association	dataset	threshold value	standardized value
Hepatobiliary disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.119
IKBKG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70684
A-Vietnam-1203_CIP048_RG3-2004(H5N1)_7Hour_None_GSE43203	GEO Signatures of Differentially Expressed Genes for Viral Infections	-1.0	-1.38887
regulation of protein metabolic process	GO Biological Process Annotations 2015	1.0	null
REST	ChEA Transcription Factor Targets	1.0	null
PIP4K2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.555
MEL270	DepMap CRISPR Gene Dependency	1.0	8.33191
Brain disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.041
SCARF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13478
primary motor cortex (area M1, area 4)_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.31329
Varicose veins	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.321
directly	GeneRIF Biological Term Annotations	1.0	null
Stomach disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.058
Pheochromocytoma and Paraganglioma_PCPG_TCGA-RW-A68A-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SNU-81	COSMIC Cell Line Gene Mutation Profiles	1.0	null
IGR-37	COSMIC Cell Line Gene Mutation Profiles	1.0	null
IST-SL2	COSMIC Cell Line Gene Mutation Profiles	1.0	null
primary metabolic process	GO Biological Process Annotations 2015	1.0	null
Kidney renal papillary cell carcinoma_KIRP_TCGA-A4-7915-01A-11R-2204-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
H3K9me3_erythroblast_mm9_1	ENCODE Histone Modification Site Profiles	1.0	null
cerebellum_12 pcw_F_12960	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.04157
DNAJC13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20519
HAND2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39704
ZFYVE26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.452
LOX-IMVI	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.11242
anterior (rostral) cingulate (medial prefrontal) cortex_3 yrs_M_12980	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.56193
Intestinal cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.13
posterior (caudal) superior temporal cortex (area 22c)_8 yrs_M_12841	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.947339
RGS14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.97119
Lung adenocarcinoma_LUAD_TCGA-O1-A52J-01A-11R-A262-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PCNX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41109
POLR2A_testis_mm9_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
semen	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	1.29265
Kidney renal clear cell carcinoma_KIRC_TCGA-G6-A5PC-01A-11R-A33J-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
ZNF519	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92837
HSFY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17109
IZ in dorsolateral prefrontal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.94305
Hypogonadotropic hypogonadism	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.108
NUP58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07763
PIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40797
Brain Lower Grade Glioma_LGG_TCGA-FG-5965-01B-11R-1896-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
DMRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83248
NCIH28	CCLE Cell Line Gene CNV Profiles	1.0	1.60249
496100562_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.88806
FAM110A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85716
orbital frontal cortex_16 pcw_M_12837	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.982452
ventrolateral prefrontal cortex_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.987166
macromolecule metabolic process	GO Biological Process Annotations 2015	1.0	null
EZH2_T-cell acute lymphoblastic leukemia_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
TMTC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07501
RPS4Y1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40822
cell	COMPARTMENTS Curated Protein Localization Evidence Scores	1.0	0.663342
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.0006
GSE200673,GSE200691_1_v_4_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ATP6V0C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24896
Pelvic varices	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.508
HLCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92098
ES-E14 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.596
SPIN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91915
increase	GeneRIF Biological Term Annotations	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-UF-A719-01A-12R-A34R-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
COQ10B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01904
RARRES2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8231
Perturb_13274_KO_Zbtb24_SRP198760	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-18.0757
BRK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08346
DBH_KO_GDS4324_362_mouse_Embryonic heart  E10.5	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
mouth	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.061693
SOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13963
GlobusPallidus	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	0.913645
WDHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74242
mucosa	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.070723
CDK6	Pathway Commons Protein-Protein Interactions	1.0	null
RIT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64541
SAP18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6787
JHOS-3	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Respiratory system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.32
GNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93607
Nucleoplasm	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
SZ in posterior parahippocampal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.964159
Pheochromocytoma and Paraganglioma_PCPG_TCGA-QT-A5XO-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
ZIM3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	67.4741
Obstructive Azoospermia	DisGeNET Gene-Disease Associations	1.0	null
dorsorostral division of MFC (area 32)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.995942
epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.054031
GSE261563_5_v_1_atrx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
inferolateral temporal cortex (area TEv, area 20)_16 pcw_M_12879	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.867832
TEX45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14495
ESS1	CCLE Cell Line Gene Expression Profiles	-1.0	-1.56262
Hematologic cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.093
SUM52PE	DepMap CRISPR Gene Dependency	1.0	4.05838
primary motor cortex (area M1, area 4)_16 pcw_M_12837	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.36736
Cauda epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.011
Pancreatic adenocarcinoma_PAAD_TCGA-LB-A7SX-01A-11R-A33R-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
ZNF550	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28461
RHEBL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35035
KIAA0232	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90482
RCOR1	ChEA Transcription Factor Targets	1.0	null
GSE199255,GSE199356_6_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOXH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.3954
organelle	COMPARTMENTS Curated Protein Localization Evidence Scores	1.0	0.663342
MTMR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79309
mammarygland.lact.	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	1.0	1.46785
FOXP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.27859
MX-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.04977
Lung non-small cell carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.191
MRPS14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06378
Disease of cellular proliferation	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.7
HS940T	CCLE Cell Line Gene Expression Profiles	-1.0	-1.69823
REST-19997604-NEURONS-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
CCNYL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61697
OVMIU	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Pheochromocytoma and Paraganglioma_PCPG_TCGA-P7-A5NY-05A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	1.43069
DLC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86544
CNNM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19852
Breast Cancer_Mammary Gland Tissue_GSE3744	GEO Signatures of Differentially Expressed Genes for Diseases	1.0	2.34388
Lung adenocarcinoma_LUAD_TCGA-55-7573-01A-11R-2039-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CHRD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84434
POU2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.0452
inferolateral temporal cortex (area TEv, area 20)_24 pcw_M_12288	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.58782
CCT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42327
CTCF_T-cell acute lymphoblastic leukemia_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
cell cycle G1/S phase transition	GO Biological Process Annotations 2023	1.0	null
TEN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49707
reproduction	GAD High Level Gene-Disease Associations	1.0	0.305726
TBPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94226
SP110	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.37212
decreased locomotor activity	IMPC Knockout Mouse Phenotypes	1.0	null
TIMP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45018
PDIA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4079
ZNF354A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	71.0544
KLK10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77914
SNU81	DepMap CRISPR Gene Dependency	1.0	5.15453
hippocampus (hippocampal formation)_4 mos_M_12296	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.911878
Brain Lower Grade Glioma_LGG_TCGA-HT-7689-01A-11R-2256-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
azoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	1.5876
infection	GAD High Level Gene-Disease Associations	1.0	0.293278
Brain Lower Grade Glioma_LGG_TCGA-HT-7609-01A-11R-2090-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
FLNA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77218
ADPRH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63399
PITX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.4088
organic substance catabolic process	GO Biological Process Annotations 2015	1.0	null
ANAPC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78599
USP45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59588
Prostate adenocarcinoma_PRAD_TCGA-VN-A88L-01A-11R-A352-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
FOSL2::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.1754
FOSL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.037
TLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65833
FAM50A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84378
intracellular organelle	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.043378
Hernia, Inguinal	HuGE Navigator Gene-Phenotype Associations	1.0	null
JUN-21703547-K562-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
HYOU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76707
SYT12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97421
H3C14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50218
AR	Pathway Commons Protein-Protein Interactions	1.0	null
PKBalpha_KO_GDS1784_194_mouse_Embryonic fibroblasts (MEFs) - 2h	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
Proteasome accessory complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.179
USPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86245
RAB21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83252
PFKFB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61427
protein catabolic process	GO Biological Process Annotations 2015	1.0	null
FOXO1::ELK3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.3183
ZNF558	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	166.29
Infertility, Male	HuGE Navigator Gene-Phenotype Associations	1.0	null
Colorectal cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.133
HCC1937	DepMap CRISPR Gene Dependency	1.0	2.8229
orbital frontal cortex_21 pcw_F_12365	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.49009
HSPA8	Pathway Commons Protein-Protein Interactions	1.0	null
ZC3H12D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61274
Site of DNA damage	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.275
cysteine-type peptidase activity	GO Molecular Function Annotations 2025	1.0	null
GSE139455_2_v_5_stat3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Adenocarcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.102
DAZAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89667
Central nervous system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.3
piP-body	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.703
thyroid	GTEx Tissue Gene Expression Profiles	1.0	1.04797
CSKMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52496
HTT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03549
PATZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60777
Prostate cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.503
DUSP22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79056
suggested	GeneRIF Biological Term Annotations	1.0	null
Azoospermia	HuGE Navigator Gene-Phenotype Associations	1.0	null
LRIG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84844
FOXJ2::ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.0145
regulation of protein catabolic process	GO Biological Process Annotations 2015	1.0	null
496100381_HIP_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.15569
928 MEL	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.838416
LARGE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92441
Site of double-strand break	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.304
cellular metabolic process	GO Biological Process Annotations 2015	1.0	null
PMC8528285-pbio.3001085.s010.xlsx-Fig_S7B-GENE_LIST_UPLOADED_TO_ENRICHR_MAX_WT_TESTES_874_GENES_MAX	Rummagene Transcription Factor Associations 2026	1.0	null
SUIT2	DepMap CRISPR Gene Dependency	1.0	2.07018
IRF7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.9911
RCOR1-19997604-NEURONS-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
TLNRD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28686
ATXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87128
ZMYND11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36324
MICAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76119
AR-20517297-VCAP-HUMAN	ChEA Transcription Factor Binding Site Profiles	1.0	null
Interstitial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.452
SEC61A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63642
ZC3H4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50421
GATA3	JASPAR Predicted Transcription Factor Targets	1.0	null
OTUD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14525
Darinaparsin_NCI-H661	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.013188
NCIH661	CCLE Cell Line Gene Expression Profiles	1.0	1.77623
ERF::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.7269
mRNA_GATA3_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	-1.0	null
regulation of proteasomal protein catabolic process	GO Biological Process Annotations 2015	1.0	null
Liver hepatocellular carcinoma_LIHC_TCGA-4R-AA8I-01A-11R-A38B-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
contributing	GeneRIF Biological Term Annotations	1.0	null
Perturb_4983_Mut_Tet2_SRP111192	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-1.3741
Cul3-RING ubiquitin ligase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.004
GSE153757,GSE153758_1_v_3_ftsj1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ISYNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53232
METTL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.162
LOVO	COSMIC Cell Line Gene Mutation Profiles	1.0	null
HCC95	CCLE Cell Line Gene Expression Profiles	1.0	1.47601
F36P	CCLE Cell Line Gene Expression Profiles	1.0	1.66308
LNCaP-AI cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.719
Disorder of sexual development	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.335
metabolic	GAD High Level Gene-Disease Associations	1.0	0.293278
Mesothelioma_MESO_TCGA-LK-A4O5-01A-11R-A34F-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Liver hepatocellular carcinoma_LIHC_TCGA-CC-A7IK-01A-12R-A33R-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Syndrome	HuGE Navigator Gene-Phenotype Associations	1.0	null
foci	GeneRIF Biological Term Annotations	1.0	null
Neuro D	MotifMap Predicted Transcription Factor Targets	1.0	null
BATF::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1473
DLGAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16319
NCI-H1944	COSMIC Cell Line Gene Mutation Profiles	1.0	null
IZ in posteroinferior (ventral) parietal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.23454
cysteine-type deubiquitinase activity	GO Molecular Function Annotations 2025	1.0	null
PCNA	Pathway Commons Protein-Protein Interactions	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-DU-A76R-01A-11R-A32Q-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Squamous cell carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.132
HOXC13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5526
ATP5F1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88918
SGSM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65701
JHOS4	CCLE Cell Line Gene CNV Profiles	-1.0	-1.51875
Liver	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-1.14445
Seminiferous tubule	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.833
RBFOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79902
HSC-3	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GCT	CCLE Cell Line Gene Expression Profiles	1.0	2.65491
ACTG1	Pathway Commons Protein-Protein Interactions	1.0	null
abnormal seminiferous tubule morphology	MGI Mouse Phenotype Associations 2023	1.0	null
GSE149124,GSE149128_3_v_0_cdk7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SNU626	DepMap CRISPR Gene Dependency	1.0	2.65612
APP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63123
HT1080	CCLE Cell Line Gene Expression Profiles	1.0	3.40792
REST-19997604-NEURONS-MOUSE	ChEA Transcription Factor Binding Site Profiles	1.0	null
Autosomal recessive disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.02
C20orf96	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51809
MYCL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95495
Lung adenocarcinoma_LUAD_TCGA-97-7937-01A-11R-2170-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CP in caudal hippocampus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.06917
GSE153443_1_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
IRF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.9973
SLC35A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08087
LNCaP-C4-2 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.611
SPI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12206
ARMC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20539
SOX13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.143
PR-DUB complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.175
CLPTM1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30391
G1/S transition of mitotic cell cycle	GO Biological Process Annotations 2023	1.0	null
MOCS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66678
Sarcoma_SARC_TCGA-DX-A1L2-01A-22R-A24X-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE154246_2_v_3_haspin_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Outer dense fiber	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.588
CHST3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51241
NAPRT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67408
PDX1	JASPAR Predicted Transcription Factor Targets	1.0	null
Perturb_13259_KO_Pcgf5_SRP115638	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
EFO21	CCLE Cell Line Gene CNV Profiles	1.0	1.54727
GSE120413,GSE120447_3_v_2_bap1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9574515-mmc2.xls-THP1_60_min_GM-CSF-Target_Gene_Symbol_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
Azoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.619
striatum_40 yrs_F_12304	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.41547
PHGDH_KO_GDS2874_125_mouse_embryonic head tissue	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
MG-63	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.11242
MS751	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	2.02465
Dorsal claustrum	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.890192
CDKN2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18954
KE39	CCLE Cell Line Gene CNV Profiles	1.0	1.54352
fertility	GeneRIF Biological Term Annotations	1.0	null
Infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.237
layer III of area 35c	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.99201
EZH2_myotube_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
idiopathic	GeneRIF Biological Term Annotations	1.0	null
DTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94929
nucleotide	GeneRIF Biological Term Annotations	1.0	null
c2c12	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	-1.0	-0.841834
GSE199255,GSE199356_4_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
UBE2L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41699
impaired	GeneRIF Biological Term Annotations	1.0	null
SNU-1040	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Perturb_5204_KO_Rara/Rarb/Rarg_SRP136599	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
RAB7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52072
DHRS13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5505
SW 403	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.56115
UBE2L3	Pathway Commons Protein-Protein Interactions	1.0	null
Neoplasm Metastasis	DisGeNET Gene-Phenotype Associations	1.0	null
Scrotum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.799
dorsolateral prefrontal cortex_13 pcw_M_12888	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.875004
Syndromic intellectual disability	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.038
HCC1599	CCLE Cell Line Gene CNV Profiles	1.0	2.35498
ARTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01491
individuals	GeneRIF Biological Term Annotations	1.0	null
PLCG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06236
BBS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17851
RET_mutant_23_GDS3319	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	-1.0	-1.57833
SHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22173
WM35	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRCA1-A complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.058
Perturb_13258_KO_Pcgf3/Pcgf5_SRP115638	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-13.1587
cellular_component	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.040212
posterior (caudal) superior temporal cortex (area 22c)_21 yrs_F_13057	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.58782
RAB9A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69167
KCNN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71003
FLI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42195
JHH2	CCLE Cell Line Gene Expression Profiles	-1.0	-1.82994
MFSD13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10154
NR3C1	JASPAR Predicted Transcription Factor Targets	1.0	null
catabolic process	GO Biological Process Annotations 2015	1.0	null
CLIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00898
Head and Neck squamous cell carcinoma_HNSC_TCGA-CQ-7072-01A-21R-A30B-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
KEAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08859
LB996-RCC	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Esophageal Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
Genetic Predisposition to Disease	HuGE Navigator Gene-Phenotype Associations	1.0	null
protein modification process	GO Biological Process Annotations 2015	1.0	null
UBE2F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62849
ZBTB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26647
NKX6-2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.3031
Bladder Urothelial Carcinoma_BLCA_TCGA-BT-A20X-01A-11R-A16R-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PROX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56769
Lung adenocarcinoma_LUAD_TCGA-67-3772-01A-01R-0946-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
DHDDS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83184
Homomeric SMAD protein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.842
PMC7244323-elife-55325-supp3.xlsx-Noordermeer_TP53-KO-Gene_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
GSE241701_1_v_0_daxx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Lung carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.195
H3K27me3_cardiac mesoderm_hg19_4	ENCODE Transcription Factor Binding Site Profiles	1.0	null
cuneate nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-2.00212
Warburg micro syndrome 1	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.111
Oligoasthenoteratozoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.309
ARPIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95741
ETFBKMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87905
changes	GeneRIF Biological Term Annotations	1.0	null
Liver carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.1
EFNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45684
H3K27me3_T-cell acute lymphoblastic leukemia_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
cellular catabolic process	GO Biological Process Annotations 2015	1.0	null
Female accessory gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.514
negative	GeneRIF Biological Term Annotations	1.0	null
Plasma membrane bounded cell projection	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
Bladder Urothelial Carcinoma_BLCA_TCGA-FD-A62S-01A-11R-A30C-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
acquired immunodeficiency syndrome	DISEASES Experimental Gene-Disease Association Evidence Scores	1.0	0.368757
SMC3_MEL cell line_mm9_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
NY	COSMIC Cell Line Gene Mutation Profiles	1.0	null
HEATR5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01131
SKMES1	CCLE Cell Line Gene CNV Profiles	-1.0	-1.42331
MEIOC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52313
SPATA13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70325
Sarcoma_SARC_TCGA-SI-A71Q-01A-12R-A33J-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
LNZTA3WT4	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Gonad	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.036
SHG-44 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.661
amygdaloid complex_15 yrs_M_12299	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.887446
JMSU1	CCLE Cell Line Gene CNV Profiles	1.0	1.40028
GSE174383_2_v_7_ly6d_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SK-OV-3	COSMIC Cell Line Gene Mutation Profiles	1.0	null
RSF complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.527
Cell type cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.543
PMC9574515-mmc2.xls-THP1_0_min_GM-CSF-Target_Gene_Symbol_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
TSPAN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21391
GSE120413,GSE120447_4_v_5_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HOXC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5436
EFM-192A	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.36956
PAX6-23342162-BETA-FORBRAIN-LENS-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
DMS454	CCLE Cell Line Gene CNV Profiles	-1.0	-2.19884
GSE174383_2_v_0_ly6d_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
within	GeneRIF Biological Term Annotations	1.0	null
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-IR-A3LA-01A-11R-A22U-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
JUN-21703547-K562-HUMAN	ChEA Transcription Factor Binding Site Profiles	1.0	null
RAD21_MEL cell line_mm9_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
negative regulation of proteasomal ubiquitin-dependent protein catabolic process	GO Biological Process Annotations 2025	1.0	null
biological_process	GO Biological Process Annotations 2015	1.0	null
H3K9me3_megakaryocyte_mm9_2	ENCODE Histone Modification Site Profiles	1.0	null
SP in rostral midinferior temporal cortex (area 36)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.992201
ABRAXAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65552
primary visual cortex (striate cortex, area V1/17)_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.846227
GSE168807_0_v_8_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SG in midlateral extrastriate cortex (area 19)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.969493
Kidney renal clear cell carcinoma_KIRC_TCGA-BP-4987-01A-01R-1334-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BCL11A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.9879
GSE139911_0_v_4_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RH30	CCLE Cell Line Gene CNV Profiles	-1.0	-1.34803
SH3GLB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69872
GATA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54697
TAF1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24694
central nuclear group	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.931409
testis	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
ADAMTSL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8055
BICR16	CCLE Cell Line Gene CNV Profiles	-1.0	-1.60888
Pheochromocytoma and Paraganglioma_PCPG_TCGA-WB-A81G-01A-11R-A35L-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BARX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.1254
ARL10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76725
Kidney renal clear cell carcinoma_KIRC_TCGA-B0-4691-01A-01R-1277-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
non-membrane-bounded organelle	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.04907
PMC11399095-44161_2024_532_MOESM14_ESM.xlsx-Sheet1-Supplementary_Table_13_DEG_in_the_AA_borderzone_in_AF_vs_SR_patients_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
EPHX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14487
MAGOH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85112
vomeralnasalorgan.VMO.	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	-1.0	-1.22654
Sertoli Cell-Only Syndrome	CTD Gene-Disease Associations	1.0	2.88009
DBT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73106
GSE178714_1_v_2_smad2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HCC70	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	1.1761
PPARGC1B_Hypomorphic Mutation_GDS2515_695_mouse_Skeletal muscle - (quadriceps muscles)	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
hydrolase activity	GO Molecular Function Annotations 2015	1.0	null
GNAO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49127
female reproductive gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.833642
ESR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74069
difference	GeneRIF Biological Term Annotations	1.0	null
Aggresome	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.95
Manchette	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.906
GAS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99003
H3K4me3_ES-E14_mm9_2	ENCODE Histone Modification Site Profiles	1.0	null
Prostate adenocarcinoma_PRAD_TCGA-G9-6347-01A-11R-A31N-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Chromosomal disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.068
H2AFZ_T-cell acute lymphoblastic leukemia_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
MTR	Pathway Commons Protein-Protein Interactions	1.0	null
SW156	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-AS-3777-01A-01R-0864-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
ARL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33745
ATG9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60037
primary spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.690042
GOLT1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59797
Glioblastoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.315
EZH2_keratinocyte_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
PKNOX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7758
9+2 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.005
ERBB2_knockdown_233_GSE8373	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	1.0	1.97588
Head and Neck squamous cell carcinoma_HNSC_TCGA-UF-A7JD-01A-11R-A34R-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-EX-A449-01A-11R-A32Y-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
ventricular (matrix) zone of pons	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.75287
496100285_TCx_probable Alzheimer's disease_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.49954
origin	GeneRIF Biological Term Annotations	1.0	null
dorsolateral prefrontal cortex_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.20907
polymorphisms	GeneRIF Biological Term Annotations	1.0	null
GSE199255,GSE199356_4_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NKX6-1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.5846
Micropyle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.76
laterodorsal subdivision of area 8	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.60112
BRCA1-C complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.652
SG in primary visual cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.99201
increased circulating triglyceride level	IMPC Knockout Mouse Phenotypes	1.0	null
MDAMB453	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	0.690912
H2AFZ	ENCODE Transcription Factor Targets	1.0	null
MZ7-MEL	COSMIC Cell Line Gene Mutation Profiles	1.0	null
germ cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.393442
RSBN1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47025
Hepatobiliary system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.189
regulation of biological process	GO Biological Process Annotations 2015	1.0	null
NECTIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06477
GPRIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70503
ZNF808	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06233
C11orf71	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18014
HSPA4	Pathway Commons Protein-Protein Interactions	1.0	null
BPNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47671
Brain Lower Grade Glioma_LGG_TCGA-DB-A75O-01A-11R-A32Q-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
RHOQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69551
Monogenic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.392
ZNF135	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89956
CERS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23896
GSE205163,GSE205164_5_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
C8orf76	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32861
HCC38	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.25368
non-syndromic X-linked intellectual disability 99	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.313
SAP30_K562_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
GSE220914_1_v_0_zdhhc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NAGPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1724
INPP5E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06443
GSE126621,GSE126920_1_v_0_dppa4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SLC22A17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64929
PMC7910580-41467_2021_21715_MOESM3_ESM.xlsx-DUBs_screen-Supplementary_Data_1_Results_of_DUB_shRNA_screen_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
oligozoospermia	GeneRIF Biological Term Annotations	1.0	null
ANOS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0751
HET-1A cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.178
PHC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51546
U-373MG cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.543
YPEL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92099
CELF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35214
protein deubiquitination	GO Biological Process Annotations 2015	1.0	null
Azoospermia	DisGeNET Gene-Disease Associations	1.0	null
MZ in rostral midinferior temporal cortex (area 36)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	2.4151
TE-12	COSMIC Cell Line Gene Mutation Profiles	1.0	null
EMILIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54335
TRPM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55749
testicular	GeneRIF Biological Term Annotations	1.0	null
TCF7L2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.5322
GSE199255,GSE199356_3_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
F2R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01995
GSE240258_0_v_1_prmt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DUSP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95905
south	GeneRIF Biological Term Annotations	1.0	null
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-Unnamed_47_AR	Rummagene Transcription Factor Associations 2026	1.0	null
showed	GeneRIF Biological Term Annotations	1.0	null
CSGALNACT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25121
NCI-H1435	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.05896
Prostate disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.5
caudal subdivision of medial nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.14843
Prostate adenocarcinoma_PRAD_TCGA-VP-A87K-01A-11R-A352-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
OE19	CCLE Cell Line Gene Expression Profiles	1.0	1.83669
H3K4me3_testis_mm9_1	ENCODE Histone Modification Site Profiles	1.0	null
624 MEL	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.59161
TUBA1C	Pathway Commons Protein-Protein Interactions	1.0	null
PCDHB13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76513
TGF-beta_OE_GDS2974_137_mouse_corneas	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
RANGRF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2551
GSE101336_1_v_2_decitabine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
DOC2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81097
H3K27me3_CD14-positive monocyte_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
X-linked monogenic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.144
male reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
FOXD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	96.5303
MAFA	MotifMap Predicted Transcription Factor Targets	1.0	null
Lung adenocarcinoma_LUAD_TCGA-69-A59K-01A-11R-A262-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Male pronucleus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.506
SAP30	ENCODE Transcription Factor Targets	1.0	null
primary visual cortex (striate cortex, area V1/17)_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.872231
BATF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.4434
CMLT1	DepMap CRISPR Gene Dependency	1.0	3.62948
TYK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89744
SK-MEL-28	COSMIC Cell Line Gene Mutation Profiles	1.0	null
reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
GSE74251_2_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
KU812	COSMIC Cell Line Gene Mutation Profiles	1.0	null
SOX2_Deficiency_GDS4853_321_human_AZ-521 gastric cancer (GC) cell line - 18 Hours	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
SOX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33137
SUM44PE	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-0.634487
EB1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.96124
regulation of proteasomal ubiquitin-dependent protein catabolic process	GO Biological Process Annotations 2025	1.0	null
inner CP in dorsomedial parietal cortex (area 7m)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.05175
viral infectious disease	DISEASES Experimental Gene-Disease Association Evidence Scores	1.0	0.368757
PK-8	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.48896
SNU601	CCLE Cell Line Gene CNV Profiles	1.0	1.4487
small intestine	GTEx Tissue Gene Expression Profiles	-1.0	-1.17497
CNST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98051
RHJT	DepMap CRISPR Gene Dependency	1.0	3.67762
COL18A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27437
NBT-II cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.937
Pheochromocytoma and Paraganglioma_PCPG_TCGA-WB-A81F-01A-11R-A35L-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
MFSD14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41678
AR-20517297-VCAP-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Hypogonadism	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.354
HS611T	CCLE Cell Line Gene Expression Profiles	-1.0	-1.94314
CMK115	DepMap CRISPR Gene Dependency	1.0	2.1095
MDAMB361	CCLE Cell Line Gene CNV Profiles	-1.0	-1.70548
protein modification by small protein conjugation or removal	GO Biological Process Annotations 2015	1.0	null
GSE173911,GSE173917_0_v_1_morc3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.703
NCI-SNU-5	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Sperm flagellum	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.104
urogenital system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.769855
SP in midlateral extrastriate cortex (area 19)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.881389
Lung adenocarcinoma_LUAD_TCGA-97-7546-01A-11R-2039-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-DH-5143-01A-01R-1470-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
decreased male germ cell number	MGI Mouse Phenotype Associations 2023	1.0	null
macromolecule modification	GO Biological Process Annotations 2015	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	3.12826
CANT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66341
Bladder Urothelial Carcinoma_BLCA_TCGA-DK-A3X1-01A-12R-A22U-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CYB561	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84918
laterorostral part of entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.33826
hippocampus (hippocampal formation)_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.909824
internal male genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
haplotype	GeneRIF Biological Term Annotations	1.0	null
SLC39A9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71676
TRMT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2267
ADRB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63127
GSE180185_7_v_1_setbp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
WDR74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51042
NIPSNAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96275
anterior nucleus of pulvinar	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.85111
three	GeneRIF Biological Term Annotations	1.0	null
Pancreatic adenocarcinoma_PAAD_TCGA-IB-AAUN-01A-12R-A38C-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE144115_4_v_3_stag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PCF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41587
estradiol_mus musculus_gpl4134_gse23241	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE79663_2_v_0_tcf4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SOCS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38532
PALD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26339
primary auditory cortex (core)_4 mos_M_12296	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.12449
NCIH2444	CCLE Cell Line Gene Expression Profiles	-1.0	-1.88907
ARF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82131
DK-MG	COSMIC Cell Line Gene Mutation Profiles	1.0	null
NIPSNAP3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85007
east	GeneRIF Biological Term Annotations	1.0	null
CTCF_pancreas_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
DNASE1L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56096
inferolateral temporal cortex (area TEv, area 20)_21 yrs_F_13057	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.11197
Disease Susceptibility	HuGE Navigator Gene-Phenotype Associations	1.0	null
CTSB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67338
inferolateral temporal cortex (area TEv, area 20)_13 pcw_M_12820	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	2.94445
PRDM14-21183938-MESC-MOUSE	ChEA Transcription Factor Binding Site Profiles	1.0	null
Hereditary ataxia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.52
PTPN13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98953
subnuclear	GeneRIF Biological Term Annotations	1.0	null
ZSCAN25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17473
EEF2	Pathway Commons Protein-Protein Interactions	1.0	null
USHBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78411
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-version_2_4_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Perturb_5145_KO_H3f3a/H3f3b_ERP109384	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-2.66777
PRDM10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39232
RMUG-S	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.05896
Lymphoma_burkitts(Raji)	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-1.75877
cellular protein modification process	GO Biological Process Annotations 2015	1.0	null
Mitochondrial derivative	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.529
MAP3K4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49255
hippocampus (hippocampal formation)_16 pcw_M_12879	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.856958
HLA-E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57875
KMM-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.06109
GSE224969,GSE224971_0_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
E2F4	ENCODE Transcription Factor Targets	1.0	null
Adult Glioblastoma	DisGeNET Gene-Disease Associations	1.0	null
Endocrine gland cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.221
Lung adenocarcinoma_LUAD_TCGA-50-5931-01A-11R-1755-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
MAST3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37231
Brain Lower Grade Glioma_LGG_TCGA-TQ-A7RH-01A-12R-A34F-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Subfertility, Male	DisGeNET Gene-Phenotype Associations	1.0	null
Nervous system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.296
mRNA_ESX1_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	-1.0	null
NB17	DepMap CRISPR Gene Dependency	1.0	6.24225
dexamethasone_homo sapiens_gpl4133_gse42619	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
pyramidal cells of rostral CA4	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.34857
POU4F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.2257
253JBV	CCLE Cell Line Gene Expression Profiles	1.0	1.35325
Head and Neck squamous cell carcinoma_HNSC_TCGA-CV-7245-01A-11R-2016-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
TRPM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84564
HMBOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25883
Perturb_17329_KO_Dis3l2_SRP288575	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-1.30925
GSE68156_3_v_5_dextran_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
FKBP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57176
regulation of cellular process	GO Biological Process Annotations 2015	1.0	null
JUN	ChEA Transcription Factor Targets	1.0	null
related	GeneRIF Biological Term Annotations	1.0	null
organism form	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.05645
outer CP in caudal perirhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	2.14516
tissues, cell types and enzyme sources	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.485156
CD33+_Myeloid	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-0.995987
DNAJC2-21179169-NT2-HUMAN	ChEA Transcription Factor Binding Site Profiles	1.0	null
IRF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1051
HECTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94301
SG in dorsolateral prefrontal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.06127
HCC1428	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.10363
THOC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73556
cell part	GO Cellular Component Annotations 2015	1.0	null
Sperm flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.253
FOXD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.9928
CDC37L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68259
HT115	CCLE Cell Line Gene Expression Profiles	-1.0	-2.41503
UIMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63409
motility	GeneRIF Biological Term Annotations	1.0	null
Kidney Chromophobe_KICH_TCGA-KL-8334-01A-11R-2315-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BARHL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.3028
ZNF284	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96833
cell part	COMPARTMENTS Curated Protein Localization Evidence Scores	1.0	0.663342
HCC1419	COSMIC Cell Line Gene Mutation Profiles	1.0	null
RCOR1-19997604-NEURONS-MOUSE	ChEA Transcription Factor Binding Site Profiles	1.0	null
posterior (caudal) superior temporal cortex (area 22c)_25 pcw_F_12948	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.871362
T3M10	CCLE Cell Line Gene CNV Profiles	1.0	1.48496
JHH-7	COSMIC Cell Line Gene Mutation Profiles	1.0	null
E2F4_MCF 10A_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
proteasomal protein catabolic process	GO Biological Process Annotations 2015	1.0	null
buccal mucosa	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.555671
HDHD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1754
paravermis of cerebellum	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.19097
SYDE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21008
Malignant Neoplasm	DisGeNET Gene-Disease Associations	1.0	null
mRNA_DLX3_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
HM13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86811
ZFPM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22927
Breast disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.427
LMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.65476
inner CP in primary auditory cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.944363
regulation of cellular catabolic process	GO Biological Process Annotations 2015	1.0	null
POU2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.9464
AGO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.046
INKA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84452
DPY30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46259
VZ in hypothalamic portion	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.17767
cysteine-type peptidase activity	GO Molecular Function Annotations 2023	1.0	null
LEMD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94175
Pheochromocytoma and Paraganglioma_PCPG_TCGA-P8-A6RY-01A-12R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
head	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.052008
CSTB_KO_GSE47516_678_mouse_mouse cerebellum at P30	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
MTMR11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73603
TTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35869
MDAMB468	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	0.745388
PMC7862630__F3	PFOCR Pathway Figure Associations 2024	1.0	null
GPR62	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22346
NCI-H2110	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-S9-A7R3-01A-11R-A34R-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
RUNX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9185
MEF2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	66.01
K029AX	CCLE Cell Line Gene Expression Profiles	-1.0	-2.02928
amygdaloid complex_40 yrs_F_12304	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.12449
Lung disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.279
JUN::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.0526
TMEM165	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52885
female reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
H3K27ac_ES-E14_mm9_1	ENCODE Histone Modification Site Profiles	1.0	null
EJM	CCLE Cell Line Gene Expression Profiles	1.0	2.40871
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	2.50387
ERRFI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33874
NCIH1781	CCLE Cell Line Gene CNV Profiles	1.0	1.58892
Varicocele	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.639
AICDA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88468
spermatogenic	GeneRIF Biological Term Annotations	1.0	null
blood	GTEx Tissue Gene Expression Profiles	1.0	1.0968
Pheochromocytoma and Paraganglioma_PCPG_TCGA-SP-A6QD-01A-12R-A35L-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GJA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32838
MDAMB436	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-1.16041
primary somatosensory cortex (area S1, areas 3,1,2)_2 yrs_F_12979	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.876073
PMC3944256-cddis201440x1.xls-Primary_Screen_Results-Supplementary_Table_1_Synthetic-Lethal_siRNA_DUB_Screen_for_Mcl1_antagonists_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
caudal division of IPC (area 39)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.37433
JUNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29946
posterior (caudal) superior temporal cortex (area 22c)_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.00839
Gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
protein modification by small protein removal	GO Biological Process Annotations 2015	1.0	null
Warburg micro syndrome 4	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.053
Oligospermia	HuGE Navigator Gene-Phenotype Associations	1.0	null
PMC9574515-mmc1.xls-THP1_0_min_GM-CSF-Target_Gene_Symbol_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
STRN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57663
HT-55	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.976996
azoospermia; infertility, male; oligospermia	GAD Gene-Disease Associations	1.0	null
HIV Infections	HuGE Navigator Gene-Phenotype Associations	1.0	null
Prostate adenocarcinoma_PRAD_TCGA-XQ-A8TA-01A-11R-A36G-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
KRCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63851
NCC021	COSMIC Cell Line Gene Mutation Profiles	1.0	null
PMC8528285-pbio.3001085.s010.xlsx-Fig_7E-MAX_WT_TESTES_MAX	Rummagene Transcription Factor Associations 2026	1.0	null
Peptidase C19, ubiquitin carboxyl-terminal hydrolase	InterPro Predicted Protein Domain Annotations	1.0	null
OVCAR-4	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.82519
VP229	DepMap CRISPR Gene Dependency	1.0	2.74958
GSE238018_3_v_4_mxra8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
pi-body	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.503
RAB3D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.43274
PRC1 complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.412
OSBPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68622
mRNA_SOX9_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	-1.0	null
HCC1500	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-1.71417
interpeduncular nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-2.11822
GNAI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21415
posterior (caudal) superior temporal cortex (area 22c)_37 yrs_M_12303	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.99085
Disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.916
common	GeneRIF Biological Term Annotations	1.0	null
NANOG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10087
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	2.60274
urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
rostral subdivision of paraventricular nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.03901
TBX15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91655
NCI-H1651	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.896031
ENGASE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46454
Liver cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.206
severe	GeneRIF Biological Term Annotations	1.0	null
FASTKD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76406
SPARC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48658
SKNAS	CCLE Cell Line Gene Expression Profiles	1.0	1.47255
populations	GeneRIF Biological Term Annotations	1.0	null
gonad	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
ATAD2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.4181
YDJC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2559
CHSA0108	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Vas deferens	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.259
HNRNPK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33537
FAM20B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84517
pineal body	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.32773
Perturb_16611_KO_Np95_SRP311865	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
NKX3-2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25469
HMGB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59602
Male Infertility	DisGeNET Gene-Phenotype Associations	1.0	null
NME1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54041
hernia, inguinal; infertility, male	GAD Gene-Disease Associations	1.0	null
ZNF787	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.24547
DGUOK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57627
significant	GeneRIF Biological Term Annotations	1.0	null
SNX21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8629
PHF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69601
KBM-5 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.802
496100502_TCx_dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.64828
dorsal subdivision of VLC	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.65019
affect	GeneRIF Biological Term Annotations	1.0	null
NCKAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13261
CLDND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9804
TCEAL7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51415
HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.8472
DNAJC2	ChEA Transcription Factor Targets	1.0	null
ZNF354C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.8125
MRPL13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26721
Cell projection	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
MDA-MB-436	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.16188
NR2F2_01_07	KnockTF Gene Expression Profiles with Transcription Factor Perturbations	-1.0	-0.59413
HCC1806	CCLE Cell Line Gene CNV Profiles	1.0	3.2803
CEBPA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.3806
striatum_13 yrs_F_12831	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.42127
Lung adenocarcinoma_LUAD_TCGA-91-6840-01A-11R-1949-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SQ1	CCLE Cell Line Gene CNV Profiles	1.0	1.35991
DMS153	CCLE Cell Line Gene CNV Profiles	1.0	1.3338
SNRPB	Pathway Commons Protein-Protein Interactions	1.0	null
TMEM216	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66677
DDA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16364
B4GALT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74072
KARPAS-1106P	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.82684
HS-683 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.601
Fanconi anaemia nuclear complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.555
SCML4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56068
Liver disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.122
TRIM35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32561
CD200	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55404
endocrine gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.500398
9+2 motile cilium	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
FOXO1::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.0071
SARS-CoV MA15_Day2-PFU-10^3_None_GSE33266	GEO Signatures of Differentially Expressed Genes for Viral Infections	1.0	1.94643
496100330_PCx_possible Alzheimer's disease_no TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.01661
ICAM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30406
CLDN15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20488
Kidney Chromophobe_KICH_TCGA-KO-8408-01A-11R-2315-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE233679_14_v_10_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
cell cycle G1/S phase transition	GO Biological Process Annotations 2025	1.0	null
LRP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07486
sperm	GeneRIF Biological Term Annotations	1.0	null
SOX5	JASPAR Predicted Transcription Factor Targets	1.0	null
deubiquitinase activity	GO Molecular Function Annotations 2025	1.0	null
Sperm head	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.53
cerebellar cortex_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.940057
DUBm complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.739
ACTN4	Pathway Commons Protein-Protein Interactions	1.0	null
NUFIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1305
PMC7880998-41467_2021_21255_MOESM8_ESM.xlsx-Sup_Data_5_TWIST_Panel-Gene_Name_TWIST1	Rummagene Transcription Factor Associations 2026	1.0	null
disease by infectious agent	DISEASES Experimental Gene-Disease Association Evidence Scores	1.0	0.368757
PRDM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51435
receptors	GeneRIF Biological Term Annotations	1.0	null
Kidney Chromophobe_KICH_TCGA-KL-8335-01A-11R-2315-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
regulation of catabolic process	GO Biological Process Annotations 2015	1.0	null
EFCAB6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00577
orbital frontal cortex_10 mos_M_12977	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.878
testosterone; infertility, male; hypogonadism	GAD Gene-Disease Associations	1.0	null
DDX20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6159
CASP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79455
MOLM-16	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.20194
SLC16A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04865
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	3.27184
GADD45A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72031
Brain Lower Grade Glioma_LGG_TCGA-HW-8319-01A-11R-2404-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Seminiferous epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.368
PLEKHA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23718
Lung adenocarcinoma_LUAD_TCGA-55-8514-01A-11R-2403-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE214161,GSE214233_0_v_2_zmym2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MG63	DepMap CRISPR Gene Dependency	1.0	3.38068
increased eosinophil cell number	IMPC Knockout Mouse Phenotypes	1.0	null
TUBA1A	Pathway Commons Protein-Protein Interactions	1.0	null
endopeptidase activity	GO Molecular Function Annotations 2023	1.0	null
PITX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.3249
CDKN2A	Pathway Commons Protein-Protein Interactions	1.0	null
GSE220600_1_v_2_clpp_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
binding	GO Molecular Function Annotations 2015	1.0	null
GSE195786_0_v_2_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PCDHB12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08163
Hypogonadism	HuGE Navigator Gene-Phenotype Associations	1.0	null
negative regulation of proteasomal protein catabolic process	GO Biological Process Annotations 2025	1.0	null
mRNA_NR2F2_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
GSE77108_8_v_1_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ALDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85758
proteolysis	GO Biological Process Annotations 2015	1.0	null
cell property	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.152848
MRPL43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06962
THOC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00538
YY1	MotifMap Predicted Transcription Factor Targets	1.0	null
496100413_FWM_probable Alzheimer's disease_no TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.89751
regulation of proteolysis	GO Biological Process Annotations 2015	1.0	null
BT20	CCLE Cell Line Gene CNV Profiles	1.0	2.00702
intracellular membrane-bounded organelle	GO Cellular Component Annotations 2023	1.0	null
EZH2	ENCODE Transcription Factor Targets	1.0	null
Nuclear lumen	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
causing	GeneRIF Biological Term Annotations	1.0	null
GSE138818_1_v_0_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
primary visual cortex (striate cortex, area V1/17)_16 pcw_M_12837	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.11872
CEP78	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74984
HSPA9	Pathway Commons Protein-Protein Interactions	1.0	null
respectively	GeneRIF Biological Term Annotations	1.0	null
RAB11FIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.433
lm2	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.794
POU3F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.9971
ES4	DepMap CRISPR Gene Dependency	1.0	3.27384
NUDUL1	CCLE Cell Line Gene Expression Profiles	1.0	2.02227
NCI-H1299	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.84826
LS-411N	COSMIC Cell Line Gene Mutation Profiles	1.0	null
nucleus	GO Cellular Component Annotations 2025	1.0	null
Urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
BID	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18601
Alpha DNA polymerase:primase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.657
indicates	GeneRIF Biological Term Annotations	1.0	null
supporting cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.509027
excretory gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.054085
DPY19L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22615
GAPDH	Pathway Commons Protein-Protein Interactions	1.0	null
Nervous system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.379
Pachytene cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.47
Sertoli cell-only syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.512
OV90	CCLE Cell Line Gene Expression Profiles	-1.0	-1.73813
EBF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71149
variation	GeneRIF Biological Term Annotations	1.0	null
FAM168A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79749
ANLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58428
ERBB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5018
Cryptorchidism	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.295
TERF2IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61352
DMS114	CCLE Cell Line Gene CNV Profiles	-1.0	-1.40696
OV-7	COSMIC Cell Line Gene Mutation Profiles	1.0	null
outer SZ in medial temporal-occipital cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.96219
MDAMB175VII	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	1.02071
NDUFA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91832
HSP90AA1	Pathway Commons Protein-Protein Interactions	1.0	null
Reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.139
A3KAW	CCLE Cell Line Gene CNV Profiles	-1.0	-1.45965
CASKIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.69487
HCC1143	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.77353
Brain Lower Grade Glioma_LGG_TCGA-HT-7884-01B-11R-2403-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
gland	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
biological regulation	GO Biological Process Annotations 2015	1.0	null
H3K27me3_keratinocyte_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
Perturb_5180_KO_Lb1/Lmnb2/Lmna_SRP092589	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	1.48452
RECQL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52703
risk	GeneRIF Biological Term Annotations	1.0	null
SP in caudal perirhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.22565
Embryonic germ cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.685
VCB complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.668
URB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.061
JHH1	CCLE Cell Line Gene Expression Profiles	1.0	1.45096
intracellular part	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.040437
Adolescent Idiopathic Scoliosis	DisGeNET Gene-Disease Associations	1.0	null
ZCCHC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85697
posterior (caudal) superior temporal cortex (area 22c)_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.39552
RASD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65596
dorsolateral prefrontal cortex_37 yrs_M_12303	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.12726
Male reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.22
Lung adenocarcinoma_LUAD_TCGA-55-6712-01A-11R-1858-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
NCIH441	CCLE Cell Line Gene Expression Profiles	-1.0	-2.08426
RAB17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93004
ITK_defectivemutant_125_GSE28200	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	-1.0	-1.76868
cellular macromolecule metabolic process	GO Biological Process Annotations 2015	1.0	null
PTBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34031
GSE98898_7_v_1_hoxa1_human	RummaGEO Gene Perturbation Signatures	1.0	null
endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
TSR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8845
ubiquitination	GeneRIF Biological Term Annotations	1.0	null
C15orf61	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95299
sequencing	GeneRIF Biological Term Annotations	1.0	null
Kidney Chromophobe_KICH_TCGA-KN-8435-01A-11R-2315-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
anterior cortical nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.47355
ERBB2_knockdown_236_GSE8373	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	1.0	2.12904
primary visual cortex (striate cortex, area V1/17)_10 mos_M_12977	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.11872
K48-linked deubiquitinase activity	GO Molecular Function Annotations 2025	1.0	null
NKAPD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29678
HNRNPC	Pathway Commons Protein-Protein Interactions	1.0	null
NCIH841	CCLE Cell Line Gene CNV Profiles	-1.0	-1.80802
ZNF28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37156
PMC2840217__F9	PFOCR Pathway Figure Associations 2024	1.0	null
CHGA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1894
ZNF831	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.51227
Perturb_16810_KD_Setd7_SRP075653	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	7.51673
TE-1 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.047
ZR7530	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	1.25985
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-8cell_GSC-Unnamed_1_GSC	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF580	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.4706
PAN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60924
CCDC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11966
SPECC1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73963
UBE2H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58068
increased basophil cell number	IMPC Knockout Mouse Phenotypes	1.0	null
PROKR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72705
seminiferous tubule	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.483986
SNU-283	COSMIC Cell Line Gene Mutation Profiles	1.0	null
nucleus	GO Cellular Component Annotations 2023	1.0	null
B4GALT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8542
PMC4815041-NIHMS715090-supplement-Supplementary_Table_10.xlsx-CCF_DP_clustering-Hugo_Symbol_PITX1	Rummagene Transcription Factor Associations 2026	1.0	null
IRF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.1667
Oligospermia	DisGeNET Gene-Disease Associations	1.0	null
mRNA_ZSCAN4C_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
PANC 05.04	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.898866
COV504	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.22616
RPS6KA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02518
PMC7708794-mmc2.xlsx-DGE_table_Imm-high_vs_Imm-low-TFT_TBXT	Rummagene Transcription Factor Associations 2026	1.0	null
Synaptonemal structure	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.497
FEZF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52078
RALGDS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.29013
EEF2K	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69715
Abortion, Habitual	HuGE Navigator Gene-Phenotype Associations	1.0	null
oral mucosa	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.238108
H3K4me3_ES-Bruce4_mm9_1	ENCODE Histone Modification Site Profiles	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-DU-7012-01A-11R-2027-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
FBXL14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21048
Male infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.719
NRIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07055
LMBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23871
USP38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78711
TRAM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7268
ABCB6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60441
ZR75B	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-0.832223
mitotic cell cycle phase transition	GO Biological Process Annotations 2025	1.0	null
female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
HLFA	CCLE Cell Line Gene Expression Profiles	-1.0	-1.52791
Prostate adenocarcinoma_PRAD_TCGA-EJ-5521-01A-01R-1580-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-TQ-A7RP-01A-21R-A34F-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
RTN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35405
ETS1-21867929-TH2-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
PMC9323628__F3	PFOCR Pathway Figure Associations 2024	1.0	null
SPSB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53727
High grade glioma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.331
protein metabolic process	GO Biological Process Annotations 2015	1.0	null
BE-13	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BRCA1	JASPAR Predicted Transcription Factor Targets	1.0	null
Myelomonocytic leukemia cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.248
FOXO1::FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.2433
CENPC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15437
AKT1S1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2699
SESN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56921
GOLM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63233
HNRNPA2B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47804
inner SZ in posterior parahippocampal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.09669
PTPN14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36695
GSE181821_1_v_3_mov10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
H3K9me3_erythroblast_mm9_2	ENCODE Histone Modification Site Profiles	1.0	null
Skin Cutaneous Melanoma_SKCM_TCGA-FW-A5DY-06A-11R-A311-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PRX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65048
TUBB	Pathway Commons Protein-Protein Interactions	1.0	null
PRKAB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53014
496100464_FWM_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.7571
SMAD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74283
Childhood Glioblastoma	DisGeNET Gene-Disease Associations	1.0	null
Sarcoma_SARC_TCGA-SI-A71O-06A-11R-A38C-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
OCT4-19829295-ESCS-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
intracellular part	COMPARTMENTS Curated Protein Localization Evidence Scores	1.0	0.663342
Epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.344
ZNF606	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19304
MZ in rostral entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.7
regulation of intracellular steroid hormone receptor signaling pathway	GO Biological Process Annotations 2025	1.0	null
SMAD3-21741376-ESCS-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
ISL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3527
GSE199255,GSE199356_3_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NCIH929	CCLE Cell Line Gene CNV Profiles	1.0	1.4049
ventricular (matrix) zone of cerebellum	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.33267
PHYHIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67354
HELLS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6043
GSE133213_6_v_5_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TARBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57594
african	GeneRIF Biological Term Annotations	1.0	null
RAD21	ENCODE Transcription Factor Targets	1.0	null
Preosteoclast	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.774
parasubicular cortex (parasubiculum)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.857066
FOXO1::ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.7121
Cilium	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
EI24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66064
HCFC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81204
lung	GTEx Tissue Gene Expression Profiles	1.0	0.824107
QARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09249
HOXA7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.6115
OVCA 420	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.883912
CARNS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78293
Kco	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.91
regulation of macromolecule metabolic process	GO Biological Process Annotations 2015	1.0	null
Lung squamous cell carcinoma_LUSC_TCGA-46-6026-01A-11R-1820-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
ELOF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03639
HS870T	CCLE Cell Line Gene Expression Profiles	1.0	1.65054
Autosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.12
ELK1::HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6434
PAIP2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71823
MAF::NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.7596
SELENOK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71166
TNFRSF25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31505
CNFN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1871
LN382	CCLE Cell Line Gene Expression Profiles	-1.0	-1.95486
ETV5::FOXO1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4785
POLR2A	ENCODE Transcription Factor Targets	1.0	null
TCF7L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.98532
striatum_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.946586
internal male genital organ	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	1.02162
KLF13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10532
UBE2Z	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8093
mRNA_MYC_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	-1.0	null
Perturb_5100_KO_Zmym2_SRP161512	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
RRP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21255
cell part	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.040288
LMO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7774
ZNF316	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23651
Meiotic cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.446
SH2D2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14153
HCT-15	COSMIC Cell Line Gene Mutation Profiles	1.0	null
ZNF876P	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93129
outer CP in midinferior temporal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.830161
PRKCI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79979
RI1	CCLE Cell Line Gene Expression Profiles	-1.0	-1.972
samples	GeneRIF Biological Term Annotations	1.0	null
reproduction	GeneRIF Biological Term Annotations	1.0	null
AN3-CA	COSMIC Cell Line Gene Mutation Profiles	1.0	null
proteolysis involved in cellular protein catabolic process	GO Biological Process Annotations 2015	1.0	null
rostral (anterior) extramural migratory stream	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.91172
PMC10773028-40364_2023_552_MOESM2_ESM.xlsx-Variants_sheet-TFT_TBXT	Rummagene Transcription Factor Associations 2026	1.0	null
Ubiquitin specific protease domain	InterPro Predicted Protein Domain Annotations	1.0	null
Testis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.073
gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.463013
closely	GeneRIF Biological Term Annotations	1.0	null
cellular process	GO Biological Process Annotations 2015	1.0	null
GSE176389_0_v_1_tet1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RCM-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.37041
NOLC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87705
SELENOF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24268
Implantation fossa	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.711
arrest	GeneRIF Biological Term Annotations	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-DV-A4VX-01A-11R-A266-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
UNKL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38826
Female reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Ejaculatory duct	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.685
LRRC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47499
trachea	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	-1.0	-1.37131
DMS 454	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.84826
SW837	CCLE Cell Line Gene Expression Profiles	1.0	1.63161
C17orf97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33212
KLHDC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33418
MEWO	COSMIC Cell Line Gene Mutation Profiles	1.0	null
hormoneinduced	GeneRIF Biological Term Annotations	1.0	null
LSM14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95933
SLC5A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68375
haplotypes	GeneRIF Biological Term Annotations	1.0	null
RBM39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82096
CDX2-22108803-LS180-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
GSE134412_0_v_1_siah2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
myoepithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.412771
PMC11645450-MCO2-5-e70036.nxml-TABLE_1-DUB_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
INSIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9587
AMH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37957
stratum pyramidale of rostral CA3	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.20052
inner CP in inferolateral temporal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.13416
NCIH1385	CCLE Cell Line Gene CNV Profiles	1.0	1.35454
Genetic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.33
HOXB7-26014856-BT474-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
AP3D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65996
PSENEN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0363
ZR-75-30	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.852608
follicle-stimulating hormone complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.704
USP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64226
HOXB8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.1605
SNUC1	CCLE Cell Line Gene Expression Profiles	1.0	1.93265
cellular_component	GO Cellular Component Annotations 2015	1.0	null
KIF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4568
Spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.999
Lung adenocarcinoma_LUAD_TCGA-67-3773-01A-01R-0946-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE100863,GSE100864_2_v_1_tet2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
G1/S transition of mitotic cell cycle	GO Biological Process Annotations 2025	1.0	null
DNAL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17391
YWHAG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66729
protein binding	GO Molecular Function Annotations 2015	1.0	null
SEMA6C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64127
MHH-PREB-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
androgen	GeneRIF Biological Term Annotations	1.0	null
PK-59	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.05896
MDAMB157	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	0.739297
COLO-357 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.726
Semen	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.111
IRF9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	84.1591
G2E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38165
H3K9me3_megakaryocyte_mm9_1	ENCODE Histone Modification Site Profiles	1.0	null
SW 1573	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.38716
Machado-Joseph disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.898
whole body	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.440274
CGB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2514
GSE241701_2_v_0_daxx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Spermatogenic failure 9	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.331
ZNHIT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.0858
Lung adenocarcinoma_LUAD_TCGA-05-4244-01A-01R-1107-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
VENTX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4721
Perturb_5715_KO_Chaf1a_ERP006640	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-9.80838
ZEB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60683
Female reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.261
SNU-16	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.976996
including	GeneRIF Biological Term Annotations	1.0	null
NUDT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2198
PMC10773028-40364_2023_552_MOESM1_ESM.xlsx-Variants_sheet-TFT_TBXT	Rummagene Transcription Factor Associations 2026	1.0	null
ARID3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33191
GSE248858_4_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PARD6G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16272
SNU449	CCLE Cell Line Gene CNV Profiles	-1.0	-1.88536
outer CP in posteroinferior (ventral) parietal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.853315
SW1573	CCLE Cell Line Gene CNV Profiles	-1.0	-2.09606
Perturb_17701_KO|KD_Pds5a|Stag1_SRP365503	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
NCI-H2347	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-BP-5010-01A-02R-1420-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Stomach cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.076
modification-dependent macromolecule catabolic process	GO Biological Process Annotations 2015	1.0	null
Ovary	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	1.5083
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-HM-A6W2-01A-21R-A33Z-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
regulation of primary metabolic process	GO Biological Process Annotations 2015	1.0	null
HCC1143	CCLE Cell Line Gene CNV Profiles	1.0	2.09602
subsaharan	GeneRIF Biological Term Annotations	1.0	null
IKZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.6751
C3orf18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45239
ARFGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4014
cellular_component	COMPARTMENTS Curated Protein Localization Evidence Scores	1.0	0.663342
A172	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.48548
SW954	DepMap CRISPR Gene Dependency	1.0	2.22182
YY1_KD_GDS3788_488_human_HeLa	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
Chromosomal duplication syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.204
TOMM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53629
FOXC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.7599
infertility	GeneRIF Biological Term Annotations	1.0	null
H4K20me1_osteoblast_hg19_1	ENCODE Histone Modification Site Profiles	1.0	null
TBCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15795
CTCF_CH12.LX_mm9_4	ENCODE Transcription Factor Binding Site Profiles	1.0	null
ZNF345	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83371
protein modification by small protein removal	GO Biological Process Annotations 2023	1.0	null
cellular_component	LOCATE Predicted Protein Localization Annotations	1.0	null
NKX2-4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4825
TOLLIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19026
l-929 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.529903
Perturb_5057_OE_Mir344_SRP161512	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
RUNX1_KO_GDS1511_251_mouse_Embryos at E12	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
SUM 1315M02	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.962646
DYNC1LI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17983
UACC-812	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	2.22265
NME2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09511
FBXO17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28256
Lung adenocarcinoma_LUAD_TCGA-55-6981-01A-11R-1949-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
UBE3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28077
OCUM-1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.29429
NFIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85895
MDA-MB-453	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.20914
PRMT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94588
Inguinal hernia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.091
MIEF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25168
CAPRIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06757
mdamb157	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.629
Disease of anatomical entity	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.911
FOSL1::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.876
MYL12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64777
sertoli	GeneRIF Biological Term Annotations	1.0	null
metabolic process	GO Biological Process Annotations 2015	1.0	null
negative regulation of ubiquitin-dependent protein catabolic process	GO Biological Process Annotations 2025	1.0	null
Ovarian disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.178
BCOR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76832
POU2F1::SOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.4132
ZNF382	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	58.7479
Hematopoietic system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.045
FAM50B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66145
496100407_FWM_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.51513
USP17L7	Pathway Commons Protein-Protein Interactions	1.0	null
Sperm fibrous sheath	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.616
Proteasome activator complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.729
PARP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60652
KYSE-30	COSMIC Cell Line Gene Mutation Profiles	1.0	null
COMMD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.57829
regulation of proteolysis involved in cellular protein catabolic process	GO Biological Process Annotations 2015	1.0	null
organelle	GO Cellular Component Annotations 2015	1.0	null
GOLGA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69522
central nucleus of inferior colliculus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.80201
MDA-MB-435S cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.733
AGRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95411
INHBE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72965
TPM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86611
PDCD6	Pathway Commons Protein-Protein Interactions	1.0	null
COL9A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07272
GSE199606_1_v_0_csf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSS	CCLE Cell Line Gene CNV Profiles	-1.0	-2.35047
H3K27me3_mammary epithelial cell_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
C8orf58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77473
MARF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10855
PROM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90418
ZNF883	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78362
ACLY	Pathway Commons Protein-Protein Interactions	1.0	null
UQCRQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78244
membrane-bounded organelle	COMPARTMENTS Curated Protein Localization Evidence Scores	1.0	0.663342
CMK	CCLE Cell Line Gene Expression Profiles	1.0	1.47881
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
regulation of cellular protein catabolic process	GO Biological Process Annotations 2015	1.0	null
Lung squamous cell carcinoma_LUSC_TCGA-66-2777-01A-01R-1201-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Azoospermia, Nonobstructive	DisGeNET Gene-Disease Associations	1.0	null
KP-2	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.28322
PRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89043
SAGA complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.0
SEPTIN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22873
fibroblast	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.063753
Gynecomastia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.1
Serous carcinoma_Fallopian tube_GSE10971	GEO Signatures of Differentially Expressed Genes for Diseases	-1.0	-1.47281
KRT10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99671
pyramidal layer of caudal subiculum	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.13303
RPS15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40092
Lung adenocarcinoma_LUAD_TCGA-91-6828-01A-11R-1858-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
NAGK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52559
ZNF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89731
CXCR7_Deficiency_GDS3183_604_mouse_Neonatal semilunar valves	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
TP53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37498
SG in granular insular cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.826757
outer CP in dorsomedial parietal cortex (area 7m)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.67148
TRIM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01051
DSH1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
JHOS-4	COSMIC Cell Line Gene CNV Profiles	-1.0	-3.7119
cerebellar cortex_21 yrs_F_13057	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.54313
regulation of metabolic process	GO Biological Process Annotations 2015	1.0	null
GSE155695,GSE155696_1_v_0_acetaminophen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Female reproductive organ cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.205
ETV5::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.3625
LMTK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.55859
MRPS15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12958
GSE127790_13_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
OCI-M1	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.164
hernia	GeneRIF Biological Term Annotations	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-TM-A7C4-01A-11R-A32Q-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CELF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85325
Sertoli cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.76
UMRC7	DepMap CRISPR Gene Dependency	1.0	3.02392
mRNA_SALL4_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	-1.0	null
HCC827	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	2.036
DOT1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6464
Perturb_4600_KO_Mettl3_SRP048598	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
Hepatocellular carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.103
lateral tuberal nuclei	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.967915
testis	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	1.24967
PMC6888741__F2	PFOCR Pathway Figure Associations 2023	1.0	null
increased circulating luteinizing hormone level	MGI Mouse Phenotype Associations 2023	1.0	null
SLC35E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3758
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-VS-A954-01A-11R-A38B-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SP in rostral perirhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.885374
CSTB_KO_GDS5090_200_mouse_Cerebellar granule cells	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
AM-38	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE154246_2_v_0_haspin_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RTN4RL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36192
Androgen insensitivity syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.585
connective tissue	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.063766
INTS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66063
SG in rostral perirhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.17268
22RV1	DepMap CRISPR Gene Dependency	1.0	8.28064
TFAP2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.258
Metabolism of proteins	Reactome Pathways 2024	1.0	null
GSE158285_0_v_1_ddx5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
REST_01_337	KnockTF Gene Expression Profiles with Transcription Factor Perturbations	-1.0	-0.67615
cerebellar cortex_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.1144
PWWP2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7444
prostate	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	1.0	2.09859
RIPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07254
ZKSCAN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33004
NSFL1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00958
Liver hepatocellular carcinoma_LIHC_TCGA-CC-A1HT-01A-11R-A131-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Perturb_9718_OE_Wt1_SRP126738	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	3.55965
CELF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51352
PTPN9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74973
hippocampus (hippocampal formation)_3 yrs_F_12836	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.878832
inferolateral temporal cortex (area TEv, area 20)_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.22284
H3K4me1_testis_mm9_1	ENCODE Histone Modification Site Profiles	1.0	null
CACNG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60152
PPP2R2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39008
Spermatid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.057
ZBTB25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31552
SRSF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41528
CD34+	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-1.04487
TRABD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69308
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-BI-A0VS-01A-11R-A10U-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE101336_1_v_3_decitabine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
posteroventral (inferior) parietal cortex_4 mos_M_12296	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.117
ME-180	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.974525
KANSL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66098
Prostate adenocarcinoma_PRAD_TCGA-YL-A8SK-01B-21R-A37L-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
confirm	GeneRIF Biological Term Annotations	1.0	null
DMD_Deficiency_GDS2996_613_mouse_Cardiac muscles from 8-week (mdx animals)	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
PMC3064265-NIHMS252278-supplement-3.xls-A_Interactions-Supplementary_Table_2_DUB_data_No_Control_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
COX8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32703
MEL-JUSO	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-HT-7860-01A-11R-2403-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Bladder Urothelial Carcinoma_BLCA_TCGA-E7-A85H-01A-11R-A352-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Major mitochondrial derivative	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.041
gata4_16914500_e9dot5_atrioventricular_canal_lof_mouse_gpl1261_gds3663	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	-1.0	-0.878313
GFI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.3815
SATB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3064
EFEMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50445
peripheral portion of GPi	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.363
GSE144115_1_v_3_stag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PNPLA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48006
NCIH1836	DepMap CRISPR Gene Dependency	1.0	3.65853
C1orf210	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45569
transcriptional	GeneRIF Biological Term Annotations	1.0	null
PAX6	ChEA Transcription Factor Targets	1.0	null
Proteasome regulatory particle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.134
GSE199255,GSE199356_6_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Deubiquitination	Reactome Pathways 2024	1.0	null
inner SZ in caudal midinferior temporal cortex (area TF)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.24789
disease	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.518034
Organ system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.674
han	GeneRIF Biological Term Annotations	1.0	null
Gonocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.248
CGTH-W-1	COSMIC Cell Line Gene CNV Profiles	-1.0	-3.7119
496100316_TCx_no dementia_TBI_79_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.51007
NUGC-3	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE144115_2_v_3_stag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100317_FWM_no dementia_no TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.2079
EMC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62872
VZ in postamygdaloid region	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.921412
inner CP in rostral cingulate cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.828042
GSE133213_10_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
VCX3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50396
SNCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25335
cytoplasm	LOCATE Predicted Protein Localization Annotations	1.0	null
SOX18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.2733
UFM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82697
GSE147834_1_v_0_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE138818_1_v_3_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Tectum mesencephali	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.759
male infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	1.96708
Ovarian cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.108
UACC893	DepMap CRISPR Gene Dependency	1.0	7.19143
ZNF684	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.379
ZNF98	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76782
amygdaloid complex_12 pcw_F_12960	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.865382
GSE121043_0_v_1_aldh1a1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Lateral element	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.498
Klinefelter syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.713
PPARA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38089
outer CP in midlateral extrastriate cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.977175
Prostate adenocarcinoma_PRAD_TCGA-KK-A8IB-01A-11R-A36G-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
OVCAR433	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.63246
AFF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34457
Male infertility	WikiPathways Pathways 2024	1.0	null
Lung squamous cell carcinoma_LUSC_TCGA-85-8354-01A-31R-2326-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
negatively	GeneRIF Biological Term Annotations	1.0	null
MEF2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	83.2802
ubiquitin-specific protease activity	GO Molecular Function Annotations 2015	1.0	null
Mesothelioma_MESO_TCGA-SC-A6LM-01A-11R-A34F-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.161
POU5F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.1194
DTX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20979
R3HDM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68173
SRY	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.3571
HTR1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9434
GSE168807_2_v_8_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
animal	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
catalytic activity	GO Molecular Function Annotations 2015	1.0	null
RIDDLE syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.098
obstructive	GeneRIF Biological Term Annotations	1.0	null
U-2 OS	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.00997
CDY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61273
Gastrointestinal system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.37
Inhibin B complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.594
leydig cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.610943
Synapsis initiation complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.572
IL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08707
syndrome	GeneRIF Biological Term Annotations	1.0	null
HDAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52744
Pheochromocytoma and Paraganglioma_PCPG_TCGA-QT-A7U0-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
ZNF280A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5061
PMC5193459-pone.0168968.s009.xlsx-Dharmacon_OTP_siRNA_Area-Symbol_OTP	Rummagene Transcription Factor Associations 2026	1.0	null
TUHR10TKB	DepMap CRISPR Gene Dependency	1.0	3.32865
GSE74251_0_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE84922,GSE84924_4_v_1_sall4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SAV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1199
KPNSI9S	CCLE Cell Line Gene Expression Profiles	-1.0	-3.26982
cause	GeneRIF Biological Term Annotations	1.0	null
Lung adenocarcinoma_LUAD_TCGA-78-7542-01A-21R-2066-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PMC12315868-Supplemental_Data_S1.xlsx-Supplemental_Data_S1F-TP53_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
LN-229	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.852608
primary auditory cortex (core)_25 pcw_F_12948	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.870151
stratum lacunosum-moleculare of rostral CA1	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.985526
GSE77007_3_v_1_med23_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AU565	CCLE Cell Line Gene CNV Profiles	-1.0	-1.40136
SKN	COSMIC Cell Line Gene Mutation Profiles	1.0	null
supportive connective tissue	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.499223
ZSCAN21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.9641
there	GeneRIF Biological Term Annotations	1.0	null
KLF15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89873
HOXD9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.4076
PF-382	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Lung squamous cell carcinoma_LUSC_TCGA-18-3410-01A-01R-0980-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
decreased circulating follicle stimulating hormone level	MGI Mouse Phenotype Associations 2023	1.0	null
ERI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15483
DNAJC19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0572
CTCF	ENCODE Transcription Factor Targets	1.0	null
HLE	CCLE Cell Line Gene Expression Profiles	1.0	2.23833
HID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51311
CHST4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46199
Gonadal disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.39
CREBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5563
MZ in caudal cingulate cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.0419
MEF2D	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.1418
proteasome-mediated ubiquitin-dependent protein catabolic process	GO Biological Process Annotations 2015	1.0	null
FAM53C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1434
HNRNPA2B1	Pathway Commons Protein-Protein Interactions	1.0	null
ALKBH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60795
Endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
RAD51AP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89282
FOXR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40446
TRIM71	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16946
ARHGEF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86647
FADU	CCLE Cell Line Gene CNV Profiles	1.0	1.3354
Prostate adenocarcinoma_PRAD_TCGA-VP-A872-01A-11R-A352-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
spermatogonium	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.348148
BSX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.5093
CLIC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06621
TRMT61B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06346
PDE5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07916
RIN2	Pathway Commons Protein-Protein Interactions	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-CN-A63T-01A-11R-A28V-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
LHX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.2231
RAP1GAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37367
SW 780	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.89961
488395315_TCx_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.10588
H3K9ac_ES-E14_mm9_1	ENCODE Histone Modification Site Profiles	1.0	null
PIKFYVE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18713
ZNF566	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4686
amygdaloid complex_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.930539
DNAJC2-21179169-NT2-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
protein deubiquitination	GO Biological Process Annotations 2023	1.0	null
SKES1	CCLE Cell Line Gene CNV Profiles	1.0	1.77453
Brain Lower Grade Glioma_LGG_TCGA-E1-A7YJ-01A-11R-A34F-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PITX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86488
ZNF639	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01076
MCF10F	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-1.48477
FAIM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12272
taiwan	GeneRIF Biological Term Annotations	1.0	null
Spermatoproteasome complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.601
ubiquitin-like protein-specific protease activity	GO Molecular Function Annotations 2015	1.0	null
496100351_FWM_no dementia_TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.51325
LZTR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77038
GK_KO_GDS1555_127_mouse_liver	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
SP in entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.11175
deubiquitinase activity	GO Molecular Function Annotations 2023	1.0	null
striatum_8 yrs_M_12841	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	2.35104
ERAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47215
counteract	GeneRIF Biological Term Annotations	1.0	null
Malignant astrocytoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.312
RKN	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-2.46952
primary motor cortex (area M1, area 4)_18 yrs_M_12984	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.72238
PMC8526018-KAUP_A_1856493_SM1378.xlsx-Table_S5-_DUB_genes-Table_S5_Compared_deubiquitinating_enzyme_genes_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
Ubiquitin specific protease, conserved site	InterPro Predicted Protein Domain Annotations	1.0	null
TBX20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12984
Internal male genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Uterine Carcinosarcoma_UCS_TCGA-N5-A59F-01A-11R-A28V-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SPEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80881
Rectum adenocarcinoma_READ_TCGA-AG-4022-01A-01R-1736-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SW780	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE242199_6_v_5_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
EN2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.4493
C17orf58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39327
mRNA_SETDB1_19884255	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	-1.0	null
alleles	GeneRIF Biological Term Annotations	1.0	null
EDC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40896
H1-10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14438
GATA4_INACTIVATION_GDS3663_519_mouse_Endothelial-derived cells	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
orbital frontal cortex_3 yrs_M_12980	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-2.2061
Lung adenocarcinoma_LUAD_TCGA-44-A47B-01A-11R-A24H-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Perturb_5565_KO_Tal1_SRP119777	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	5.97433
DDX3X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86359
Chiasma	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.066
HOXB3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.6561
RPMI7951	CCLE Cell Line Gene CNV Profiles	-1.0	-1.32702
SNU620	DepMap CRISPR Gene Dependency	1.0	4.67297
9+2 motile cilium	GO Cellular Component Annotations 2025	1.0	null
GSTP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87093
primary auditory cortex (core)_8 yrs_M_12841	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.0154
RRAGC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89341
MEAF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.299
ZZZ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78927
SHISAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63327
SPG21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05892
RNF187	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70543
SNRPA	Pathway Commons Protein-Protein Interactions	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-HW-7491-01A-11R-2027-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-BP-4992-01A-01R-1334-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Y-linked spermatogenic failure 2	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.194
SRF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.5061
SNAI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35967
TM6SF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44113
molecular_function	GO Molecular Function Annotations 2015	1.0	null
KMS-11	COSMIC Cell Line Gene Mutation Profiles	1.0	null
exocrine gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.066198
GTF2IRD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31882
JHH7	CCLE Cell Line Gene Expression Profiles	1.0	1.85816
JM1	CCLE Cell Line Gene Expression Profiles	1.0	1.64437
ubiquitin-dependent protein catabolic process	GO Biological Process Annotations 2015	1.0	null
Perturb_5169_KO_Ddx5_SRP068412	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	10.0298
ZMAT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30338
ACTMAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15255
AMMECR1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8697
Breast cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.43
mast cells	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	1.0	1.13254
H3K9me3_megakaryocyte_mm9_3	ENCODE Histone Modification Site Profiles	1.0	null
SMPD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93305
WDR86	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87302
Thoracic cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.429
WRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37712
organelle	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.043067
MKN-45	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.976996
PDIA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81003
Prostate adenocarcinoma_PRAD_TCGA-HC-7749-01A-11R-2118-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Skin Cutaneous Melanoma_SKCM_TCGA-FW-A3I3-06A-11R-A21D-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
ZNF444	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16484
Lung adenocarcinoma_LUAD_TCGA-95-7947-01A-11R-2187-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
TMEM186	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38442
HT1376	DepMap CRISPR Gene Dependency	1.0	2.06175
Cerebellar disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.511
H357	DepMap CRISPR Gene Dependency	1.0	4.97234
IRF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	128.391
HSD17B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73181
presence	GeneRIF Biological Term Annotations	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-CJ-4638-01A-02R-1325-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Lung adenocarcinoma_LUAD_TCGA-MP-A4TD-01A-32R-A262-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRCA1-BARD1 complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.33
AGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80399
CCDC85B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03968
hippocampus (hippocampal formation)_21 yrs_F_13057	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.898974
frequencies	GeneRIF Biological Term Annotations	1.0	null
sweat	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.506279
posterior (caudal) superior temporal cortex (area 22c)_13 yrs_F_12831	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.27627
496100390_PCx_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	5.33628
amygdaloid complex_21 yrs_F_13057	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.19288
ZBTB46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11342
Zygotene cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.568
SNAP47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.2326
Perturb_9719_OE_Wt1_SRP126738	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	4.5348
HCC2998	COSMIC Cell Line Gene Mutation Profiles	1.0	null
PMS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47788
RF-48	COSMIC Cell Line Gene Mutation Profiles	1.0	null
inner SZ in primary somatosensory cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.34031
maturation	GeneRIF Biological Term Annotations	1.0	null
ESCO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59925
RHBDD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29851
PMC10350897-j_biol-2022-0528-S1.pdf-181-USF2_USF2	Rummagene Transcription Factor Associations 2026	1.0	null
Rectum adenocarcinoma_READ_TCGA-AG-3742-01A-11R-1660-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE133213_2_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE183271_4_v_3_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
TRAFD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57853
BFAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36672
primary auditory cortex (core)_3 yrs_F_12836	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.03084
HNRNPLL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21709
LOU-NH91	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.06667
Liver hepatocellular carcinoma_LIHC_TCGA-GJ-A9DB-01A-11R-A37K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
UBAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89016
GSE196671_6_v_8_obox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
subgranular zone of rostral dentate gyrus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.891072
EMC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.2395
Gonad	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Transverse filament	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.944
ATG4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28079
COV434	CCLE Cell Line Gene Expression Profiles	1.0	1.47107
orbital frontal cortex_2 yrs_F_12979	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.62823
PMC12081856-41420_2025_2522_MOESM6_ESM.xlsx-Sheet_1-Table_S4_Complete_Gene_List_of_the_MEblack_Gene_Module_and_the_DUB_Family_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
assembles	GeneRIF Biological Term Annotations	1.0	null
GOLGA6L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68182
ACACB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36165
BT474	CCLE Cell Line Gene CNV Profiles	-1.0	-1.36283
PMC8225676-41467_2021_24150_MOESM4_ESM.xlsx-DUB_ranking_siRNA_screening-DUB_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
ARL8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53148
C4orf3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61582
sertoli cell-only syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	1.45045
Primary spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.713
Lung adenocarcinoma_LUAD_TCGA-62-8397-01A-11R-2326-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SKBR3	CCLE Cell Line Gene CNV Profiles	-1.0	-1.42801
ASAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0888
TUBB4B	Pathway Commons Protein-Protein Interactions	1.0	null
oligospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.740299
GSE150215_1_v_0_etl4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Brain Lower Grade Glioma_LGG_TCGA-HT-7485-01A-11R-2027-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PAICS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19185
TC71	CCLE Cell Line Gene Expression Profiles	1.0	1.86091
lower limb region of M1	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	3.34509
Kidney Chromophobe_KICH_TCGA-KN-8418-01A-11R-2315-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PIGC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26374
GSE157592_1_v_0_tet2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
mediodorsal nucleus of thalamus_30 yrs_F_12290	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.950105
cysteine-type endopeptidase activity	GO Molecular Function Annotations 2015	1.0	null
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-EA-A3QE-01A-21R-A21T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
BRCA1-B complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.966
FAM229A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63719
FOXD4L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47183
CLUH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9172
Sarcoma_SARC_TCGA-DX-A2IZ-01A-11R-A21T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
defect	GeneRIF Biological Term Annotations	1.0	null
DMS 273	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	2.22265
IZ in midlateral temporal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.19287
Pheochromocytoma and Paraganglioma_PCPG_TCGA-QR-A70N-01A-12R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-CJ-4882-01A-02R-1426-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
allele	GeneRIF Biological Term Annotations	1.0	null
indicated	GeneRIF Biological Term Annotations	1.0	null
SH2B3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6517
FBXW8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69278
NOCT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07674
SUDHL10	CCLE Cell Line Gene CNV Profiles	1.0	2.59998
OAW28	CCLE Cell Line Gene CNV Profiles	1.0	1.48217
TIMM8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55384
OVCA 429	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.00698
male reproductive gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	1.03302
Acquired hyperkeratosis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.106
Spermatogonium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.103
GSE120413,GSE120447_0_v_2_bap1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ADAMTS15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64832
disease	DISEASES Experimental Gene-Disease Association Evidence Scores	1.0	0.368757
H3K27ac_testis_mm9_1	ENCODE Histone Modification Site Profiles	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-CR-7379-01A-11R-2016-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
XY body	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.77
Brain Lower Grade Glioma_LGG_TCGA-DU-5853-01A-11R-1896-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
LYRM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26797
NCIH727	CCLE Cell Line Gene CNV Profiles	-1.0	-1.69735
ventrolateral prefrontal cortex_18 yrs_M_12984	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.22418
Spinal muscular atrophy	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.259
UBE4B	Pathway Commons Protein-Protein Interactions	1.0	null
nucleus	COMPARTMENTS Curated Protein Localization Evidence Scores	1.0	0.663342
Ectoplasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.869
Brain Lower Grade Glioma_LGG_TCGA-P5-A5F6-01A-11R-A28M-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Kidney renal clear cell carcinoma_KIRC_TCGA-B4-5832-01A-11R-1672-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-CS-6667-01A-12R-2027-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
IFITM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6632
RNASEH2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37473
Adrenocortical carcinoma_ACC_TCGA-OR-A5JA-01A-11R-A29S-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
orbital frontal cortex_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.867513
fibroblast cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.067347
ETNK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84148
LYRM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.95925
Carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.434
YTHDF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69484
ubiquitinyl hydrolase activity	GO Molecular Function Annotations 2015	1.0	null
anterior (rostral) cingulate (medial prefrontal) cortex_16 pcw_M_12837	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.939708
cd8.Tcell	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	1.0	0.959998
GSE200673,GSE200691_2_v_5_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Lung adenocarcinoma_LUAD_TCGA-67-3770-01A-01R-0946-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
POLQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85922
Lung squamous cell carcinoma_LUSC_TCGA-21-5782-01A-01R-1635-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Lung adenocarcinoma_LUAD_TCGA-MN-A4N4-01A-12R-A24X-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
TC32	CCLE Cell Line Gene Expression Profiles	1.0	1.5155
REEP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05389
TP53BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36172
Perturb_5716_KO_Chaf1b_ERP006640	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-13.9658
nationality	GeneRIF Biological Term Annotations	1.0	null
myoepithelial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.516104
GSE130690,GSE130692_1_v_0_sirt6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RNF145	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38637
AR	ChEA Transcription Factor Targets	1.0	null
SUM225CWN	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	-1.0	-1.29166
spleen	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	1.0	1.14942
TCC-PAN2	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.1116
PMC12855127-Table1.xlsx-Sheet1-Table_S1_A_total_of_576_E3_genes_and_95_DUB_genes_were_identified_in_the_iUUCD_2_0_database_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
AACS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48736
Pheochromocytoma and Paraganglioma_PCPG_TCGA-QR-A6H4-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
TMEM265	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58542
RAB22A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07979
SCAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.53352
amygdaloid complex_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.89385
EN	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Adrenocortical carcinoma_ACC_TCGA-OR-A5LJ-01A-11R-A29S-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE142210_11_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
HCC1359	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.61947
SLC16A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.31552
other	GeneRIF Biological Term Annotations	1.0	null
496100360_FWM_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.23877
ARHGAP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79696
spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.315498
HUPT4	CCLE Cell Line Gene CNV Profiles	1.0	1.85379
PMC7782476-41467_2020_20434_MOESM7_ESM.xlsx-KLF14_string_interactions-node2_KLF14	Rummagene Transcription Factor Associations 2026	1.0	null
GATA2	JASPAR Predicted Transcription Factor Targets	1.0	null
Brain Lower Grade Glioma_LGG_TCGA-IK-7675-01A-11R-2090-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Intellectual disability	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.008
CardiacMyocytes	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-2.45416
IARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0002
whole body	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
Secondary spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.87
Kennedy's disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.477
GCT	DepMap CRISPR Gene Dependency	1.0	7.61243
FAM217B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48737
INO80B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8462
TMEM106C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00661
POU3F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.7366
PANC 02.03	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.20194
SW579	CCLE Cell Line Gene CNV Profiles	-1.0	-1.57548
PAX6-23342162-BETA-FORBRAIN-LENS-MOUSE	ChEA Transcription Factor Binding Site Profiles	1.0	null
Endocrine system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.397
GR-ST	COSMIC Cell Line Gene Mutation Profiles	1.0	null
PNRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19149
RCE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.47132
NFKB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63827
azoospermia	GeneRIF Biological Term Annotations	1.0	null
mainolfactoryepithelium.MOE.	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	-1.0	-2.21779
Pheochromocytoma and Paraganglioma_PCPG_TCGA-WB-A81Q-01A-11R-A35L-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
lateral intermediate part of entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.90178
Perturb_9782_KD_Esrrb_SRP321923	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-3.37102
H3K9me3_T-cell acute lymphoblastic leukemia_hg19_1	ENCODE Histone Modification Site Profiles	1.0	null
GSE198165,GSE198166_5_v_3_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SORD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86667
ABHD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17397
SMARCD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14499
some	GeneRIF Biological Term Annotations	1.0	null
VZ in thalamic region	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.67266
GSE113329,GSE113335_3_v_4_taf6l_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
SIAH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56138
MED22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63369
PMC7244323-elife-55325-supp3.xlsx-Haapaniemi_TP53-KO-Gene_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
HOXB9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.301
PrefrontalCortex	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-0.957071
Zfp36l2_deficiency_GDS3574_153_mouse_E14.5 fetal liver	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
hippocampus (hippocampal formation)_24 pcw_M_12288	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.07749
GTF3C5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27075
GDAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66327
Heart	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-1.37915
PMC7244323-elife-55325-supp3.xlsx-This_paper_TP53-KO-Gene_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
oligozoospermia	MGI Mouse Phenotype Associations 2023	1.0	null
PNPLA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9134
ITPRIPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07869
BPNT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27341
SSBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88456
LDOC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32933
Brain Lower Grade Glioma_LGG_TCGA-HT-7902-01A-12R-2403-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	1.33763
FLO-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
DUSP1_Deficiency_GDS1606_765_mouse_Spleen	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
organic substance metabolic process	GO Biological Process Annotations 2015	1.0	null
ZNF675	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60519
TRMT2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49963
Monopolin complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.517
ABC1	CCLE Cell Line Gene CNV Profiles	1.0	1.45379
CANX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16157
polymorphic layer of caudal subiculum	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.13664
ACTB	Pathway Commons Protein-Protein Interactions	1.0	null
Pheochromocytoma and Paraganglioma_PCPG_TCGA-QT-A5XK-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
spermatid	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.903701
NOTCH_INHIBITION_GDS2794_61_human_MOLT4 (T-cell acute lymphoblast leukemia) cells	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
WSU-NHL	COSMIC Cell Line Gene Mutation Profiles	1.0	null
cysteine-type endopeptidase activity	GO Molecular Function Annotations 2023	1.0	null
H3K9me3_erythroblast_mm9_3	ENCODE Histone Modification Site Profiles	1.0	null
intracellular membrane-bounded organelle	GO Cellular Component Annotations 2025	1.0	null
Perturb_17699_KO_Pds5a_SRP365503	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	12.3083
CW-2	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Acrosomal matrix	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.545
testicular cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.342233
FKBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61221
HOXB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90726
NCI-N417	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.34772
GSE120413,GSE120447_0_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CSTB_KO_GDS5090_398_mouse_cerebella	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
ZNF470	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44205
Perturb_5213_KO_Terc_SRP156128	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
LUBAC complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.716
MESD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75089
intracellular membrane-bounded organelle	COMPARTMENTS Curated Protein Localization Evidence Scores	1.0	0.663342
TMEM41A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99052
POU5F1B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.4532
Benign pleural mesothelioma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.281
18614019-TableS4c	GeneSigDB Published Gene Signatures	1.0	null
female reproductive system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.731854
Respiratory system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.252
GSE198165,GSE198166_5_v_10_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CHMP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37451
Brain Lower Grade Glioma_LGG_TCGA-FG-7636-01A-11R-2090-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
MAP3K1_knockout_245_GSE39240	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	1.0	1.36089
Sperm flagellum	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
NCIH2172	CCLE Cell Line Gene CNV Profiles	-1.0	-2.00214
Ezh2_deficiency_GDS2717_141_mouse_lymph node T cells	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
intracellular non-membrane-bounded organelle	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.049775
SVIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17533
CTCF-21964334-CHIP-SEQ-BCELLS-HUMAN	ChEA Transcription Factor Targets 2022	1.0	null
SMC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61464
RAJI	DepMap CRISPR Gene Dependency	1.0	2.35473
COPS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15546
chromosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.085045
Gastrointestinal system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.359
TUSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9587
ZIK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29788
anterior (rostral) cingulate (medial prefrontal) cortex_18 yrs_M_12984	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.885667
Lymphoid Neoplasm Diffuse Large B-cell Lymphoma_DLBC_TCGA-GS-A9TV-01A-11R-A38C-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SG in dorsomedial parietal cortex (area 7m)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.931409
UNC50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39924
DJM-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
COLO-783	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.838416
PRAME	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09836
496100536_HIP_no dementia_no TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.62254
COL9A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.57669
COLO 800	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.63146
GLUD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77879
POLDIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10398
layer IIIa of caudal entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.41025
GSE199606_5_v_0_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
AAAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9856
CACNG7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01472
JHH4	CCLE Cell Line Gene Expression Profiles	1.0	2.00431
ABAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96371
DCAF15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47879
posteroventral (inferior) parietal cortex_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.78587
azoospermia; oligospermia	GAD Gene-Disease Associations	1.0	null
CYB5D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96507
membrane-bounded organelle	GO Cellular Component Annotations 2015	1.0	null
ETV5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.05633
hippocampus (hippocampal formation)_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.45929
intracellular organelle	GO Cellular Component Annotations 2015	1.0	null
HCC38	CCLE Cell Line Gene CNV Profiles	1.0	1.85856
CYYR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18977
KYSE-50	COSMIC Cell Line Gene Mutation Profiles	1.0	null
SW948	DepMap CRISPR Gene Dependency	1.0	5.40804
primary somatosensory cortex (area S1, areas 3,1,2)_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.944383
TULP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82786
GSE124920_1_v_2_prmt1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Egg chorion	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.726
GSE203158_1_v_14_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SMC3	ENCODE Transcription Factor Targets	1.0	null
Sarcoma_SARC_TCGA-QC-A7B5-01A-11R-A33J-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
CREB3L4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4028
G121	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.15049
Kidney renal clear cell carcinoma_KIRC_TCGA-BP-5187-01A-01R-1426-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
B3GNT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00777
ZBTB22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84917
Kidney Chromophobe_KICH_TCGA-KN-8426-11A-01R-2315-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
RTCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94591
LRFN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56189
TIMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56087
modification-dependent protein catabolic process	GO Biological Process Annotations 2015	1.0	null
SPIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72402
DOR 13	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.852608
gfi1b_22201127_amulv_gof_mouse_gpl6246_gds4302	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	-1.0	-0.831004
Prostate adenocarcinoma_PRAD_TCGA-EJ-5522-01A-01R-1580-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
HS695T	CCLE Cell Line Gene CNV Profiles	1.0	2.21499
inferior olive, dorsal nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-2.01682
XYLT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18985
ASAH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74936
PDXK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44509
medial ganglionic eminence_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.2003
SMIM13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12479
GSE156907,GSE160237_1_v_0_pten_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MBD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.37547
Lung adenocarcinoma_LUAD_TCGA-38-4630-01A-01R-1206-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
gonad	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	1.21846
WDFY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36178
regulation of androgen receptor signaling pathway	GO Biological Process Annotations 2025	1.0	null
CHCHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97439
TRMT112	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10901
SUDHL10	DepMap CRISPR Gene Dependency	1.0	7.61654
intracellular organelle	COMPARTMENTS Curated Protein Localization Evidence Scores	1.0	0.663342
Tcof1_OE_GDS998_154_mouse_neuroblastoma N1E-115 cells	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
Acute Myeloid Leukemia_LAML_TCGA-AB-2858-03A-01T-0736-13	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
peptidase activity, acting on l-amino acid peptides	GO Molecular Function Annotations 2015	1.0	null
PDRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92321
leading	GeneRIF Biological Term Annotations	1.0	null
PLCB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67041
HMGXB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70038
C19orf53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54658
reduced male fertility	MGI Mouse Phenotype Associations 2023	1.0	null
GSE129186,GSE129223_0_v_1_aicda_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
olfactory part of entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.1521
RKN	CCLE Cell Line Gene CNV Profiles	-1.0	-2.59447
H3K27me3_GM12878_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
Congenital bilateral absence of vas deferens	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.562
PABPC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79498
SH3BGRL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32959
SW1271	CCLE Cell Line Gene CNV Profiles	1.0	1.69278
Autosomal dominant disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.095
Scoliosis, Isolated, Susceptibility To, 3	DisGeNET Gene-Disease Associations	1.0	null
EMSY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53081
SOHLH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77081
alterations	GeneRIF Biological Term Annotations	1.0	null
cell part	LOCATE Predicted Protein Localization Annotations	1.0	null
precommissural nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.21747
HT144	DepMap CRISPR Gene Dependency	1.0	9.52524
ets_00000000_2008_ovarian_cancer_cells_gof_human_gpl6244_gse21129	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	1.0	0.326406
OGFRL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61361
sweat gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.187942
peptidase activity	GO Molecular Function Annotations 2015	1.0	null
URI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10488
RAB24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50917
regulation of cellular protein metabolic process	GO Biological Process Annotations 2015	1.0	null
GSE199255,GSE199356_6_v_2_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MT-ND3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69415
Perturb_9781_KD_Ctnnb1_SRP321923	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-1.50204
UBC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31806
MICALL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59955
AML193	DepMap CRISPR Gene Dependency	1.0	2.26129
COLO 741	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.84826
HUH28	CCLE Cell Line Gene Expression Profiles	-1.0	-2.42673
ULK1_knockout_197_GSE60778	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	-1.0	-1.7554
Brain Lower Grade Glioma_LGG_TCGA-HT-7686-01A-11R-2256-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
sex chromosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores	1.0	0.464397
infertility, male	GAD Gene-Disease Associations	1.0	null
Squamous Cell Carcinoma Of Esophagus	DisGeNET Gene-Disease Associations	1.0	null
TRIM33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35081
Male reproductive organ cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.511
Seminal vesicle	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.956
orbital frontal cortex_17 pcw_F_12880	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.29696
SCC-15	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.944651
496100372_HIP_dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	6.24297
Cytoplasmic ubiquitin ligase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.637
ERF::FOXO1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.5864
RPE1SS6	DepMap CRISPR Gene Dependency	1.0	2.20602
MAGEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64712
ZNF705B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89438
Leydig cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.566
RIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18347
VZ in dorsomedial parietal cortex (area 7m)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.886511
OVK-18	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Tumor Cell Invasion	DisGeNET Gene-Phenotype Associations	1.0	null
TOX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64595
DHX29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45078
GLI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42927
NCI-H847	COSMIC Cell Line Gene Mutation Profiles	1.0	null
cofactors	GeneRIF Biological Term Annotations	1.0	null
H3K4me3_ES-E14_mm9_1	ENCODE Histone Modification Site Profiles	1.0	null
EBF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46144
P2RX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01295
MIER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.35569
HOXC9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9067
TMEM205	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.98597
kidney	GTEx Tissue Gene Expression Profiles	-1.0	-1.17497
CTCF_MEL cell line_mm9_6	ENCODE Transcription Factor Binding Site Profiles	1.0	null
GSE199606_1_v_0_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
gametocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.172396
DLX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.6281
ETV2::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.4679
LEF1-29337183-MESC-MOUSE-STEM	ChEA Transcription Factor Targets 2022	1.0	null
NRDC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15456
Intestinal disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.142
caudal subdivision of paraventricular nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.960055
GSE137144_2_v_0_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
B4GAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67524
ZNF337	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98863
MZ in posteror frontal cortex (motor cortex)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.880496
caucasian	GeneRIF Biological Term Annotations	1.0	null
UPK3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89632
abnormal testis morphology	MGI Mouse Phenotype Associations 2023	1.0	null
primary motor cortex (area M1, area 4)_4 yrs_M_12298	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.18812
TEX41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95245
salivary gland	GTEx Tissue Gene Expression Profiles	-1.0	-1.17497
BATF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0035
TMEM151A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26996
gonadal disease	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.247852
SAP130	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74503
NCI-H211	COSMIC Cell Line Gene Mutation Profiles	1.0	null
BARX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.679
OV7	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.852608
ENSG00000170846	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69918
layer IIIb of caudal entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.919421
BACE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45814
endopeptidase activity	GO Molecular Function Annotations 2015	1.0	null
PMC11743796-41420_2025_2295_MOESM5_ESM.xlsx-aged_LPS_BV-2_vs_human_upreg-human_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE195743_1_v_4_lhx6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
epithelial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.052303
1321N1	CCLE Cell Line Gene CNV Profiles	-1.0	-1.54593
FGF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65073
HCC1569	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.06109
SPRED3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41332
mitotic cell cycle phase transition	GO Biological Process Annotations 2023	1.0	null
MCM6	Pathway Commons Protein-Protein Interactions	1.0	null
Perturb_17700_KO|KD_Pds5a|Pds5b_SRP365503	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
Perturb_5322_KD_Stag1_SRP244261	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	2.10942
Female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
human immunodeficiency virus infectious disease	DISEASES Experimental Gene-Disease Association Evidence Scores	1.0	0.368757
seminiferous epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.553683
PRDM14-21183938-MESCS-MOUSE	ChEA Transcription Factor Targets 2022	1.0	null
TSN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96735
BEN	CCLE Cell Line Gene CNV Profiles	1.0	1.64909
LAMA2_Deficiency_GDS3371_595_mouse_Hind limb skeletal muscle (4-week old dy3K/dy3K animals)	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
animal	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.438739
ZKSCAN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.52683
Male infertility due to globozoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.33
Large intestine cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.132
male	GeneRIF Biological Term Annotations	1.0	null
APLN_KO_GDS3228_601_mouse_Heart	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
mRNA_TCF3_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	-1.0	null
abnormal spermatogenesis	MGI Mouse Phenotype Associations 2023	1.0	null
PMC9886955-41420_2023_1325_MOESM12_ESM.xlsx-H6_14AvsH6_NC-Unnamed_2_HMX1	Rummagene Transcription Factor Associations 2026	1.0	null
A498	CCLE Cell Line Gene Expression Profiles	-1.0	-1.45915
GSE186647,GSE217288_2_v_4_hnrnpc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SFXN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62874
RC-K8	COSMIC Cell Line Gene Mutation Profiles	1.0	null
endocrine system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.054756
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-JX-A3Q8-01A-11R-A21T-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
AGO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.27043
PMC6888741__F2	PFOCR Pathway Figure Associations 2024	1.0	null
ZBTB17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34667
NNAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82962
H3K27me3_Brain Anterior Caudate	Roadmap Epigenomics Histone Modification Site Profiles	1.0	null
GSE217694_4_v_0_pold1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
C2CD4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32719
H3K27me3_Mobilized CD34 Primary Cells	Roadmap Epigenomics Histone Modification Site Profiles	1.0	null
GDF9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6957
ISL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3227
SHISA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19031
Brain Lower Grade Glioma_LGG_TCGA-DB-A4XF-01A-11R-A27Q-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE149870_0_v_1_pfn1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Vein disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.108
BAZ1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7048
NINJ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71284
ovary	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	-1.0	-0.945922
MYL12A	Pathway Commons Protein-Protein Interactions	1.0	null
Syndromic X-linked intellectual disability	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.172
SOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.1138
HDAC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61598
Skin Cutaneous Melanoma_SKCM_TCGA-EE-A3J8-06A-11R-A20F-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
GSE199255,GSE199356_4_v_2_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
regulation of cellular metabolic process	GO Biological Process Annotations 2015	1.0	null
ARHGAP23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97628
Yo	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.36
AIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.06675
LRATD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74053
ACVR2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62299
POLR3H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85153
SSTR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42923
IGR1	CCLE Cell Line Gene CNV Profiles	-1.0	-1.74844
FOXO1_KD_GDS2720_478_mouse_LSK	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
NCI-H1734	COSMIC Cell Line Gene Mutation Profiles	1.0	null
MDA-MB-415	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.4795
GRK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36244
Central nervous system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.362
inferior olive, principal nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.892972
GSE217378_2_v_0_lin28b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7403
SLC1A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10554
male reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	1.7939
KDM6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73208
CL-40	COSMIC Cell Line Gene Mutation Profiles	1.0	null
layer II of caudal entorhinal cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.00435
RUVBL2	Pathway Commons Protein-Protein Interactions	1.0	null
Cul2-RING ubiquitin ligase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.693
Kidney Chromophobe_KICH_TCGA-KL-8332-01A-11R-2315-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
KRT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40015
Pheochromocytoma and Paraganglioma_PCPG_TCGA-SQ-A6I4-01A-11R-A35L-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Disease Progression	HuGE Navigator Gene-Phenotype Associations	1.0	null
PAK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13253
GSE63048_11_v_5_morc1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Prostate adenocarcinoma_PRAD_TCGA-EJ-5502-01A-01R-1580-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
H3K27me3_HeLa-S3_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
ZNF324	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93555
TE-1	COSMIC Cell Line Gene Mutation Profiles	1.0	null
PHKG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4401
intracellular membrane-bounded organelle	GO Cellular Component Annotations 2015	1.0	null
Prostate adenocarcinoma_PRAD_TCGA-EJ-7792-11A-01R-2118-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
FIGLA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63014
ES2	CCLE Cell Line Gene CNV Profiles	-1.0	-1.64111
WIZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59112
HCC78	DepMap CRISPR Gene Dependency	1.0	2.40383
SLF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38048
parabigeminal nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.927468
DGKK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92534
GOT1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77042
MAIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63045
Spermatogenic failure	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.167
stratum pyramidale of rostral CA1	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.17249
ZNF530	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40595
PMC9225015-elife-72879-supp1.xlsx-DUB_CRISPR_library-Unnamed_3_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
Lung squamous cell carcinoma_LUSC_TCGA-56-8083-01A-11R-2247-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
HEATR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77979
RIMKLB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70275
A172	CCLE Cell Line Gene CNV Profiles	-1.0	-1.907
PMC9634082__F2	PFOCR Pathway Figure Associations 2024	1.0	null
ASH-3	COSMIC Cell Line Gene Mutation Profiles	1.0	null
cellular protein metabolic process	GO Biological Process Annotations 2015	1.0	null
EHF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92793
appear	GeneRIF Biological Term Annotations	1.0	null
EPHA3	Pathway Commons Protein-Protein Interactions	1.0	null
C1orf56	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67029
MMRN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40881
TNFSF9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58907
thereby	GeneRIF Biological Term Annotations	1.0	null
TBX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.4861
importance	GeneRIF Biological Term Annotations	1.0	null
HOXD8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.2453
ZER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41512
NCI-H2073	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.14101
GSE125219,GSE125221_4_v_2_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
PSEN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88989
MFE-319	COSMIC Cell Line Gene Mutation Profiles	1.0	null
ZNF181	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85926
U266B1	CCLE Cell Line Gene Expression Profiles	1.0	1.37963
SW982	COSMIC Cell Line Gene Mutation Profiles	1.0	null
KIF3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57961
complete	GeneRIF Biological Term Annotations	1.0	null
superior colliculus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.923705
CGTHW1	CCLE Cell Line Gene CNV Profiles	-1.0	-3.21049
PMC5727433-41467_2017_2029_MOESM3_ESM.xls-Sheet1-Supplementary_Data_1_DUB_shRNA_list_used_in_this_study_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
PDCD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00549
LYPLA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60981
MPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72316
seminal vesicle	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.366754
HCC2279	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.29342
gracile nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.932275
CDCP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31721
TRMT61A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79567
MEGF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71248
PMC9574515-mmc1.xls-THP1_60_min_GM-CSF-Target_Gene_Symbol_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
Lung adenocarcinoma_LUAD_TCGA-05-5423-01A-01R-1628-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SHP-77	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Sarcoma_SARC_TCGA-QQ-A5VC-01A-31R-A32Q-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
DMS53	CCLE Cell Line Gene Expression Profiles	-1.0	-1.50095
ubiquitin-like protein peptidase activity	GO Molecular Function Annotations 2025	1.0	null
testis	GeneRIF Biological Term Annotations	1.0	null
Outer dynein arm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.761
ZNF384	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	142.553
SP in medial temporal-occipital cortex	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-0.841127
GSE200673,GSE200691_2_v_0_hmga2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PAX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17526
CCDC22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28801
STEEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31272
Brain Lower Grade Glioma_LGG_TCGA-CS-5395-01A-01R-1470-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Post-translational protein modification	Reactome Pathways 2024	1.0	null
FOXP3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4714
ASCL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82826
HPCAL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01646
MMRN1	Pathway Commons Protein-Protein Interactions	1.0	null
PDLIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83479
OCIMY7	CCLE Cell Line Gene CNV Profiles	-1.0	-1.49392
Male reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
cellular macromolecule catabolic process	GO Biological Process Annotations 2015	1.0	null
Condensed nuclear chromosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.427
PMC8831562__F3	PFOCR Pathway Figure Associations 2024	1.0	null
GSE241701_4_v_0_daxx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FASTKD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64273
LYL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29617
Motile cilium	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
RCBTB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33828
Lung squamous cell carcinoma_LUSC_TCGA-77-8148-01A-11R-2247-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
LMCD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.19843
ZNF585B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70977
Testis	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ANKRD39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58987
PPFIA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50875
PNMA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73836
MOLP8	CCLE Cell Line Gene Expression Profiles	1.0	1.36094
496100355_HIP_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.91188
POU5F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52164
GSE126621,GSE126920_1_v_4_dppa4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TRIM68	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10868
male reproductive system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	1.15008
Perturb_13213_KO_Yap1_SRP059253	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-4.48767
ZNF687	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84001
DDX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.30875
CSNK1A1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00626
CRB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29215
GSE145639_7_v_2_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Synaptonemal complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.504
nucleus	GO Cellular Component Annotations 2015	1.0	null
HOXD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57247
LHX1_KO_GDS2748_298_mouse_embryonic renal vesicles	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
Head and Neck squamous cell carcinoma_HNSC_TCGA-CV-7250-01A-11R-2016-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
EZH2_HeLa-S3_hg19_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
reproductive system	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.85505
intracellular part	LOCATE Predicted Protein Localization Annotations	1.0	null
STX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84735
Lower respiratory tract disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.27
CCDC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49954
UNC93B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11127
sertoli cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.711729
TSFM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29092
mRNA_GADD45A_19796622	ESCAPE Omics Signatures of Genes and Proteins for Stem Cells	1.0	null
inguinal	GeneRIF Biological Term Annotations	1.0	null
C32TG	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.17342
PMC7862630__F3	PFOCR Pathway Figure Associations 2023	1.0	null
PRDM14	ChEA Transcription Factor Targets	1.0	null
MT-CYB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9444
Thoracic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.426
POU2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4267
SOX8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4649
PIK3C2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1175
SNX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69649
CCDC34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49689
CGREF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92742
Perturb_5192_KO_Nanog_SRP116119	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
SKG-IIIA	COSMIC Cell Line Gene Mutation Profiles	1.0	null
GSE113267_0_v_1_rfx7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NUDT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.70334
EPLC-272H	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-1.1116
CCK-81	COSMIC Cell Line Gene Mutation Profiles	1.0	null
ZBTB20_Deficiency_GDS3718_517_mouse_Developing hippocampus	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
effect	GeneRIF Biological Term Annotations	1.0	null
PCGF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87188
Flagellate	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.123
Acrosomal vesicle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.568
PBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61513
JAK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05473
anteroventral nucleus of thalamus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	0.895118
Ebolavirus(ZEBOV)_3day_PBMCs_rNAPc2treated_21987740_GSE24943	GEO Signatures of Differentially Expressed Genes for Viral Infections	-1.0	-2.94432
Peritubular contractile cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.376
dorsal thalamus_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	2.00177
intracellular	COMPARTMENTS Curated Protein Localization Evidence Scores	1.0	0.663342
MPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54159
Esophagus - Gastroesophageal Junction	GTEx Tissue Gene Expression Profiles 2023	1.0	7.21239
male reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores	1.0	null
Germ cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.919
EHMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87654
CPSF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39563
lateral ganglionic eminence_8 pcw_M_13058	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.08067
NCI-H596	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	-1.0	-0.943882
FOXS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35934
OPA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53061
Rectum adenocarcinoma_READ_TCGA-DC-6683-01A-11R-1830-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Sarcoma_SARC_TCGA-DX-A6YR-01A-33R-A355-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
amygdaloid complex_2 yrs_F_12979	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.32565
Head and Neck squamous cell carcinoma_HNSC_TCGA-CR-6471-01A-11R-1873-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
preoptic	BioGPS Mouse Cell Type and Tissue Gene Expression Profiles	-1.0	-1.76094
Reproductive organ cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.552
SMG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30763
SIMA	CCLE Cell Line Gene Expression Profiles	-1.0	-1.63769
NUGC2	CCLE Cell Line Gene Expression Profiles	-1.0	-2.31988
HOXA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21519
intracellular part	GO Cellular Component Annotations 2015	1.0	null
Prostate adenocarcinoma_PRAD_TCGA-EJ-A65D-01A-11R-A30B-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
OLFML2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90726
HSP90AB1	Pathway Commons Protein-Protein Interactions	1.0	null
ZNF529	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3817
Supporting cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.674
PAX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39549
GSE118765_1_v_5_rreb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
exert	GeneRIF Biological Term Annotations	1.0	null
Vomeronasal nerve	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.533
HOXB2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.2328
Perturb_5056_OE_MERVL_SRP161512	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
ITGB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9817
pedunculo(pontine) tegmental  nucleus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.52638
CAPAN-2 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.53
SOX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.6693
H6PD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65759
sperm flagellum	GO Cellular Component Annotations 2025	1.0	null
HCaRG_OE_GDS2426_711_human_HEK293 kidney cells	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
MRPS23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88304
anterior (rostral) cingulate (medial prefrontal) cortex_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.990822
GSE185881,GSE185884_2_v_3_ctcf_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LIPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47235
Kidney renal clear cell carcinoma_KIRC_TCGA-A3-3380-01A-01R-0864-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
SMAD protein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.146
Sperm midpiece	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.367
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-C5-A1MF-01A-11R-A13Y-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
PPP1R16B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00698
GSE210476_2_v_7_rutaecarpine_human	RummaGEO Drug Perturbation Signatures	1.0	null
RASGEF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98537
IGF2R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73669
Water	HMDB Metabolites of Enzymes	1.0	null
POU4F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.1119
Triclosan_NCI-H661	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0102787
FOXC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9445
ZFYVE21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66764
MAPKAPK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26128
primary motor cortex (area M1, area 4)_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.82632
ESX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64955
ventral medial nucleus of thalamus	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.70853
SAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08863
PMC2809080-1471-2164-10-637.nxml--Missing_DUB_Genes_Protein_in_Zebrafish_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
LBP-1	MotifMap Predicted Transcription Factor Targets	1.0	null
central portion of GPi	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.196
known	GeneRIF Biological Term Annotations	1.0	null
USP36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18696
disease of anatomical entity	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.648928
Male reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
HOXD12::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4
dorsolateral prefrontal cortex_15 yrs_M_12299	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-0.95866
SCN4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23891
NCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14948
DBH_KO_GSE33906_53_mouse_heart (E10.5)	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
NCIH2291	DepMap CRISPR Gene Dependency	1.0	2.68117
GSE217363_5_v_1_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
cellonly	GeneRIF Biological Term Annotations	1.0	null
Ub-specific processing proteases	Reactome Pathways 2024	1.0	null
TMEM200C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25824
EIF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45553
GSK3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40894
VPS36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14611
cysteine-type peptidase activity	GO Molecular Function Annotations 2015	1.0	null
cysteine-type deubiquitinase activity	GO Molecular Function Annotations 2023	1.0	null
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-Unnamed_60_AR	Rummagene Transcription Factor Associations 2026	1.0	null
NCKAP5L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86744
C1orf52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51266
GSE200673,GSE200691_1_v_5_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC2840217__F9	PFOCR Pathway Figure Associations 2023	1.0	null
Spermatozoon	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.496
GSE238018_3_v_0_mxra8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
IGF2BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12623
Neurodegenerative disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.161
JHH-6	COSMIC Cell Line Gene Mutation Profiles	1.0	null
count	GeneRIF Biological Term Annotations	1.0	null
hippocampus (hippocampal formation)_12 pcw_F_13060	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.82028
PMC8329168-41418_2021_763_MOESM8_ESM.docx-0-DUB_ZUP1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE196671_5_v_8_obox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE130690,GSE130692_2_v_0_sirt6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MIB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6094
ZHX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04641
PBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32791
ADPGK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0636
Sex chromatin	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.571
Tonne-Kalscheuer syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.243
decreased circulating testosterone level	MGI Mouse Phenotype Associations 2023	1.0	null
KLE	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.974525
JHOS2	CCLE Cell Line Gene CNV Profiles	1.0	1.90567
SULT4A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11833
METTL7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95019
SUMO-targeted ubiquitin ligase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.758
GNPDA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66227
SC-12738 (CSNK2A1)	NURSA Protein Complexes	1.0	null
integument	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.054811
MEF2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.2459
FHIP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29821
Autosomal dominant cerebellar ataxia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.686
LAMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.59931
RLN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55566
NCI-H1048	COSMIC Cell Line Gene Mutation Profiles	1.0	null
LU134A	DepMap CRISPR Gene Dependency	1.0	3.46085
496100520_HIP_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.46968
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-C5-A7CK-01A-11R-A32P-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
stratum pyramidale of rostral CA2	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	-1.0	-1.02418
fulvestrant_homo sapiens_gpl570_gse22533	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
CLEC14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26651
HIPK2_defectivemutant_29_GDS4233	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	-1.0	-1.32362
SK-MEL-31	COSMIC Cell Line Gene Mutation Profiles	1.0	null
Autosomal genetic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.277
sertoli cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.549312
TFIP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81218
PANC0327	DepMap CRISPR Gene Dependency	1.0	2.2426
KNS-81-FD	COSMIC Cell Line Gene Mutation Profiles	1.0	null
serves	GeneRIF Biological Term Annotations	1.0	null
HCC89	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	1.15186
PMC8528285-pbio.3001085.s010.xlsx-Fig_7A-MAX_WT_TESTES_MAX	Rummagene Transcription Factor Associations 2026	1.0	null
present	GeneRIF Biological Term Annotations	1.0	null
PACADD188	DepMap CRISPR Gene Dependency	1.0	2.35199
Glioblastoma	DisGeNET Gene-Disease Associations	1.0	null
MKI67	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72482
VIPAS39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30656
DDX60L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02813
IRF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.4517
YJEFN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10445
JUP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68334
mediodorsal nucleus of thalamus_36 yrs_M_12302	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	1.55642
hypogonadism	DISEASES Text-mining Gene-Disease Association Evidence Scores	1.0	0.388538
BHT101	CCLE Cell Line Gene CNV Profiles	1.0	1.72358
Oligospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.034
EEF1E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30046
RAD21_CH12.LX_mm9_1	ENCODE Transcription Factor Binding Site Profiles	1.0	null
XRCC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60602
asian	GeneRIF Biological Term Annotations	1.0	null
TPMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57224
OAZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95715
Cervical squamous cell carcinoma and endocervical adenocarcinoma_CESC_TCGA-JW-AAVH-01A-11R-A38B-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
Non-Obstructive Azoospermia	DisGeNET Gene-Disease Associations	1.0	null
interstitial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.50275
GTF3C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27904
POU3F4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.7661
Pheochromocytoma and Paraganglioma_PCPG_TCGA-P8-A5KD-01A-11R-A35K-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
RKN	COSMIC Cell Line Gene CNV Profiles	-1.0	-3.7119
secondary spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores	1.0	0.19579
IZ in dorsomedial parietal cortex (area 7m)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.14682
MDA-MB-157	Klijn et al., Nat. Biotechnol., 2015 Cell Line Gene CNV Profiles	1.0	0.826242
MC116	COSMIC Cell Line Gene Mutation Profiles	1.0	null
HUO9	DepMap CRISPR Gene Dependency	1.0	3.39122
CSTB_KO_GDS5090_199_mouse_Cerebellum	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
GSE198165,GSE198166_5_v_11_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ADAMTS16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47517
GSE84922,GSE84924_0_v_1_sall4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BT549	Heiser et al., PNAS, 2011 Cell Line Gene Expression Profiles	1.0	0.78711
primary auditory cortex (core)_21 yrs_F_13057	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.50774
CAOV3	CCLE Cell Line Gene Expression Profiles	-1.0	-1.97499
ZNF677	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.7862
outer CP in caudal midinferior temporal cortex (area TF)	Allen Brain Atlas Prenatal Human Brain Tissue Gene Expression Profiles	1.0	1.37634
Cerebellar ataxia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.532
PMC8119428-41598_2021_89734_MOESM6_ESM.xlsx-Sheet1-Candidate_PORE_genes_potentially_bound_and_regulated_by_OCT4_POU5F1	Rummagene Transcription Factor Associations 2026	1.0	null
EXD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08678
amygdaloid complex_4 yrs_M_12298	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	-1.0	-1.21306
ZNF45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38324
medial ganglionic eminence_9 pcw_M_12833	Allen Brain Atlas Developing Human Brain Tissue Gene Expression Profiles by Microarray	1.0	0.918905
LAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90139
Brain Lower Grade Glioma_LGG_TCGA-TQ-A7RW-01A-11R-A33Z-07	TCGA Signatures of Differentially Expressed Genes for Tumors	1.0	null
DMRTC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-5.04885
FLI1::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.1789
PLTP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00779
macromolecule catabolic process	GO Biological Process Annotations 2015	1.0	null
Lung cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.323
