association	dataset	threshold value	standardized value
GSE110178_1_v_0_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Rhinitis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.674
DA-35-DU85_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.558964
GSE195559_8_v_4_notch1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE77108_6_v_2_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
t60-adrenal_consensus	MoTrPAC Rat Endurance Exercise Training	1.0	5.54768
Epithalamus	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.029
Lymphatic system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
Sclerosing cholangitis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.592
BB-20-UU03_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.275552
Pancreas	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.676759
JD-44-KF86_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.487954
Corpus striatum	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.002
GSE152441,GSE152442_1_v_3_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
NMUR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.88834
Brain - Cerebellum	GTEx Tissue Gene Expression Profiles 2023	-1.0	-1.06267
GSE206516,GSE206518_3_v_4_ptdss2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
KA-81-AG66_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.323184
GSE151612_0_v_7_pracinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE180377_2_v_1_lipa_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KA-75-LP02_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.231339
GSE129293_0_v_1_chd4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE208171_0_v_1_zc4h2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE135030_8_v_1_fludarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE171292_5_v_2_ehhadh_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
APEH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41587
GSE152937_6_v_5_slc16a13_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9288051-13046_2022_2428_MOESM12_ESM.xlsx-Kasumi-1-genes_bound_by_LYL1_at_its_promoter_regions_in_AML_cell_line_Kasumi-1_LYL1	Rummagene Transcription Factor Associations 2026	1.0	null
IRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04533
GSE162276_2_v_0_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE237040_6_v_1_notch3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CE-15-YU05_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.256917
GSE178560_0_v_1_irf7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE133683_1_v_0_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Metabolism	Reactome Pathways 2024	1.0	null
GSE131649_2_v_8_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Allergic disease (asthma, hay fever or eczema)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.752288
GSE135514_2_v_0_dasatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PAX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.9278
GSE148695,GSE167284_2_v_1_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GA-28-SS67_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.536637
ZIC5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	112.124
PMC8253095-MOL2-15-1942-s005.xlsx-gene_lists-Genes_associated_with_H3K27ac-positive_sample_selective_AR_sites_AR	Rummagene Transcription Factor Associations 2026	1.0	null
FD-91-OK66_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.74855
IFI27L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55116
496100532_FWM_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.00423
GSE195559_2_v_4_notch1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE261563_0_v_1_atrx_human	RummaGEO Gene Perturbation Signatures	1.0	null
NASP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.101
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-3_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE172020_0_v_3_testosterone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Cholinergic synapse	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.685
GSE213588_9_v_3_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Ganglion	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.297
496100367_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.94861
PMC12518476-10067_2025_7574_MOESM8_ESM.xlsx-Sheet1-Down_regulated_DEGs_of_KD_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE132948,GSE132949_0_v_3_msi2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Multiple sclerosis	GWAS Catalog SNP-Phenotype Associations 2025	1.0	3.5699
FF-28-ES17_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.55118
GSE237040_4_v_1_notch3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Leukemia cell	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ZNF148	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	145.359
GSE227592_13_v_1_adar_human	RummaGEO Gene Perturbation Signatures	1.0	null
Immune system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
496100616_FWM_no dementia_TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.85809
GSE167956_4_v_0_trim28_human	RummaGEO Gene Perturbation Signatures	1.0	null
BC-25-VR48_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.348215
PSMD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45586
Gfi1b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.3549
NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.7143
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-DEG_KD_PC-Ensembl_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE160001,GSE160670_0_v_2_lapatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BIRC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33836
BE-79-QU25_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.86115
GSE205316,GSE205317_2_v_3_nrip1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KB-92-MK13_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.216778
CT-26 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.994
GSE229973_3_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
CEP55	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54571
GSE171177,GSE171181_1_v_0_e7107_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE114284_4_v_5_irf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
DC-70-EK34_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.200553
GSE247764_0_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE125007,GSE125008_6_v_0_uhrf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC11067031-pnas.2317690121.sd06.xlsx-gene_list_14_txt-Differentially_expressed_genes_between_PML_RARA_GFP_vs_C88A_PML_RARA_GFP_human_hematopoietic_cells_at_day_7_by_single_cell_RNA-seq_RARA	Rummagene Transcription Factor Associations 2026	1.0	null
GSE198826,GSE198911_1_v_2_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NE-94-VE83_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.2232
GSE203308_1_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216147_2_v_1_rbm20_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE148066,GSE157787_8_v_7_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.923
PMC11519602-41418_2024_1333_MOESM3_ESM.pdf-26-NFKB1_NFKB1	Rummagene Transcription Factor Associations 2026	1.0	null
CTSK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03232
GSE131649_4_v_9_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RTN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08832
Upper respiratory tract disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.674
GSE218580_1_v_5_fentanyl_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Esophagus - Mucosa	GTEx Tissue Gene Expression Profiles 2023	1.0	1.41921
Ulcerative colitis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.923
Pontocerebellar hypoplasia type 6	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.32
Nasal cavity disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.674
Testis	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.877611
HES1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.8824
ZNF701	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	79.5282
LE-50-AP60_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.221095
Erythroid cell	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.043
NHLH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	88.6071
PMC11551338-pnas.2411189121.sd01.xlsx-PXR-Unnamed_0_NR1I2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE242199_6_v_5_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Cingulate cortex	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.138
Eicosanoid metabolism via cyclooxygenases COX 	WikiPathways Pathways 2024	1.0	null
GSE150072,GSE169209_6_v_9_qser1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PHB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44215
GSE168596_2_v_3_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
E2F8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.1527
Autoimmune disease of musculoskeletal system	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.902
GSE201309_1_v_0_matrine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
H1-7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4278
LAGE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13608
Bone inflammation disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.902
ZBED1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24301
Tongue epithelial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.781
ZC3H10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76665
t60-adrenal_male_1w	MoTrPAC Rat Endurance Exercise Training	1.0	2.24956
GSE111385_2_v_1_tgfbr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11195603-jamapsychiatry-e241429-s002.xlsx-eT38_Protein_cis-instrument_MR-eTable_38_Cis-instrument_Mendelian_randomizaion_screen_of_1_901_cortical_proteins_on_lifetime_smoking_behavior_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE216043_10_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF740	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	155.047
GSE229468,GSE229471_2_v_1_znf587_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE196117_6_v_7_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BD-11-DV28_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.79698
GSE137818_5_v_1_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE219195_1_v_2_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
Natural killer cell_Spleen_Mouse	CellMarker Gene-Cell Type Associations	1.0	null
GSE157282_0_v_1_doxorubicin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE147613_1_v_0_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_3_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
WM793_SKIN	CCLE Cell Line Proteomics	1.0	10.7463
GSE247764_4_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6484770-41388_2018_602_MOESM5_ESM.xlsx-up_P53_vs_con-Unnamed_1_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
Vaginal disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.146
PRDM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20996
EA-18-FP00_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.48929
TF-77-DW08_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.545597
PSME2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07722
Uterine lavage	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.71
DD-74-PJ26_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.244545
ZNF707	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	66.2844
GSE206516,GSE206518_0_v_4_ptdss2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE242199_6_v_7_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213588_8_v_12_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PDGFA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02356
GSE242083,GSE242098_2_v_1_med1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Autoimmune disease of endocrine system	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.339
ZNF449	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.8238
GSE95688_7_v_5_glutathione_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE87412,GSE92423_0_v_1_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GA-88-CF36_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.39619
GSE217776,GSE217829_2_v_6_sgf29_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213219_0_v_1_st3gal3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE172020_0_v_2_testosterone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CC-17-JL38_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.12599
AC-30-XU83_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.740735
GSE143212_1_v_2_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8185471-mmc4.xlsx-D2-DEGs_between_SOX15_KO_DPs_and_WT_DPs_cells_at_day_2_padj_0_05_Log2FoldChange_0_5_SOX15_KO_WT_or_Log2FoldChange_-0_5_SOX15_KO_WT_SOX15	Rummagene Transcription Factor Associations 2026	1.0	null
GSE199092_2_v_0_ddx5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146612_1_v_3_amiodarone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PSMA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48816
GSE162892_3_v_2_isox_human	RummaGEO Drug Perturbation Signatures	1.0	null
Endometrial disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.294
RD-90-OY66_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.68435
Amygdala	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.297
Fatty acid metabolism	Reactome Pathways 2024	1.0	null
HC-74-HM63_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-3.23415
Caput epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.537
WEE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31799
GSE202434,GSE202438_13_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9974104-jci-133-159940-s017.xlsx-GT3-INCP-GATA3_Co-down-Symbol_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
FLOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00663
GSE235066_4_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Throat	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE190384,GSE190386_2_v_8_fulvestrant_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE169205_3_v_8_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MFN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96321
GSE125014_6_v_5_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10322668-Table_7.xlsx-DE_genes_at_early_infection-List_of_de-regulated_genes_at_early_interaction_time_point_of_Dm28c_T_cruzi_THP1_infected_cells_From_Libisch_2020_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE201309_1_v_3_matrine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CF-91-JY05_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.220625
E2F6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.8654
GSE233647_4_v_6_docetaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE48812_2_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100495_FWM_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.54227
GSE220813_0_v_1_zfp750_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE218960_0_v_1_nrf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC6356072__F4	PFOCR Pathway Figure Associations 2023	1.0	null
GSE178227_1_v_0_tet1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE233679_5_v_8_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC8987207-DataSheet_1.xls-TF_targets_Fig_2A-HEB_CCRFCEM_ChIP-seq_TCF12	Rummagene Transcription Factor Associations 2026	1.0	null
INSM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.2083
GSE178714_1_v_2_smad2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE190322,GSE190324_3_v_4_rbm4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE233679_5_v_0_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Small intestine	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
496100317_FWM_no dementia_no TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.48733
GSE218727_0_v_1_zkscan3_human	RummaGEO Gene Perturbation Signatures	1.0	null
KA-71-CQ35_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.213549
OE-78-XD40_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.23114
GSE185519_4_v_0_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE237426_0_v_1_eif4a1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Thyroid gland disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.48
GSE125014_1_v_5_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GA-28-SS67_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.842515
PMC9248879-supp_gr.275831.121_Supplemental_Table_S2.xlsx-TP53-dependent_proteins-GeneName_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
GSE124471,GSE124488_1_v_0_lats1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32791
GD-46-BU97_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.243359
Arachidonic acid metabolism	KEGG Pathways 2026	1.0	null
GALM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34187
AE-95-UU45_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.751169
GSE226259_0_v_1_scd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142210_11_v_5_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE152055_0_v_1_mpc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GATA1::TAL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4959
PMC5637904-PATH-243-193-s016.xlsx-human_down_in_fat_SOX11-Unnamed_6_SOX11	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12238561-42003_2025_8460_MOESM2_ESM.xlsx-IDs_S05_LF_C2_3h-Unnamed_5_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE70499_3_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HMG20A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04095
GSE223008_9_v_2_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Duodenum	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE114284_4_v_0_irf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9195629-Table1.xlsx-Supplementary_Table_1-C-FOS_FOS	Rummagene Transcription Factor Associations 2026	1.0	null
GC-04-UF36_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-3.46807
DA-66-OE69_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-2.07174
GSE233679_6_v_4_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE160817_4_v_9_slamf6_human	RummaGEO Gene Perturbation Signatures	1.0	null
HE-80-BQ08_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.521812
496100409_FWM_no dementia_TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.74722
GSE226114,GSE226116_1_v_0_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE140997_10_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148066,GSE157787_5_v_10_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TF-43-DT71_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.256535
Longissimus thoracis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.779
BE-27-RQ61_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.13838
GSE119564_1_v_3_zfp217_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Arachidonate metabolism	Reactome Pathways 2024	1.0	null
GSE190384,GSE190386_6_v_8_fulvestrant_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE210388_2_v_0_ror2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CB-16-SY72_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.26193
GSE226249_2_v_8_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Celiac disease	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.1301
GSE92364_1_v_5_asparaginase_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE198165,GSE198166_6_v_11_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HOXB8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69685
GSE158197_2_v_11_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE154197_1_v_0_ints13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198165,GSE198166_5_v_11_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE131887_5_v_3_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE123638,GSE123639_3_v_1_bortezomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE70499_0_v_7_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE143955_1_v_2_ripk1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE208350_0_v_1_fgfr1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NCAPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42911
MED27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70863
GSE142210_3_v_10_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
INTS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69022
GSE95688_1_v_0_glutathione_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE149264,GSE149267_4_v_1_trp53_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE233679_5_v_9_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE143462_0_v_1_omipalisib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE242199_9_v_5_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148066,GSE157787_8_v_10_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE162892_3_v_0_isox_human	RummaGEO Drug Perturbation Signatures	1.0	null
DA-20-VR86_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.348764
chr1_2586971_C_T_b38	GTEx eQTL 2025	1.0	1.20672
ZBTB14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.4203
496100474_FWM_possible Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.12755
ZIC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	59.0818
GSE195582_2_v_1_pim1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Omega 6 fatty acids in senescence	WikiPathways Pathways 2024	1.0	null
GSE138938_1_v_2_foxp2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE123638,GSE123639_2_v_1_bortezomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9424213-41467_2022_32537_MOESM6_ESM.xlsx-siHNRNPK_cyto-DEGs_for_hnRNPK_KD_cytoplasmic_RNA_of_HeLa_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Myelencephalon	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.041
GSE207135_1_v_0_sod2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE246053_4_v_2_hnf4a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE149621_0_v_1_olaparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PPP1R2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07492
ZBTB7C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.681
IMMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33784
DF-00-DK69_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.311434
GSE100886,GSE100893_1_v_3_parp14_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CB-44-RT90_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.447323
PMC5637904-PATH-243-193-s016.xlsx-human_down_in_fat_SOX11-Table_S5C_Downregulated_genes_in_tumours_from_DCIS-SOX11_cells_compared_to_DCIS-lacZ_cells_injected_into_mammary_fat_pad_SOX11	Rummagene Transcription Factor Associations 2026	1.0	null
GSE261563_9_v_1_atrx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TFDP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.6761
prostanoid biosynthetic process	GO Biological Process Annotations 2023	1.0	null
GSE208350_4_v_1_fgfr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE127790_5_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE247764_1_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100277_FWM_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.15192
GSE216540_1_v_6_fulvestrant_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE120612_6_v_3_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100543_FWM_probable Alzheimer's disease_TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.30449
PMC10185556-41467_2023_38439_MOESM3_ESM.xlsx-ST12_cg_gene_assoc_visc_TAD-target_gene_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE96641_3_v_4_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE137818_3_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Disease of anatomical entity	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.923
TRABD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03118
GC-04-UF36_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.53753
GSE205316,GSE205317_2_v_1_nrip1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10319804-41467_2023_38747_MOESM10_ESM.xlsx-circARID1A_KD_genes_up-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
prostaglandin metabolic process	GO Biological Process Annotations 2023	1.0	null
Disease of cellular proliferation	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
GSE128076_1_v_0_doxycycline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE107854_2_v_0_prmt5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
XD-44-FJ34_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.2435
Cervix - Endocervix	GTEx Tissue Gene Expression Profiles 2023	1.0	2.71798
OB-20-LP90_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.478902
Extravillous trophoblast cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.608
KAT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0641
TFAP2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	153.752
PMC8481886-Table_2.xlsx-A_subsets-AF_MSC_UdRPC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE108614,GSE108615_3_v_2_setd1a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BB-62-SZ35_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.03936
GSE130715_2_v_3_budesonide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12439337-thnov15p9091s1.pdf-111-ENSG00000180806_HOXC9	Rummagene Transcription Factor Associations 2026	1.0	null
GSE169152_3_v_2_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Endocrine system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.48
KNTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00919
GSE216540_0_v_6_fulvestrant_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE152441,GSE152442_0_v_3_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Thyroid gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE97278,GSE97280_2_v_1_nsd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MYF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.3708
GSE198165,GSE198166_0_v_1_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE231524,GSE231526_0_v_1_dusp6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213588_10_v_2_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE211983_1_v_3_nicotine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9218776-ADVS-9-2104640-s002.xlsx-SIM_-_Nurr1-Unnamed_1_SIM2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10641274-mmc2.xlsx-FOXK1_Untreated-SYMBOL_FOXK1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE174498,GSE174500_3_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE171837_0_v_1_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE169356_2_v_1_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE242083,GSE242098_3_v_5_med1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GC-04-UF36_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.285697
GSE198165,GSE198166_0_v_2_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AA-56-JY17_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.231541
GSE162892_4_v_0_sox9_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169205_0_v_2_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
COPS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62661
GSE183041_1_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE120612_7_v_1_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE223008_7_v_3_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CE-15-YU05_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.214647
MCM8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.40915
EDC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38943
GSE222598_1_v_0_sf3b4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC6718408-41467_2019_11884_MOESM6_ESM.xlsx-TAD_genes_ST-EPN-RELA-Unnamed_4_RELA	Rummagene Transcription Factor Associations 2026	1.0	null
GSE128563_2_v_6_venetoclax_human	RummaGEO Drug Perturbation Signatures	1.0	null
SAAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06163
GSE235390_4_v_0_lurbinectedin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Hypothyroidism	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.48
GSE102505_4_v_3_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148200_4_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
KE-73-XV62_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.662551
GSE160817_5_v_6_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE120370_0_v_3_thrombin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Erythroleukemia cell	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE120612_7_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193354_0_v_1_saraf_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE240030,GSE252532_0_v_2_atrx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Zbtb2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.0059
GSE211357_2_v_0_atg7_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE125014_6_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE223008_4_v_8_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169205_0_v_1_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE154197_1_v_2_ints13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE77108_6_v_1_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE87412,GSE92423_2_v_1_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE167886_2_v_0_chd7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC7585942-mmc4.xlsx-RBM10_KD-Unnamed_3_AR	Rummagene Transcription Factor Associations 2026	1.0	null
SIRT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19662
GSE160817_3_v_6_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE233679_5_v_3_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Thalamus	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.027
GSE196117_1_v_11_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FUNDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83719
Uniplex complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.543
increased red blood cell distribution width	MGI Mouse Phenotype Associations 2023	1.0	null
GSE148200_1_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE169152_5_v_6_ibrutinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Cytotoxic T-lymphocyte	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.155
LA-42-ER00_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.597827
KLF16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	103.161
BTF3L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02034
GSE96641_3_v_0_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160817_2_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8569982-41065_2021_205_MOESM1_ESM.xlsx-mono_THP1_a2b_tpm1-gene_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE202310_1_v_0_ube3d_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169152_5_v_4_ibrutinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE223008_4_v_2_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Cerebral gyrus	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.138
LSG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10263
Oviduct	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE223008_11_v_3_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE203485_1_v_0_zdhhc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE197562_2_v_3_nox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140997_10_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE84148,GSE96938_3_v_1_nrros_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
WB-48-EF24_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.440988
GD-79-TW34_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.66623
CB-16-SY72_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.627493
Cholangitis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.592
GSE77108_3_v_2_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146840,GSE146842_0_v_2_qrich1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE99875_2_v_0_everolimus_human	RummaGEO Drug Perturbation Signatures	1.0	null
CB-69-DJ58_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.229547
KLF14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	84.8934
GSE124097_3_v_0_trem2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DD-65-SA37_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.234028
STK35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21316
GSE189356_5_v_6_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_3_v_11_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
BC-14-CG34_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.2328
Metabolism of lipids	Reactome Pathways 2024	1.0	null
GSE169356_2_v_5_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CB-31-UO16_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.58991
GSE148695,GSE167281_2_v_1_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE202434,GSE202438_13_v_0_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
AC-55-XA97_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.24773
GSE207122_1_v_0_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE213588_8_v_4_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CB-16-SY72_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.82179
PMC12238561-42003_2025_8460_MOESM2_ESM.xlsx-IDs_S27_LF_C2_24h-Unnamed_5_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-10_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
Respiratory system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.674
SA-31-VB03_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.271578
GSE199660_1_v_2_secretin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_4_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CC-04-WK34_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.357063
GSE137325_3_v_0_copanlisib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DB-54-GQ68_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-2.27636
ZFP69B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24687
Head	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
AF-41-QY60_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.330495
CC-44-MG29_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.216458
PPP1R14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02612
GSE149075_8_v_11_foxa2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
EA-62-MI89_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.217775
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
RPL34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94626
FARSB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34618
AD-16-HL96_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.28034
GSE248501_1_v_0_mst1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE179531_1_v_0_metformin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Lymphatic system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
DCAF12L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05593
GSE169205_0_v_5_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE132694,GSE132717_0_v_2_meis1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE203308_7_v_0_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FE-82-WB22_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-3.31392
GSE199092_1_v_0_ddx5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Nose disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.674
GSE148692,GSE148695_1_v_3_satb2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213632_3_v_6_acod1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE64513_0_v_1_foxd3_human	RummaGEO Gene Perturbation Signatures	1.0	null
CC-03-PW00_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.445888
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC12238561-42003_2025_8460_MOESM2_ESM.xlsx-IDs_S01_LF_C1_3h-Unnamed_5_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE202434,GSE202438_13_v_11_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE134375_6_v_5_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE229344_1_v_0_cyb5r3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE197948_2_v_0_atp7b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE200320_1_v_0_mfge8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
Musculoskeletal system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.902
WE-48-PP43_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.511723
GSE96777,GSE96778_3_v_2_zbtb4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SMARCD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31843
GSE115763_3_v_1_klf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE195503_3_v_2_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Intestinal disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.923
NLE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00138
GSE160817_4_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE180200,GSE180201_3_v_0_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE126463_1_v_3_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Tacrolimus	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.33
HEY2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.1714
496100352_FWM_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.43993
GSE126463_6_v_3_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193177_1_v_2_st266_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
QA-50-YO37_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.302765
ZKSCAN3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.9524
GSE135514_8_v_7_dasatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PA-75-VL17_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.249629
PMC11868582-41423_2025_1264_MOESM4_ESM.xlsx-Table_S10-Table_S10_List_of_FICZ-induced_or_FICZ-suppressed_and_OVOL1-dependent_genes_OVOL1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE133763_0_v_1_chd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GB-46-CK08_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.47246
GSE237040_2_v_1_notch3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TFAP4::ETV1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.9036
GSE180200,GSE180201_3_v_9_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE232624_4_v_5_ethanol_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE217452_3_v_1_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-9_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE70935_1_v_0_cyfip1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE239688_2_v_1_canagliflozin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100596_FWM_dementia_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.41609
GSE95688_7_v_2_glutathione_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE223008_7_v_8_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Neuroepithelioma cell	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE190235_3_v_2_foxo3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE92457_9_v_10_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Pineal gland	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.029
LRFN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13841
GSE169356_0_v_4_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DBN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34007
GSE224096_2_v_0_cocaine_human	RummaGEO Drug Perturbation Signatures	1.0	null
MYB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8382
RBAK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41371
GSE190186,GSE190188_8_v_5_apoe_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE235066_7_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
RCAN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18539
prostaglandin-F synthase activity	GO Molecular Function Annotations 2023	1.0	null
PMC10561055-mmc3.xlsx-LPS_T0-gene_name_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
ALG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77398
GSE233679_12_v_2_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10781639-41586_2023_6618_MOESM4_ESM.xlsx-ST12-Unnamed_5_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE121198,GSE129782_1_v_0_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Eicosanoid synthesis	WikiPathways Pathways 2024	1.0	null
PMC8350019-mmc2.xlsx-DESeq2_Pten_vs_control_batch_LF-ENSG_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE203158_5_v_13_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
VEZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	69.8138
PMC8350019-mmc2.xlsx-DESeq2_Pten_vs_control_batch_LF-gene_name_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE198165,GSE198166_9_v_2_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9013128-NIHMS1795992-supplement-6.xlsx-ARID2_MUT_Dowregulated-Gene_name_ARID2	Rummagene Transcription Factor Associations 2026	1.0	null
Synthesis of Prostaglandins (PG) and Thromboxanes (TX)	Reactome Pathways 2024	1.0	null
Autoimmune disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.923
GSE148692,GSE148695_7_v_6_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FF-28-ES17_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.11424
FA-63-WI26_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-2.27998
GSE216538_1_v_4_mrs2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE160817_5_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE235066_7_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12775252-18_2025_5991_MOESM3_ESM.xlsx-Sheet1-Supplementary_Table_2_Up-_and_down-regulated_genes_in_TCF7L2-depleted_EVT_compared_to_control_EVT_TCF7L2	Rummagene Transcription Factor Associations 2026	1.0	null
Allergic disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.674
PMC12774775-mmc2.xlsx-PAR_RARG_merge_q5_Narrow_subKO-ENSEMBL_ID_RARG	Rummagene Transcription Factor Associations 2026	1.0	null
RAB40C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37254
GSE220520_1_v_7_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE216273,GSE216292_14_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_4_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NF-21-HQ00_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.678836
ZBED4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	153.792
GSE107505_0_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE119345_2_v_3_bexarotene_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE131649_6_v_8_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FE-56-PV35_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.974401
Nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
METTL25B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36296
EIF3J	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93671
GSE210885_3_v_1_klf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KF-18-RY71_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.905129
S0-EE-Y7IR_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.431798
GSE162276_4_v_3_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE77108_8_v_9_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE179974_3_v_5_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
JD-81-YX02_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.212668
GSE112762,GSE112767_1_v_3_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10760404-NIHMS1688779-supplement-Supplementary_Table_S6.xlsx-EMP_CREB_Targets-symbol_CREB1	Rummagene Transcription Factor Associations 2026	1.0	null
ERF::NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.162
PLAGL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	71.1081
PMC4515859__F3	PFOCR Pathway Figure Associations 2023	1.0	null
GSE148692,GSE148695_7_v_4_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE211151_1_v_4_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146982_7_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE62843,GSE64371_2_v_3_furan_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11611169-pone.0314092.s001.docx-3-PPARG_PPARG	Rummagene Transcription Factor Associations 2026	1.0	null
ficolin-1-rich granule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.751
GSE161170,GSE161268_0_v_2_med1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Primary immunodeficiency disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.923
GSE126463_1_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193541_1_v_2_nifurtimox_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9338531-13046_2022_2445_MOESM18_ESM.xlsx-AASE_U87MG_KD-GeneID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10561055-mmc3.xlsx-LPS_T0-hgnc_symbol_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
MEOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04621
496100436_FWM_no dementia_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.22282
EBF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.2919
MTF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2347
GSE145476_2_v_0_hopx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199255,GSE199356_4_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TMEM161A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09317
GSE200839,GSE233826_5_v_0_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE162276_2_v_0_rosiglitazone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Ar	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.3248
GSE213588_10_v_6_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
1011_C18ORF21_P1P2	Replogle et al., Cell, 2022 RPE1 Essential Perturb-seq Gene Perturbation Signatures	1.0	2.04307
Cingulate gyrus	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.138
DDX42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06403
PMC12224929-ADVS-12-2416784-s006.xlsx-DEG_circGLIS3_KD-Unnamed_6_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Brain - Spinal cord (cervical c-1)	GTEx Tissue Gene Expression Profiles 2023	1.0	1.035
HUPT3_PANCREAS	CCLE Cell Line Proteomics	1.0	10.7463
FE-10-KQ78_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.761436
PMC11195603-jamapsychiatry-e241429-s002.xlsx-eT38_Protein_cis-instrument_MR-Unnamed_2_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
BD-49-MD69_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.25564
GSE131649_4_v_8_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
N4BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07547
GSE114284_1_v_5_irf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Biliary tract disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.592
RAP1GAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.88862
GSE190384,GSE190386_2_v_4_fulvestrant_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE213219_2_v_3_st3gal3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE110178_2_v_3_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
RPS27A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07481
PPM1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22435
Gli1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	39.2276
BF-04-NQ13_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.202281
GSE246184,GSE246195_0_v_1_sin3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
oxidoreductase activity, acting on the CH-OH group of donors, NAD or NADP as acceptor	GO Molecular Function Annotations 2025	1.0	null
B-cell lymphoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
OC-10-FB51_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.337088
GSE131649_2_v_3_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148066,GSE157787_0_v_4_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE196505,GSE196507_3_v_2_kdm2b_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE138789_0_v_1_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE217452_3_v_0_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
Allergic rhinitis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.674
PMC10641274-mmc2.xlsx-FOXK1_Untreated-ENSEMBL_FOXK1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE157594_6_v_2_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC8047323-Table_3.xlsx-Venn_581_LPS_T24_vs_LPS_T0-GeneSymbol_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
chr1_2597921_G_A_b38	GTEx eQTL 2025	1.0	1.44604
GSE216043_11_v_6_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
AC-84-QG99_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.284645
Thymus	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE200839,GSE233826_2_v_6_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NCIH716_LARGE_INTESTINE	CCLE Cell Line Proteomics	1.0	7.49126
GSE123734_1_v_0_mien1_human	RummaGEO Gene Perturbation Signatures	1.0	null
YY1-33199912-293T-HUMAN-KIDNEYEMBRYO	ChEA Transcription Factor Targets 2022	1.0	null
GSE127790_11_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HD-29-LW24_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.671569
496100362_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.95943
PMC9296003-supp_gad.348982.121_Supplementary_Table_S1.xlsx-Partitions_EPC1-PHF1-FLAG-Unnamed_20_PHF1	Rummagene Transcription Factor Associations 2026	1.0	null
Autoimmune thyroiditis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.339
AD-16-HL96_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.72114
GSE184210_0_v_3_glucagon_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6858560-NIHMS1538530-supplement-Supplementary_Tables.xlsx-Supplementary_Table_22-Supplementary_Table_22_Aberrant_Splicing_Events_in_TET2_SRSF2_co-mutated_AML_Patients_from_the_Beat-AML_cohort_TET2	Rummagene Transcription Factor Associations 2026	1.0	null
ZE-45-CG69_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.433345
GC-04-UF36_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-2.77252
Diffuse large B-cell lymphoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
GSE132948,GSE132949_0_v_5_msi2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FB-66-UU47_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.239175
GSE143743_0_v_2_c9orf72_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE149264,GSE149267_2_v_1_trp53_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Vaginal discharge	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.481
GSE171837_0_v_2_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE162276_4_v_3_rosiglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE142210_2_v_10_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE224742_0_v_1_slc1a5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158834_2_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12769604-13402_2025_1147_MOESM6_ESM.xlsx-Table_S4_3_Venn-Tumor_AND_Prognosis_NOT_Scissor_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE122215,GSE122217_0_v_2_peg10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Bone disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.902
PMC10641274-mmc2.xlsx-FOXK1_Insulin-ENSEMBL_FOXK1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE125014_1_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
AC-30-XU83_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.401859
GSE247862,GSE247863_0_v_1_eomes_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC13137955-ijbsv22p4243s2.xlsx-Sheet1-hTFtarget_E2F3_E2F3	Rummagene Transcription Factor Associations 2026	1.0	null
NFKB2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	52.8867
GSE198165,GSE198166_0_v_4_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE159678_4_v_3_chloroquine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE135030_3_v_1_fludarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE176008_7_v_2_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
Immune system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.923
PC-62-AQ92_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.269126
TFAP4::FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	52.3745
MAZ	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	95.2262
RE-99-TA30_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.387862
GSE142210_3_v_5_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MGAT4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48519
Trunk	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
KA-81-AG66_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.347522
GSE148692,GSE148695_7_v_3_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE72895,GSE72896_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158969_1_v_2_trastuzumab_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE92457_9_v_12_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BE-79-QU25_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.601389
GSE114883_1_v_4_romidepsin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Helper T-lymphocyte	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.076
GSE215086_5_v_0_batf_human	RummaGEO Gene Perturbation Signatures	-1.0	null
JE-72-KV75_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.320849
PMC12238561-42003_2025_8460_MOESM2_ESM.xlsx-IDs_S23_LF_C1_24h-Unnamed_5_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE140937,GSE140938_1_v_2_slfn11_human	RummaGEO Gene Perturbation Signatures	1.0	null
SLC16A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0108
GSE113106_2_v_1_dnm2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-2_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE202434,GSE202438_13_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SPTAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30736
CENPM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29808
CRYZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39519
GSE149035_7_v_0_hepacam_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE127790_11_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AC-05-MR83_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.274115
GSE70499_0_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE96777,GSE96778_1_v_0_zbtb4_human	RummaGEO Gene Perturbation Signatures	1.0	null
ADM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03892
GSE136622_7_v_3_srpk3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE148066,GSE157787_0_v_7_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PGH2	MW Enzyme Metabolite Associations	1.0	null
GSE189609_1_v_0_hax1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE111102,GSE111105_3_v_7_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_12_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE238116_1_v_2_egr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Combined-MYB_Combined_sgRNA_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE137818_2_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Spleen	GTEx Tissue Gene Expression Profiles 2023	1.0	1.15461
PPP1R7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40108
AD-16-HL96_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.661
THAP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.6381
Tfcp2l1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	36.9461
prostanoid biosynthetic process	GO Biological Process Annotations 2025	1.0	null
Prostaglandin and leukotriene metabolism in senescence 	WikiPathways Pathways 2024	1.0	null
GSE171292_1_v_0_ehhadh_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PLAG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	160.167
RPP38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47311
GSE142210_2_v_1_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE193177_1_v_3_st266_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Ibrutinib2	DeepCoverMOA Drug Mechanisms of Action	-1.0	-1.1
GSE213588_8_v_2_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE185922_1_v_2_riok2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE125007,GSE125008_10_v_0_uhrf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140997_4_v_6_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
SAP18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58299
PMC11925450-elife-96850-supp2.xlsx-DNMT1_KO_vs_DNMT1_L1TD1_dKO_res-Unnamed_0_DNMT1	Rummagene Transcription Factor Associations 2026	1.0	null
YD-49-HM53_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.312296
Bile duct disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.592
GSE137818_5_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Nr1h4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.526
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-E_ATF4-def_vs_HCT116_Tg8-Unnamed_2_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE233679_5_v_13_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Gastrodermis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.809
GSE131588,GSE131690_1_v_0_setd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE197562_0_v_3_nox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Arthritis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.902
SP9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	83.0823
PTK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49267
ALG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02245
prostaglandin biosynthetic process	GO Biological Process Annotations 2023	1.0	null
GSE233679_14_v_15_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Teratocarcinoma cell	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
E2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.133
GSE240386,GSE242143_8_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9038526-mmc1.xlsx-postCOVID_LPS_vs_healthy_L-symbols_98_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE140322_0_v_2_imatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF121	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31542
prostaglandin biosynthetic process	GO Biological Process Annotations 2025	1.0	null
GSE174498,GSE174500_5_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE216043_3_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE207787_1_v_2_pdha1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9038526-mmc1.xlsx-postCOVID_ctr_vs_LPS-symbols_98_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE193258,GSE193259_9_v_15_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-5_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
SP3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	90.7635
ZNF232	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28895
GSE246053_1_v_2_hnf4a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE126463_4_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
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
Shell gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.722
GSE133691_1_v_3_lgr5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
IA-76-ZU47_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.519004
ZNF524	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.1325
SLC1A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0025
GSE152055_2_v_3_mpc1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE197555_1_v_3_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GE-53-SM76_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.616727
KLF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	94.2637
GSE90552_1_v_0_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
Mitochondrion	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	3.0
GSE148252_7_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE235066_7_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE131649_2_v_0_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Rheumatoid arthritis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.902
Seminal vesicle fluid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.032
GSE103068_0_v_3_volasertib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9396374-Table_4.XLSX-AR_related_genes_from_GeneCards-gene_symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
TD-29-IN36_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.10293
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-E_ATF4-def_vs_HCT116_Tg8-Unnamed_1_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE216147_0_v_1_rbm20_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE69244_1_v_0_j147_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GLMN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.613
GSE217776,GSE217829_1_v_6_sgf29_human	RummaGEO Gene Perturbation Signatures	1.0	null
PUS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14352
GSE142210_3_v_6_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RAD51D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30821
GSE131798,GSE131804_2_v_0_igf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE203329_0_v_1_mettl5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
increased red blood cell distribution width	IMPC Knockout Mouse Phenotypes	1.0	null
GSE149123,GSE149128_2_v_0_cdk7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Caudate nucleus	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.002
GSE228261_0_v_1_elesclomol_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100577_FWM_probable Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.57155
GSE152441,GSE152442_7_v_2_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE235066_4_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
NDUFA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59777
BD-69-GX17_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.396848
PMC8350019-mmc2.xlsx-DESeq2_Pten_vs_control_batch_LF-ensembl_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
496100278_FWM_no dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.56421
GSE201239_6_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE128076_1_v_3_doxycycline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Taste bud	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.818
Inflammatory bowel disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.923
GSE81803,GSE81912_4_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Liver disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.327
TP53INP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0016
E2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.6928
GSE180200,GSE180201_3_v_1_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MGA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5361
ZNF692	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.8173
POLR1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11528
GB-06-BA49_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.430822
496100455_FWM_dementia_TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.35961
GSE133691_2_v_0_lgr5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE116810_2_v_1_selinexor_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE223008_4_v_12_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE162739_8_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE154767_4_v_0_adam10_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NF-21-HQ00_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.203123
PMC11925450-elife-96850-supp2.xlsx-DNMT1_KO_vs_DNMT1_L1TD1_dKO_res-geneName_DNMT1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9974104-jci-133-159940-s017.xlsx-GT3-INCP-GATA3_Co-down-Gene_ID_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE203308_14_v_5_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE114013,GSE114014_1_v_3_itraconazole_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148692,GSE148695_5_v_3_satb2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9407616__F9	PFOCR Pathway Figure Associations 2024	1.0	null
GSE169205_0_v_8_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE216043_11_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE241036_4_v_2_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
EE-98-PF86_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.20797
CHD4-35695185-NICBASALROOTGANGLIA-MOUSE-EMBRYO	ChEA Transcription Factor Targets 2022	1.0	null
GSE124048,GSE124067_1_v_0_irf6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE92965_0_v_1_klf2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE121866_0_v_2_six4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Hematopoietic system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
OF-05-CB18_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.690566
PMC9218776-ADVS-9-2104640-s002.xlsx-SIM_-_Nurr1-Nurr1_modulation_mediates_neuroprotective_effects_of_statins_SIM2	Rummagene Transcription Factor Associations 2026	1.0	null
PSEN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37579
GSE152441,GSE152442_7_v_5_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE148692,GSE148695_2_v_3_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE165636_0_v_4_tofacitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE203158_0_v_8_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MAP4K3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95208
GSE84922,GSE84924_4_v_1_sall4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE62843,GSE64371_2_v_0_furan_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE163275_1_v_0_irf8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE159678_4_v_7_chloroquine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CDC123	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75528
ZNF654	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0446
NOB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9819
POMGNT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.21545
GSE211126_1_v_0_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE126463_0_v_2_arid2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE157594_6_v_7_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
IC-28-HS37_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.90783
Esrrg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	37.934
GSE185519_4_v_7_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151412_2_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
UF-27-HS98_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.342418
Body mass index	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.739794
Adrenal Gland	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.71738
YA-92-YO01_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.14248
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
ETV5::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	65.2689
EOMES	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6914
GSE150049_2_v_0_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Immune system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
FF-28-ES17_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.35633
Ppara	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.142
GSE126463_5_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100651_FWM_probable Alzheimer's disease_TBI_83_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-4.08804
GSE146840,GSE146842_3_v_2_qrich1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE206226_0_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE107505_1_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SE-15-AV21_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.36726
GA-47-MH68_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.293926
HEY1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2021
AB-71-CI37_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.31341
GSE139016_3_v_1_disulfiram_human	RummaGEO Drug Perturbation Signatures	-1.0	null
IC-76-JU42_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.74252
496100608_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.46717
GSE126463_6_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
abnormal lipid level	MGI Mouse Phenotype Associations 2023	1.0	null
PMC8047323-Table_1.xlsx-FC_LPS_T24_Vs_LPS_T0_P_0_05_FC-GeneSymbol_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
496100416_FWM_dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.8451
GSE81803,GSE81912_0_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE153189_2_v_3_interferon gamma_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE219195_1_v_5_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
FDPS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1304
496100412_FWM_possible Alzheimer's disease_TBI_87_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.71341
GSE242199_9_v_7_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZSCAN31	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.6563
GSE210990,GSE211030_3_v_2_kmt2d_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE216538_1_v_3_mrs2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
XC-81-LR46_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.868333
GSE216273,GSE216292_14_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE233679_6_v_2_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GB-57-XV52_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.82477
GSE210842_3_v_1_hnf4a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8497824-Table_4.xlsx-Stage_4_EOMES_vs_Ctrl-Unnamed_1_EOMES	Rummagene Transcription Factor Associations 2026	1.0	null
RSPO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61179
GSE142210_4_v_0_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
chr1_2574790_T_C_b38	GTEx eQTL 2025	1.0	1.88946
GSE198165,GSE198166_8_v_2_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PINX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02508
GSE225901_2_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GB-73-QS80_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.359239
GSE162892_4_v_0_isox_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE221539_1_v_3_lrrc10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE203158_1_v_15_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE238116_3_v_2_egr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Hematopoietic system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GA-88-CF36_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.15175
ZFP57	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.359
GSE256181_1_v_0_etv2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140965_1_v_4_mybpc3_human	RummaGEO Gene Perturbation Signatures	1.0	null
Esophagus - Muscularis	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.826834
Gastrointestinal system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.923
WC-09-GD62_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-2.04864
HAND2-30127528-KELLY-HUMAN-BRAIN-NEUROBLASTOMA	ChEA Transcription Factor Targets 2022	1.0	null
EA-39-YN88_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-3.84273
PMC9978772-Table_2.XLSX-MSC-Gene_ID_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE151612_4_v_7_pracinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE162739_4_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE173201_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
AB-64-ZX70_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.40448
GSE116810_2_v_3_selinexor_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Basal ganglion	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.297
Lymphoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
GSE129725_4_v_0_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE182181_1_v_0_ricolinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC11067031-pnas.2317690121.sd05.xlsx-Sheet1-Differentially_expressed_genes_between_PML_RARA_GFP_vs_Empty_vector_GFP_human_hematopoietic_cells_at_day_7_by_single_cell_RNA-seq_RARA	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12238561-42003_2025_8460_MOESM2_ESM.xlsx-IDs_S12_LF_C1_8h-Unnamed_5_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE135705_5_v_3_corticosterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE233647_2_v_0_docetaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE143782_3_v_11_calcitriol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE92457_7_v_8_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_12_v_9_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Neck	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
NUMBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76568
prostaglandin F synthase activity	GO Molecular Function Annotations 2025	1.0	null
GSE211989_3_v_2_nlrc3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE176008_4_v_1_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE166308_1_v_0_pim1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE163240_3_v_4_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12774775-mmc2.xlsx-PAR_RARG_merge_q5_Narrow_subKO-Gene_Symbol_RARG	Rummagene Transcription Factor Associations 2026	1.0	null
prostaglandin metabolic process	GO Biological Process Annotations 2025	1.0	null
DA-35-DU85_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.281234
ZNF682	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.0974
GSE239688_4_v_3_canagliflozin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TSPYL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10896
GSE216273,GSE216292_14_v_6_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Blood cancer cell	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PD-05-HV36_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.232844
PMC11551338-pnas.2411189121.sd01.xlsx-AHR-Unnamed_0_AHR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE100528_1_v_0_mettl3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE125219,GSE125221_4_v_0_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE149366_1_v_0_sulconazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE130396_7_v_6_braf_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140322_0_v_1_imatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
RHBDF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01663
Rxra	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	44.8452
GSE206342_1_v_0_kpna2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE117643_1_v_0_irx5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE138815,GSE138817_0_v_2_kdm6a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE119498_0_v_7_setd5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE242199_2_v_0_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE205913_1_v_0_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
IA-27-CK10_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.26973
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
GSE148066,GSE157787_8_v_6_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78057
GSE214514_1_v_7_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
STX17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37456
REST	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	77.3667
GSE123372,GSE123373_10_v_2_mecp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169356_2_v_4_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100484_FWM_no dementia_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.24695
PGF2alpha	MW Enzyme Metabolite Associations	1.0	null
Uterine luminal fluid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.734
GA-59-RW04_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-2.23311
GSE114284_1_v_0_irf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE71491_0_v_1_cyclophosphamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
B9D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05827
GSE188869,GSE188871_1_v_3_kat7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216043_10_v_8_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE144796_3_v_0_linagliptin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE157894_1_v_0_cystine_human	RummaGEO Drug Perturbation Signatures	1.0	null
CF-87-AS90_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.85131
GSE203158_5_v_15_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE183271_1_v_0_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148066,GSE157787_9_v_4_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11426526-ppat.1012555.s014.xlsx-DEG_DC_C91-PL_LPS_vs_DC_JK_LPS-Unnamed_5_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-1_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE114258_3_v_0_foxk1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DF-84-RT50_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.946904
BTAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52645
KCNC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38982
GSE139455_7_v_3_stat3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Olfactory bulb	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.041
GA-88-CF36_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.93574
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-DEG_KD_PC-Symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE107956,GSE107957_0_v_1_ythdf2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE131649_4_v_5_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ETV2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9266
GSE121824,GSE121826_0_v_8_scaf8_human	RummaGEO Gene Perturbation Signatures	1.0	null
Primary biliary cholangitis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.327
GSE105173,GSE105175_1_v_0_dhx36_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE199660_1_v_0_secretin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE120612_7_v_2_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Tumor necrosis factor receptor superfamily complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.838
GSE152441,GSE152442_1_v_2_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE173405_3_v_0_dmba_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10641274-mmc2.xlsx-FOXK1_Insulin-SYMBOL_FOXK1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE202434,GSE202438_10_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE149621_3_v_1_olaparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE131887_1_v_4_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GA-28-SS67_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.392864
GSE114258_3_v_2_foxk1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ARMC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33427
Central nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
KMT2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.357
GSE126463_5_v_3_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10115638-41591_2023_2255_MOESM4_ESM.xlsx-CNS_NB_FOXR2_deletions-Unnamed_2_FOXR2	Rummagene Transcription Factor Associations 2026	1.0	null
MAML2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26449
GSE211126_3_v_0_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100345_FWM_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.20195
OB-06-WW76_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.540775
GSE229973_4_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
IF-87-AU84_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-3.86075
Conceptus	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.853
GSE189653,GSE203344_2_v_0_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
corl279	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.236
GSE131649_4_v_0_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
psn1	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.569
GSE157894_2_v_0_cystine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE44157,GSE44163_3_v_0_nr6a1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NUBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.78174
GSE63048_11_v_6_morc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
UQCRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18995
496100376_FWM_probable Alzheimer's disease_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.08915
HC-92-HE59_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.349525
MED6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00898
GSE148321,GSE169423_2_v_1_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6172843-13059_2018_1523_MOESM6_ESM.xls-Sheet1-Table_S5_mRNAs_variation_abundance_1_5-fold_in_YBX1-knockdown_BGC-823_cells_YBX1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE203485_1_v_0_sunitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Pparg::Rxra	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	43.3216
GSE203308_7_v_5_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE228162_2_v_5_nr2f6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
WC-09-GD62_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.47943
PMC9360325-DataSheet_3.xlsx-DEGs_DLPSvsMLPS_71UP-Data_file_S3C_Upregulated_DEGs_in_DCATH-2_trained_LPS-stimulated_dTHP-1_cells_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
Autoimmune disease of gastrointestinal tract	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.923
MUC3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25305
GSE95077_5_v_2_amiloride_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE160442,GSE160444_1_v_0_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Uterine gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.803
Colon - Sigmoid	GTEx Tissue Gene Expression Profiles 2023	-1.0	-1.52079
T-lymphocyte	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.155
Respiratory allergy	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.674
GSE127790_5_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PXYLP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28738
GSE103068_5_v_3_volasertib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148692,GSE148695_7_v_0_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE114284_2_v_0_irf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE232786_1_v_0_otud1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE239688_4_v_0_canagliflozin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE133763_0_v_2_chd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE223908,GSE223909_1_v_6_serpinb3_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100562_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.48049
GSE95386_0_v_1_trim24_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BC-01-JL64_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.565827
CE-15-YU05_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.265396
PMC6683136-41598_2019_47363_MOESM5_ESM.xlsx-GENE_SET-Negative_correlation_of_ZEB1_and_other_genes_ZEB1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE239688_4_v_1_canagliflozin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
QE-79-XO29_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.665178
NR4A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02372
GSE70935_2_v_4_cyfip1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GLIS2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	64.8987
GSE202434,GSE202438_3_v_0_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FERD3L	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.2423
GSE223908,GSE223909_1_v_3_serpinb3_human	RummaGEO Gene Perturbation Signatures	1.0	null
FA-80-DR66_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.570043
GSE213588_8_v_6_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE229973_3_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
QE-79-XO29_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.910482
Prefrontal cortex	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.16
GSE158431_2_v_0_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
DC-51-WE27_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.377234
GSE221742,GSE221743_1_v_2_sipa1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160817_3_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DF-00-BU08_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.496624
GSE183271_5_v_0_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
QE-79-XO29_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.417114
GSE131649_4_v_3_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SNAP23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00846
FB-66-UU47_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.44233
GSE235550_1_v_0_hspa9_human	RummaGEO Gene Perturbation Signatures	1.0	null
non-Hodgkin lymphoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
PMC4770763__F3	PFOCR Pathway Figure Associations 2023	1.0	null
KC-48-OO62_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.80882
GSE97278,GSE97280_2_v_3_nsd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Skin - Not Sun Exposed (Suprapubic)	GTEx Tissue Gene Expression Profiles 2023	1.0	2.94648
GSE169205_0_v_6_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE233679_5_v_15_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE115542_5_v_3_digoxin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE151412_2_v_3_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE159678_4_v_2_chloroquine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148262,GSE150691_1_v_2_hdlbp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE101527_0_v_1_smad4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CD-05-PU90_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.211227
MF-11-EW49_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.229071
ZBTB33	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.4993
Inflammatory bowel disease	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.609691
PMC9296003-supp_gad.348982.121_Supplementary_Table_S1.xlsx-Partitions_EPC1-PHF1-FLAG-Unnamed_19_PHF1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE164508_1_v_0_bortezomib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
WC-09-GD62_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-3.79828
GSE178714_3_v_2_smad2_human	RummaGEO Gene Perturbation Signatures	1.0	null
Serotonergic synapse	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.152
PMC11185762-media-2.xlsx-ATAC2wk_KD_V337M_intersect_peak-Symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
EA-18-FP00_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.6197
ALDH7A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52547
Disease of anatomical entity	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.184
GSE160817_0_v_8_slamf6_human	RummaGEO Gene Perturbation Signatures	1.0	null
Liver cirrhosis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.327
GSE122101,GSE122103_3_v_4_ssu72_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11908325-media-2.xlsx-Table10_MR-Unnamed_2_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE114284_2_v_3_irf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
APLNR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0064
BD-98-XW77_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.222098
GSE116810_5_v_0_selinexor_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE249404_0_v_1_oxytocin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148692,GSE148695_2_v_4_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE92614_1_v_0_pten_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE176008_8_v_1_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-MECP2-toNode_MECP2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE228106_3_v_2_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE189653,GSE203344_5_v_3_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE129389_0_v_6_tropifexor_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
AE-85-LR48_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.280249
KA-75-LP02_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.269206
GSE125219,GSE125221_4_v_2_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ETV2::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.1116
GSE184356_1_v_2_tfam_human	RummaGEO Gene Perturbation Signatures	-1.0	null
WE-43-PZ45_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.668198
Tongue epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.757
MYOG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.7323
FE-49-VJ28_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.206337
GSE104022_1_v_0_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE135514_8_v_0_dasatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EXOC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51413
PB-09-OE00_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.376445
AD-51-SS86_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.725047
GSE144838_2_v_5_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9338531-13046_2022_2445_MOESM18_ESM.xlsx-AASE_U87MG_KD-geneSymbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE157594_3_v_7_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE81803,GSE81912_0_v_5_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Pod	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.519
MYOD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.8355
GSE148066,GSE157787_9_v_7_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Organ system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
GSE255432_4_v_0_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
HES2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.778
GSE114258_1_v_2_foxk1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FB-39-CW59_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.949565
GSE125007,GSE125008_5_v_0_uhrf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE153354_0_v_1_tcf19_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-E_ATF4-def_vs_HCT116_Tg8-Supplementary_Table_2E_Contrast_ATF4-def_Tg_8h_vs_HCT116_Tg_8h_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
TECPR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06448
GSE122067_3_v_1_mtch2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE126463_0_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE195503_3_v_0_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE131887_1_v_0_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE172019_2_v_8_rnf2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216540_10_v_6_fulvestrant_human	RummaGEO Drug Perturbation Signatures	-1.0	null
AC-35-CK01_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.19786
GSE143499_0_v_1_gata6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE197630_1_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZDHHC19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74068
GSE70499_4_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE120612_7_v_0_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Lymphoid tissue	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CELF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52588
EA-18-FP00_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.00032
PMC9338531-13046_2022_2445_MOESM18_ESM.xlsx-AASE_A549_KD-geneSymbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
NFIX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.3317
GSE114013,GSE114014_1_v_4_itraconazole_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GB-73-QS80_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.451647
GSE152441,GSE152442_6_v_4_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LRRC75B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03988
Gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC8191339-mmc1.xlsx-Table_S3_DE_genes-LPS_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
Nr1h2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.2251
GSE189653,GSE203344_4_v_3_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE229973_4_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9338531-13046_2022_2445_MOESM18_ESM.xlsx-AASE_A549_KD-GeneID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
YD-49-HM53_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.897328
GSE57397,GSE57399_1_v_0_fbxw7_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE217552_3_v_4_fisetin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Colitis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.923
PGS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54551
GSE239688_2_v_5_canagliflozin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ATAD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36576
GSE213588_8_v_7_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE230744,GSE237803_0_v_3_hira_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE231799_3_v_1_nfkbie_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HUPT4_PANCREAS	CCLE Cell Line Proteomics	1.0	5.78426
Olfactory lobe	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.041
KLF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	72.7312
PC-62-AQ92_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.276996
GSE151364,GSE151366_1_v_2_taf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE188382_4_v_0_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
MC-40-IP75_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.269019
GSE114883_1_v_2_romidepsin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE203158_0_v_14_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-7_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE223008_6_v_8_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
t61-colon_consensus	MoTrPAC Rat Endurance Exercise Training	1.0	4.05431
GSE62843,GSE64371_2_v_5_furan_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
FOXE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51996
GSE162739_6_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE173307,GSE173391_0_v_1_rgcc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FC-13-VS25_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.533086
GSE130396_1_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE196117_6_v_11_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DF-45-GA42_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.241907
GSE201239_3_v_2_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE100316_3_v_6_mtor_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PFKFB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2148
GSE203072_2_v_3_rpl3l_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Ulcerative colitis	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.0
GSE217132_0_v_1_pfkfb4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FB-66-UU47_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.782881
GSE57871_5_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
TFEC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4963
Medulla oblongata	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.041
GSE203158_12_v_15_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE234289_4_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE233647_4_v_5_docetaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9296003-supp_gad.348982.121_Supplementary_Table_S1.xlsx-PeakCall_EPC1-PHF1_FLAG_K562-ENSEMBL_PHF1	Rummagene Transcription Factor Associations 2026	1.0	null
ZBTB7B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	52.5017
FC-85-OX77_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.81447
GSE198165,GSE198166_9_v_4_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Brain	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE227127_1_v_0_diclofenac_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PLPP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51489
GSE142210_11_v_10_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148252_5_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE146982_7_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Celiac disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.78
GSE110268_0_v_3_foxd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152441,GSE152442_0_v_4_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12240782-Table3.xlsx-Sheet1-E2F1_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10185556-41467_2023_38439_MOESM3_ESM.xlsx-ST12_cg_gene_assoc_visc_TAD-target_ensembl_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE127790_9_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100346_FWM_no dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.44431
GSE193258,GSE193259_2_v_8_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE216273,GSE216292_14_v_1_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE119694_1_v_0_lifr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE171837_0_v_3_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6879499__F3	PFOCR Pathway Figure Associations 2023	1.0	null
ZNF343	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	62.2634
GSE223008_9_v_8_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Avian pallium	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.297
PET100	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10244
GSE140937,GSE140938_0_v_2_slfn11_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE255432_4_v_3_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE62843,GSE64371_4_v_0_furan_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CB-24-FA25_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.308458
NF-21-HQ00_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.627824
LE-40-JW92_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.828566
Neostriatum	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.002
GSE213588_8_v_13_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Large B-cell lymphoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
GSE239688_2_v_3_canagliflozin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE57871_6_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE84148,GSE96938_0_v_2_nrros_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE92364_0_v_5_asparaginase_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Testicular cancer cell	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GB-57-XV52_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.62304
GSE199660_1_v_3_secretin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11568168-41598_2024_79607_MOESM3_ESM.xls-11-E2F1_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
Cells - EBV-transformed lymphocytes	GTEx Tissue Gene Expression Profiles 2023	-1.0	-1.15406
AAR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00103
ocular hypertension	MGI Mouse Phenotype Associations 2023	1.0	null
Disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.202
PMC12513837-41588_2025_2336_MOESM4_ESM.xlsx-Supplementary_Table_1-Supplementary_Table_1_List_of_AR-only_and_p300_AR-shared_enhancer_regulated_genes_AR	Rummagene Transcription Factor Associations 2026	1.0	null
KLF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	112.646
PRELID3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01003
GSE131649_6_v_3_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE135514_2_v_6_dasatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE147876,GSE147877_4_v_7_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE226249_5_v_8_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE189653,GSE203344_2_v_1_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Cervical canal	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.504
GSE111102,GSE111105_3_v_0_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IFNGR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66474
GSE168596_1_v_3_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE215086_5_v_6_batf_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE154936_3_v_2_remdesivir_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE196407_1_v_0_fluorouracil_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
E2F4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.9111
Fallopian Tube	GTEx Tissue Gene Expression Profiles 2023	1.0	2.75691
GSE229344_2_v_0_cyb5r3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Dopaminergic synapse	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.71
GSE228106_3_v_4_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9296003-supp_gad.348982.121_Supplementary_Table_S1.xlsx-PeakCall_EPC1-PHF1_FLAG_K562-SYMBOL_PHF1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE242083,GSE242098_2_v_4_med1_human	RummaGEO Gene Perturbation Signatures	1.0	null
AD-66-NV75_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.21378
GSE135514_8_v_6_dasatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE130676_0_v_1_suds3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE228106_3_v_5_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC5637904-PATH-243-193-s016.xlsx-human_down_in_fat_SOX11-Unnamed_7_SOX11	Rummagene Transcription Factor Associations 2026	1.0	null
ZIC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	84.5109
Connective tissue disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.902
GSE190384,GSE190386_1_v_8_fulvestrant_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE221932,GSE222115_0_v_1_ezh2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
496100554_FWM_no dementia_no TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.00788
PMC7880998-41467_2021_21255_MOESM8_ESM.xlsx-Sup_Data_5_TWIST_Panel-Gene_Name_TWIST1	Rummagene Transcription Factor Associations 2026	1.0	null
SB-87-LQ34_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.257658
GSE122215,GSE122217_0_v_1_peg10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
OC-71-BZ81_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.249165
Thorax	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE122990,GSE123061_0_v_1_urod_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE223008_5_v_3_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Nr1h3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.2046
GSE164757,GSE164759_1_v_3_trametinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE209598_0_v_3_tgfbr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216043_11_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HN cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.821
GSE145445,GSE145454_0_v_1_cop1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.2967
AE-19-BK71_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.270889
GC-69-JF03_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.258342
GSE148252_1_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE102486,GSE102490_1_v_5_setdb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE199874_4_v_5_gabpb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE201309_5_v_0_matrine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11825621-210_2024_3353_MOESM2_ESM.xlsx-AR-IL13_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ZBTB24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	80.872
GSE167984,GSE167987_0_v_1_setd1b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64775
FB-66-UU47_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-2.25396
HC-74-HM63_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.941837
GSE141726,GSE141733_1_v_0_angiotensin ii_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
RMDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36168
GSE203158_5_v_8_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF549	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.8135
GSE48812_8_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE130396_7_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE96641_5_v_2_esrp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DA-35-DU85_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.739517
GSE233679_12_v_4_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
COPS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45468
AB-09-EA37_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.480498
GSE137702_2_v_1_selinexor_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE195559_0_v_9_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9013128-NIHMS1795992-supplement-4.xlsx-SKmel147_ARID2_KO_Downregulated-Gene_name_ARID2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE189609_1_v_2_hax1_human	RummaGEO Gene Perturbation Signatures	1.0	null
BB-20-UU03_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.680305
EBF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	57.5192
SLC17A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0172
TBX2-30127528-KELLY-HUMAN-BRAIN-NEUROBLASTOMA	ChEA Transcription Factor Targets 2022	1.0	null
GSE76425_0_v_10_lenalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE131649_2_v_9_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC8635809-Table_2.xls-LPS-downregulated-Unnamed_4_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE169356_2_v_3_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9108619-EMBJ-41-e109191-s016.xlsx-UPF3A_KO_14_3B_KD-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE96641_1_v_2_esrp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9195629-Table1.xlsx-Supplementary_Table_1-JUN_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
PMC5993422-NIHMS922534-supplement-Sup_Tables_1-23.xlsx-RELA-EnhancerAssociatedGene-Unnamed_3_RELA	Rummagene Transcription Factor Associations 2026	1.0	null
GSE145915_3_v_2_pcm1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Endometritis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.335
Cortical collecting duct cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.527
PMC11639743-mmc2.xlsx-LIN28B-gene_name_LIN28B	Rummagene Transcription Factor Associations 2026	1.0	null
UTP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.012
GSE169205_3_v_6_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HC-74-HM63_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.480996
FAM118A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54392
GSE242199_9_v_0_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9336541-Table_3.XLSX-C-vs-H6-L_filter_annot-Unnamed_18_HMX1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11551338-pnas.2411189121.sd01.xlsx-FXR-Unnamed_0_NR1H4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE142210_2_v_8_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE60837_0_v_4_bcl9_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FF-86-NH56_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.338777
Bone marrow cancer cell	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
oxidoreductase activity, acting on the CH-OH group of donors, NAD or NADP as acceptor	GO Molecular Function Annotations 2023	1.0	null
Nr5a1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.7501
DCAF13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24492
GSE143782_3_v_4_calcitriol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-8_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
Hematologic cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.043
GF-35-IT27_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.22942
Epididymis	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
ERF::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.0677
GSE198165,GSE198166_8_v_4_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FAM174C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0299
GSE138672_4_v_3_rabgef1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Pituitary	GTEx Tissue Gene Expression Profiles 2023	1.0	1.58904
GSE85880,GSE85881_0_v_1_tretinoin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Myelin sheath	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	3.0
GSE233679_5_v_1_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE185519_3_v_0_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE216043_10_v_9_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE165071,GSE165072_1_v_0_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC8812561-pnas.2110428119.sd11.xlsx-Sheet1-The_overlapping_genes_of_LCDR_KD_RNA-seq_hnRNP_K_KD_RNA-seq_hnRNP_K_RIP-seq_and_eCLIP-seq_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11625982-AJH-100-10-s001.pdf-28-ZNF680_ZNF680	Rummagene Transcription Factor Associations 2026	1.0	null
GSE129287_0_v_1_cd200_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE240645_3_v_2_u90926_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE92965_0_v_1_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-4_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE189941_1_v_2_kdm4c_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE206516,GSE206518_1_v_7_ptdss2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE233647_2_v_3_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
CB-839	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.34
ARHGAP11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.50784
GSE215086_0_v_2_batf_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE162892_3_v_0_sox9_human	RummaGEO Gene Perturbation Signatures	1.0	null
ficolin-1-rich granule lumen	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.923
OE-31-YC41_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.18283
HES5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2019
PMC5105166-ncomms13331-s5.xlsx-Sheet1-Supplementary_Data_4_Gene_expression_signature_of_MEF2D-rearranged_cases_stranded_data_only_MEF2D	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12103066-FEBS-292-2688-s001.pdf-171-SREBF1_SREBF1	Rummagene Transcription Factor Associations 2026	1.0	null
Gli2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.9691
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-6_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE131649_2_v_5_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
E2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.9601
GSE140997_2_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FD-91-OK66_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.227987
AC-74-ZA35_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-3.93241
GSE162892_3_v_2_sox9_human	RummaGEO Gene Perturbation Signatures	1.0	null
SB-94-ZA83_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.22166
BE-79-QU25_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-1.15173
GSE203158_0_v_13_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NE-94-VE83_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.311004
NFKB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.9088
Bcl11b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.0262
GSE148252_1_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE179002_4_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE233647_4_v_0_docetaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GA-28-SS67_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.345803
Embryonic brain	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.0
CF-50-QK79_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.3075
PMC12396377-jcb_202307079_tables1.xlsx-Fig_1C_i_-_iii_left-x_TFEB_KO_con_VS_WT_con_DOWN_TFEB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE142430_2_v_1_prmt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
COPS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24464
GSE131649_2_v_11_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BB-20-UU03_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.68691
496100391_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.47944
KRI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33892
GSE142210_9_v_5_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12478272-mmc1.xlsx-Table_S7-Supplementary_Table_7_Proteome-wide_MR_and_sensitivity_analysis_results_using_the_brain_pQTL_dataset_from_Wingo_et_al_1_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE201239_3_v_4_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Hepatobiliary disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.592
GSE205630_0_v_1_gmds_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE191021_1_v_0_nono_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE211983_0_v_3_nicotine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE142210_9_v_10_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE152441,GSE152442_1_v_5_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
DC-51-WE27_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.431537
GSE180200,GSE180201_3_v_11_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE100863,GSE100864_3_v_0_tet2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE160817_7_v_9_slamf6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE175571_3_v_2_acsl6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
UC-58-DM11_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.354727
Ibrutinib1	DeepCoverMOA Drug Mechanisms of Action	-1.0	-1.1
GSE138938_1_v_3_foxp2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Sjogren-Larsson syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.094
GSE148066,GSE157787_11_v_7_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE102505_6_v_3_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
