA-CZ-5461-01A-01R-1503-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
superior occipital gyrus, right, inferior bank of gyrus	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-2.02242
GSE216043_3_v_6_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Secondary spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.635
SUIT-2	COSMIC Cell Line Gene Mutation Profiles	1.0	null
anterior (rostral) cingulate (medial prefrontal) cortex_21 pcw_M_12886	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.936063
GSE214823,GSE214824_0_v_2_crtc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
rosiglitazone-1174	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE201309_5_v_3_matrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE67266_5_v_3_etoposide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
HIST1H2BD	Pathway Commons Protein-Protein Interactions	1.0	null
BRD-K99727034	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.2557
GSE239844_1_v_9_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
H3K4me1_endothelial cell of umbilical vein_hg19_1	ENCODE Histone Modification Site Profiles	1.0	null
hsa-miR-3126-3p	TargetScan Predicted Nonconserved microRNA Targets	1.0	1.7397
FEM1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19441
GTEX-W5WG-1326-SM-4LMI9	GTEx Tissue Sample Gene Expression Profiles	1.0	2.19607
TC71	CCLE Cell Line Gene Expression Profiles	1.0	1.37664
GSE166315_5_v_3_docetaxel_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Kidney renal papillary cell carcinoma_KIRP_TCGA-AL-A5DJ-01A-11R-A26U-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
mediodorsal nucleus of thalamus_24 pcw_M_12288	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.843064
GTEX-PW2O-1426-SM-48TCD	GTEx Tissue Sample Gene Expression Profiles	1.0	1.51806
GSK3B	Pathway Commons Protein-Protein Interactions	1.0	null
K562_ABT-737_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0151857
BRD-A85231803	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09071
VIIIA, right, lateral hemisphere	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	-1.0	-1.722
GSE102505_5_v_0_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-T6MN-0011-R5A-SM-32QPD	GTEx Tissue Sample Gene Expression Profiles	1.0	0.977005
Prostate Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
GSK3B_knockdown_209_GSE35351	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	1.0	1.2701
CRCGN017_MCF10A.WT.HP_24H:O19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.5087
GSE211177,GSE211178_4_v_3_ets1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10746608-427_2023_709_MOESM4_ESM.xlsx-SOX2_targets_enrichment-Unnamed_24_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
PUF60	Pathway Commons Protein-Protein Interactions	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-BP-5198-01A-01R-1426-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE216273,GSE216292_14_v_8_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE178340_7_v_3_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193258,GSE193259_5_v_13_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
COLO-792	COSMIC Cell Line Gene Mutation Profiles	1.0	null
HCC70	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-2.6255
putamen, right	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.57994
GSE158834_2_v_5_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
Kdm1a_KD_GDS5055_274_mouse_3T3-L1 preadipocytes - 24h	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
Bladder-smooth muscle cell	Tabula Sapiens Gene-Cell Associations	1.0	0.231315
primary visual cortex (striate cortex, area V1/17)_15 yrs_M_12299	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.43333
BRD-K37283718	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.51476
retrotransposon silencing	GO Biological Process Annotations 2023	1.0	null
GSE186810,GSE186813_7_v_5_furin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
orbital frontal cortex_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.79882
CRABP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60698
UNC45A	Pathway Commons Protein-Protein Interactions	1.0	null
Sleep disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.726
GSE214382,GSE214383_6_v_2_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
cerebellar cortex_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.32237
PC-3_[JPC-3]	COSMIC Cell Line Gene Mutation Profiles	1.0	null
DG-75	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE230354_0_v_1_rheb_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-PVOW-2726-SM-48TCA	GTEx Tissue Sample Gene Expression Profiles	1.0	0.841539
Perturb_5023_KO_4930500J02Rik_SRP072189	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-1.32839
PMC11925450-elife-96850-supp2.xlsx-DNMT1_KO_vs_DNMT1_L1TD1_dKO_res-Unnamed_0_DNMT1	Rummagene Transcription Factor Associations 2026	1.0	null
hexylcaine-2708	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Perturb_13259_KO_Pcgf5_SRP115638	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-8.58335
PMC10016690-Table_3.xlsx-AKT1_vs_KLF4_deg_all-Significant_DE_genes_in_AKT1_vs_KLF4_meningiomas_KLF4	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K39571490	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01191
GSE158834_10_v_5_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
CRCGN013_HEPG2_24H:O02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.14918
TOV112D	CCLE Cell Line Gene Expression Profiles	1.0	2.08626
Inhibin B complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.912
condensed nuclear chromosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.679413
GSE119978,GSE180930_6_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
RAD52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27477
BRD-K40509138	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.33227
CRCGN016_MCF10A.TP53.M_24H:A17	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.32356
COLO 699	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.01661
GTEX-OXRL-2126-SM-3NM98	GTEx Tissue Sample Gene Expression Profiles	1.0	2.06899
synaptonemal complex assembly	GO Biological Process Annotations 2025	1.0	null
striatum_16 pcw_M_12879	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.1359
CRCGN014_HEPG2_24H:D11	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.1818
BRD-K60781525	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09681
Pancreatic adenocarcinoma_PAAD_TCGA-F2-6879-01A-11R-2156-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
medial mammillary nucleus, left	Allen Brain Atlas Adult Human Brain Tissue Gene Expression Profiles	1.0	1.19999
MFE319	DepMap CRISPR Gene Dependency	1.0	2.05813
GSE242096,GSE242098_1_v_0_med1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-RTLS-2626-SM-46MUJ	GTEx Tissue Sample Gene Expression Profiles	1.0	0.978423
inner SZ in dorsolateral prefrontal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.92416
BRD-K90284572	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.36458
PMC8437976-41416_2021_1470_MOESM2_ESM.xls-List_of_MAF_in_SNP_Rectum-Hugo_Symbol_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
Chicago Sky Blue 6B-6626	CMAP Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
Disease of mental health	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.726
BRD-A31602150	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.43639
theophylline-4228	CMAP Signatures of Differentially Expressed Genes for Small Molecules	-1.0	null
KLF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	67.4698
cellular component organization or biogenesis	GO Biological Process Annotations 2015	1.0	null
NCI-H522	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.03933
BRD-K44921612	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.0379
lateral ganglionic eminence_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by RNA-seq	1.0	1.4954
K562_JQ1_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0150665
