association	dataset	threshold value	standardized value
GSE131660_2_v_0_piperlongumine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SNAI2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.3961
GGH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91359
PLD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94431
GSE145915_5_v_1_pcm1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PLAGL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	57.6406
NPY1R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05518
PSPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88854
GSE140997_4_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE74251_0_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100357_TCx_no dementia_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.22829
GSE185944_5_v_3_pth1r_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PHETA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89823
chr8_144119056_C_T_b38	GTEx eQTL 2025	1.0	1.55932
GIGYF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09578
GSE145311_0_v_3_glutathione_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
IRF2BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21002
GSE88819_1_v_12_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06046
TP53BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82255
GSE228162_2_v_5_nr2f6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KLF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26999
ZBTB24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.4855
METTL2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3098
GSE207582_4_v_3_testosterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MYF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.8212
496100513_TCx_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.20282
chr8_144104401_G_A_b38	GTEx eQTL 2025	1.0	1.50088
PMC4856960-supp_gkv1471_nar-01762-z-2015-File010.xls-Genes_5kb_E2F7_Hyp-gene_name_E2F7	Rummagene Transcription Factor Associations 2026	1.0	null
GSE154069_2_v_4_satb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC12126244-jci-135-184115-s239.xlsx-Table_3_Suppl_Fig_16-Genes_down-regulated_in_SOX9_low_tumors_744_genes_SOX9	Rummagene Transcription Factor Associations 2026	1.0	null
DEF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09837
GSE157609,GSE158123_0_v_1_ifi16_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE138841_0_v_1_trim6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF418	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.861
KDM6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48368
PMC12224929-ADVS-12-2416784-s006.xlsx-DEG_circGLIS3_KD-Unnamed_6_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Buccal epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.813
Buccal epithelial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.938
TFAP2E	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.1717
GSE216043_10_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE175571_3_v_2_acsl6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54858
PMC7617265-EMS137094-supplement-Supplementary_Tables.xlsx-ST18-gene_ST18	Rummagene Transcription Factor Associations 2026	1.0	null
GTEx Nerve 20-29 vs 70-79	GTEx Tissue-Specific Aging Signatures	1.0	8.36059
GSE161064,GSE161065_0_v_1_kdm5b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE190235_0_v_2_foxo3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SiHa cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.999
GSE223334_1_v_0_bcl11b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FERD3L	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.7415
SUPT3H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92286
ERF::NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	81.4512
NRTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38062
ZNF682	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	77.5236
NR4A2::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5881
GSE131887_5_v_3_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE153124_4_v_3_dsg2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ANO9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43476
PMC11754605-41467_2025_56327_MOESM3_ESM.xlsx-R157K_vs_MSX1-Gene_name_MSX1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC13082837-NIHMS2159075-supplement-3.xlsx-DataTable5_Methylation_LMS-UCSC_RefGene_Name_TP63	Rummagene Transcription Factor Associations 2026	1.0	null
GSE216043_7_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Juvenile polyposis syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.552
FTL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53822
GSE152441,GSE152442_6_v_2_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
ILKAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74303
ZNF317	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4146
RFLNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8933
GSE112763,GSE112767_0_v_3_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CLCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17448
PRM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91129
Asthma	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.8
NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.8503
PPP1R14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00569
TWIST1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0806
STK25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79896
ITGA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62082
GSE198165,GSE198166_5_v_11_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SLC22A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74698
GSE151782_1_v_5_aim2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PCDH10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10759
IPO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82304
LRRFIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61744
YIPF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6571
TSPAN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75252
TAMALIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55921
LIPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85294
GSE163240_3_v_4_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZEB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4997
DPPA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40681
TCF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.4597
PMC3712200-584604.f1.pdf-28-GRHL1_GRHL1	Rummagene Transcription Factor Associations 2026	1.0	null
CLCN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20837
CACNG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60152
SERPINB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98646
ZBTB16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99433
POLE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31819
PIN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75997
ESPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00622
ZSCAN4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.9523
GSE120612_7_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
SMAD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4851
USP6NL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31602
PMC7606598-NIHMS1624889-supplement-1624889_Supp_Tab1-10.xlsx-S8_MR-JTI-genename_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
PAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96702
GSE183251_4_v_0_cyp2c70_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RAX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.52244
ENTREP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44102
GSE191015_0_v_3_gsdmb_human	RummaGEO Gene Perturbation Signatures	-1.0	null
chr8_144113183_G_C_b38	GTEx eQTL 2025	1.0	1.85567
GSE196699_2_v_3_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE232564,GSE232566_0_v_2_nsd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DTD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61969
GTEx Muscle 20-29 vs 50-59	GTEx Tissue-Specific Aging Signatures	1.0	7.65446
H1-2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72244
FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.6763
SLC20A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23619
GSE235234_2_v_3_corticosterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
APLP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.846
TFAP4::ETV1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.4744
SSU72	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8657
GSE126345_0_v_10_hcrt_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE191015_0_v_2_gsdmb_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.5712
Waist circumference adjusted for body mass index	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.8
GSE95602_3_v_0_hsf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RECQL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52703
GSE226249_5_v_8_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
MYOG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.4485
GSE174735_2_v_0_il22_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
THAP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87073
GSE154577_7_v_10_plagl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
IP6K1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79516
GSE224004,GSE224005_0_v_8_chd4_human	RummaGEO Gene Perturbation Signatures	1.0	null
TIE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26126
COPS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15546
PDPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20661
HTR1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1147
GSE101546_3_v_5_setdb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GGT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20646
KIF5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.046
GSE136742,GSE136744_2_v_3_setd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE85880,GSE85881_0_v_1_tretinoin_human	RummaGEO Drug Perturbation Signatures	1.0	null
MARVELD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50877
Serum metabolite concentrations in chronic kidney disease	GWAS Catalog SNP-Phenotype Associations 2025	1.0	2.1699
GSE198165,GSE198166_8_v_4_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
IDH3G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78144
NOG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7732
PPARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.0
GSE112761,GSE112767_1_v_0_ddx6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PRKAA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13192
GSE137818_5_v_0_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE184479_3_v_2_aim2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE203158_0_v_13_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MAMDC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3081
ELOA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61931
chromosome, subtelomeric region	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.818
GSE88819_1_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE164463_0_v_1_pax6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8384902-mmc5.xlsx-H128_ASCL1_ChIP-Symbol_ASCL1	Rummagene Transcription Factor Associations 2026	1.0	null
IGFBP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05088
496100605_TCx_possible Alzheimer's disease_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.16137
ME2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83721
GSE216043_10_v_6_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE88819_1_v_2_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06314
GSE221327_8_v_2_clpp_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100585_PCx_possible Alzheimer's disease_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.43057
GSE211215_1_v_0_pemetrexed_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC5195898-NIHMS825571-supplement-3.xlsx-Sheet1-H1975_M1_vs_H1975_M1_CIC_reconstitution_Differential_gene_expression_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
STC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52319
GSE193177_1_v_0_st266_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
VPS4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02408
WWP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89614
GSE210101,GSE210114_0_v_9_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
COL7A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50099
PMC5740759-40246_2017_131_MOESM1_ESM.xlsx-Table_S7-HSF1-Neigbhors-HSF1_Neighbors_hg38_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
PRRX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69979
GSE137144_2_v_7_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169152_5_v_7_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE136238_1_v_3_ebf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE151782_3_v_0_aim2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TFAP2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	141.061
CADM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79059
GSE126777_0_v_1_otub1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
YWHAG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66729
496100497_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.01961
GSE146074_1_v_7_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9336541-Table_3.XLSX-C-vs-H6-L_filter_annot-Unnamed_18_HMX1	Rummagene Transcription Factor Associations 2026	1.0	null
LIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8098
SAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08863
RO60	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66146
GSE224969,GSE224971_0_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CIAO2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04757
GSE199606_5_v_4_csf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Retroperitoneal cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.744
EDEM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94088
ZIC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	65.2131
PMC6275272-FEB4-8-1977-s006.docx-1-Supplementary_Table_S2_Upregulated_genes_under_MYC_knockdown_in_AMU-ML2_cells_1_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
DNASE2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70778
GSE139975_3_v_1_rnf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE128730_0_v_2_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PIEZO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40453
GSE118077_4_v_2_sprr5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE151782_6_v_5_aim2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE234514,GSE234516_2_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GRWD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41109
RBM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43605
ALG13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06482
7q11.23 duplication syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.461
GCM2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.6061
PPP2R5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08814
MRPL38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43855
HILPDA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39002
PMC8046804-41467_2021_22478_MOESM11_ESM.xlsx-Del_AA-TCGA-Unnamed_39_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
IFNLR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61181
496100387_TCx_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.26106
NFIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85895
VWA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74649
GSE158431_2_v_6_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE142684_4_v_5_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF320	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	169.823
ZNF197	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22453
ZNF662	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54819
496100641_PCx_no dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.61173
GSE166004_5_v_0_pld1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
EBF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.7254
KDM3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52728
GTEx Nerve 20-29 vs 50-59	GTEx Tissue-Specific Aging Signatures	1.0	8.93837
GSE108614,GSE108615_3_v_2_setd1a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MMP14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76019
MYC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.4176
GSE82032_3_v_2_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10246722-pwac062_suppl_supplementary_table_s5.xlsx-sg-HIF1A_vs_sg-GAL4-Differentially_Expressed_Genes_DEGs_of_OE-HIF1A_vs_OE-GAL4_Veh_in_Bulk_RNA-seq_Data_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
PRDM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51693
RPL36AL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18353
GSE195663_0_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE126345_9_v_10_hcrt_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216043_3_v_6_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE219195_4_v_2_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
ATP1B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26008
RGS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03144
AFF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34457
EN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81174
SPIN2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65284
APLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76981
GSE248858_1_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
FLOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.06219
HPDL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57797
ITGB1BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99918
HBA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60802
STK35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31411
496100631_PCx_dementia_TBI_77_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.83393
GSE199606_5_v_4_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CCDC124	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48373
MYOD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.6448
ANG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04961
Crohn's disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.126
ZNF708	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.2945
BCORL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65478
GSE180525,GSE180528_1_v_0_tbx3_human	RummaGEO Gene Perturbation Signatures	1.0	null
NR2F6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.4001
GSE224969,GSE224971_0_v_7_chtop_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SIGLEC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67085
Down syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.099
GSE171292_5_v_2_ehhadh_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
chr8_144107619_C_CCTGATGCGGTGTGGGGGTGGGGCCTG_b38	GTEx eQTL 2025	1.0	2.48157
496100588_TCx_possible Alzheimer's disease_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.01383
Brain ventricle	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
RECQL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0363
496100414_TCx_probable Alzheimer's disease_no TBI_87_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.56007
GSE173262_2_v_0_ash1l_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142684_3_v_5_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CTPS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37441
PMC9643473-Table1.xls-MAF_0_005-Gene_refGenecanonical_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
PLXNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55735
SKP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44159
BCL11A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.3607
COQ8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51311
GTEx Ovary 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	1.0	4.52453
TMEM165	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52885
GSE193282_3_v_1_cd44_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
chr8_144096762_TGG_T_b38	GTEx eQTL 2025	1.0	1.07196
PMC8684775-CTM2-11-e640-s002.xlsx-Sheet1-Table_S3_MAF_file_of_the_CCS_samples_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
NF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70707
chr8_144137996_G_T_b38	GTEx eQTL 2025	1.0	1.23482
CARD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75335
ZNF354C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.8125
GSE242290_3_v_10_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PTP4A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52834
GSE199204,GSE211619_4_v_3_glutamine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE207514,GSE207515_0_v_3_acetylcysteine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7681055-ACEL-19-e13226-s014.xlsx-Sheet1-Ryk-independent_FOXO3_targets_FOXO3	Rummagene Transcription Factor Associations 2026	1.0	null
XPO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81688
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.126
MAP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43065
TEX45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14495
ARTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.20042
GLCCI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58724
MBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96336
GSE221327_6_v_2_clpp_human	RummaGEO Gene Perturbation Signatures	1.0	null
HINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78723
CCDC184	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3152
PNMA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95078
RREB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6995
GSE254848_4_v_3_ptges_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
OGFOD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14849
GSE128563_2_v_6_venetoclax_human	RummaGEO Drug Perturbation Signatures	1.0	null
TEX19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19889
LIN9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64045
GSE88819_1_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10011543-41419_2023_5707_MOESM4_ESM.xlsx-genes_with_unique_SNP-F5-Thygro-r__CIC-2n_h-r_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE214442_0_v_1_pak4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Chromosomal duplication syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.065
GSE223540_2_v_3_anxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF692	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.0868
GSE142684_3_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KDM3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19628
DDX39B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2289
GSE221327_1_v_2_clpp_human	RummaGEO Gene Perturbation Signatures	1.0	null
TTLL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86828
EXOSC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78429
ATG9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60037
RAG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2346
GSE139455_4_v_5_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
Retroperitoneum carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.754
GSE168797_2_v_0_cannabidiol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE68925_1_v_0_fasudil_human	RummaGEO Drug Perturbation Signatures	1.0	null
POLR3E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84324
LSR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39569
GSE198165,GSE198166_5_v_10_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE247862,GSE247863_4_v_1_eomes_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TRAPPC2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3076
GSE126777_3_v_1_otub1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9643473-Table1.xls-MAF_0_005-HGVS_gene_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-SOX4-toNode_SOX4	Rummagene Transcription Factor Associations 2026	1.0	null
SLFN13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71959
Atrial heart septal defect	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.139
PSMG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2836
GSE246195,GSE246305_1_v_0_sin3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198165,GSE198166_9_v_4_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RTN4IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88166
GSE120612_6_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE148252_2_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF341	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1691
PMC10011543-41419_2023_5707_MOESM4_ESM.xlsx-genes_with_unique_SNP-F5-Pneo-r__CIC-1n_h-r__CIC-2n_h-r_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
496100384_HIP_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.55167
H2BC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29002
NR1H4::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.4161
YBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67625
GSE214596,GSE214598_1_v_2_rosiglitazone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC11933697-41467_2025_58216_MOESM8_ESM.xlsx-SD6_ATF3_EV_NS1-SYMBOL_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
UCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29716
Chorion	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.047
GSE199899_4_v_0_diethylnitrosamine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE242290_3_v_2_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DNAJC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71075
Retroperitoneal sarcoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.804
PMAIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90098
496100611_FWM_no dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.34162
PMC9424213-41467_2022_32537_MOESM6_ESM.xlsx-siHNRNPK_cyto-DEGs_for_hnRNPK_KD_cytoplasmic_RNA_of_HeLa_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
TESMIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.89093
PMC10319804-41467_2023_38747_MOESM9_ESM.xlsx-KHSRP_KD_genes_up-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE122990,GSE123061_0_v_1_urod_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146612_2_v_0_amiodarone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ODAD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86476
ZNF770	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.2796
PMC8844187-Table_2.xlsx-prostate-DLX1_DLX1	Rummagene Transcription Factor Associations 2026	1.0	null
CASKIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.69487
ZSCAN31	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5175
MEA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81546
GSE150072,GSE169209_6_v_11_qser1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE146074_10_v_3_ly6e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SMARCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66486
GSE151494_1_v_4_nrp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE203308_14_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC7606598-NIHMS1624889-supplement-1624889_Supp_Tab1-10.xlsx-S8_MR-JTI-geneid_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE207978_1_v_0_rai1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TNFRSF18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14957
ENSG00000170846	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69918
TMX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32482
PAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24973
IMR-32 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.194
ZNF860	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55332
Lateral ventricle	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE240645_1_v_0_u90926_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CFAP68	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57331
GTEx BloodVessel 20-29 vs 40-49	GTEx Tissue-Specific Aging Signatures	1.0	5.97095
GSE131588,GSE131690_1_v_0_setd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE112761,GSE112767_2_v_0_ddx6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
STX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52375
GSE217452_2_v_1_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
SYNJ2BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35357
ATP6V0E2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10357
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-190-ZNF707_ZNF707	Rummagene Transcription Factor Associations 2026	1.0	null
KDM4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04613
ARFRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13016
DISP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52616
SAV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1199
GSE217452_3_v_1_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
RFX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77621
GSE223334_3_v_2_bcl11b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE112860_3_v_2_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169155_6_v_0_acetaminophen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NOMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41362
GSE141143_1_v_0_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE216043_10_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE100732,GSE100733_0_v_1_lrpprc_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZBED5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7337
GSE225218_2_v_3_abcb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PLEKHM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52133
GSE222047_0_v_1_imidazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
DNAJC18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12683
Chorionic villus	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.179
GSE217776,GSE217829_2_v_6_sgf29_human	RummaGEO Gene Perturbation Signatures	-1.0	null
JPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52311
Cervical squamous cell carcinoma cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.997
NUMBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33373
GSE173201_0_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
FAR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97908
GSE184479_1_v_2_aim2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9424213-41467_2022_32537_MOESM6_ESM.xlsx-siHNRNPK_nuc-DEGs_for_hnRNPK_KD_Nuclear_RNA_of_HeLa_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ZBTB37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04218
SLC25A19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27732
GSE238116_3_v_0_egr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE215086_0_v_2_batf_human	RummaGEO Gene Perturbation Signatures	1.0	null
NAV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19063
chr8_144087969_C_T_b38	GTEx eQTL 2025	1.0	1.17919
ZNF319	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17244
CISD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92349
CCDC25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74537
GSE207433_2_v_3_crtc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RNASE11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26347
Gastrointestinal system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.126
Intestinal disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.126
GSE221327_10_v_2_clpp_human	RummaGEO Gene Perturbation Signatures	1.0	null
PRDM9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	175.007
GSE157777_2_v_0_foxa3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MGA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6664
GSE173262_6_v_0_ash1l_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MTRFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53975
GSE153907,GSE153908_0_v_1_azathioprine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE196540,GSE196542_2_v_3_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10602967-18_2023_4927_MOESM3_ESM.xlsx-DDX5_17_KD_HEK293-Unnamed_1_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ERMAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06739
ASCL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	82.4309
GSE164874_5_v_3_prednisolone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE209582_1_v_0_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
MBD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.37547
ERCC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96601
ADCYAP1R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16251
MEPCE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44463
GSE226249_2_v_8_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151494_1_v_9_nrp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10011543-41419_2023_5707_MOESM4_ESM.xlsx-genes_with_unique_SNP-F5-Pneo-r__CIC-1n_h-r_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE248858_4_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9263655-mmc3.xlsx-ZNF436-AS1-Prediction_catRAPID_ZNF436	Rummagene Transcription Factor Associations 2026	1.0	null
APOBEC3F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12656
COQ10B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01904
496100618_PCx_probable Alzheimer's disease_no TBI_86_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.07381
GSE168797_2_v_5_cannabidiol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ADAD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95907
PMC7616986-EMS181817-supplement-Supplemenatry_tables.pdf-107-PRDM6_PRDM6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE193624_1_v_0_med1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ATF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45564
GSE118077_1_v_8_sprr5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE157592_1_v_0_tet2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NUP58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07763
FAM50A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84378
GSE219195_0_v_2_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
TSR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8845
ZDHHC20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94004
RARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.9105
SCARF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13478
DTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94929
JMY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57921
GSE216043_11_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ATG9A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35346
GSE200352_11_v_6_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE193258,GSE193259_5_v_1_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE104022_3_v_7_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE126345_4_v_3_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE57875_1_v_0_hnrnpl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE189653,GSE203344_4_v_3_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
496100399_PCx_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.35945
SAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99589
GSE239844_1_v_9_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Rumen	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.153
TMEM222	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56161
CDK5R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48425
BAG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0622
HAND2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7462
TMEM268	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37874
GSE146074_6_v_7_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
YBX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55276
ACAA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29844
GSE248858_1_v_7_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GCNT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0135
PMC4856960-supp_gkv1471_nar-01762-z-2015-File012.xlsx-GO_common_7H-HIF1_chip-Common_elements_in_chip7h_and_chip_hif1_2530_official_gene_symbols_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
GBA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48598
C1orf50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07171
PMC10602967-18_2023_4927_MOESM3_ESM.xlsx-DDX5_17_KD_HEK293-Unnamed_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
IDS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01472
MICOS13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90259
TUBA1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96659
ROR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53265
GSE146074_9_v_3_ly6e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FSBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95183
SHOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01083
ACTA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63136
BAZ2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73337
GSE132948,GSE132949_4_v_1_msi2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE123372,GSE123373_10_v_2_mecp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SUPT20H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74017
EMB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44225
GSE101546_3_v_4_setdb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF454	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22296
GSE210101,GSE210114_5_v_9_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CXXC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19571
GSE166004_7_v_0_pld1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SNAP47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25281
COX17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33278
GSE200352_4_v_3_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE245270_1_v_3_isoproterenol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC5895607-41388_2017_42_MOESM4_ESM.xls-geneNames-Extended_Data_3_Gene_list_of_SRC-1_targets_which_contain_STAT1_binding_motifs_from_LY2_cell_RNAseq_data_STAT1	Rummagene Transcription Factor Associations 2026	1.0	null
HIC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.0655
B3GAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12046
SCRT1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7335
GSE152441,GSE152442_0_v_2_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
U2SURP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97599
CXCR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75403
GSE166004_1_v_0_pld1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PYGM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20974
GTEx BloodVessel 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	1.0	19.6682
PPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99371
GTEx BloodVessel 20-29 vs 50-59	GTEx Tissue-Specific Aging Signatures	1.0	20.2821
ZBTB7C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89965
CBX8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33491
TRIB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92384
GSE252864_0_v_3_smad4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SMIM12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11463
PGF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54374
PPP1R2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.663
HOOK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50203
GSE196671_5_v_0_obox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE81796_0_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
CTSD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13223
TP53	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.1472
EYA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90822
TMEM203	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2204
AP3D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65996
PLCXD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25405
PRKAG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18095
TFAP2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	140.314
GTEx Nerve 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	1.0	15.1753
GSE215351,GSE215794_1_v_0_kdm8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160817_4_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC13000489-mmc1.xlsx-Table_S3-Table_S3_LC_related_genes_screened_by_MR_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF669	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.94
ARHGEF9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59209
ZKSCAN3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.3571
TBC1D25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76973
PMC10246722-pwac062_suppl_supplementary_table_s5.xlsx-sg-HIF1A_vs_sg-GAL4-Unnamed_1_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
ZFTRAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89925
TUBA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92201
PMC12178829-mmc4.xlsx-Sheet_4-MEG3-KD_Up-GeneName_AR	Rummagene Transcription Factor Associations 2026	1.0	null
496100374_HIP_possible Alzheimer's disease_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.32324
PMC11754605-41467_2025_56327_MOESM3_ESM.xlsx-R157K_vs_MSX1-Gene_id_MSX1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE127205_1_v_0_asf1a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE80098,GSE80366_0_v_8_progesterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
TTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35869
TMEM74B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7395
GSE165682_2_v_5_ptbp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GTEx Uterus 20-29 vs 50-59	GTEx Tissue-Specific Aging Signatures	1.0	4.83589
PIGO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88012
USP28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07256
LARGE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92441
GSE126621,GSE126920_1_v_0_dppa4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SLC36A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46821
CTCF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	216.416
TBX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.7642
GSE248858_6_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193588_1_v_0_pax3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SFPQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89495
GSE124410_2_v_5_stk40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
OSR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.3588
GSE216043_3_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ERBB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02293
TAF1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.354
GPAA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39925
ZNF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12538
ZNF81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19508
ING1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61736
GSE126345_11_v_10_hcrt_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE193993_5_v_3_sstr2_human	RummaGEO Gene Perturbation Signatures	1.0	null
NKX2-2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.9204
PSMD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2848
C17orf107	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27304
FAM171B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38803
BCAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27404
496100621_TCx_probable Alzheimer's disease_no TBI_86_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.40297
GSE128333_4_v_1_tcf4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE148200_3_v_5_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
MEF2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71949
GSE231648_4_v_2_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Inflammatory bowel disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.126
PMC12178829-mmc4.xlsx-Sheet_4-MEG3-KD_Up-ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
RWDD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11247
GSE69244_1_v_0_j147_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PHAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28471
GM2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11516
ST6GALNAC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6251
GSE195743_3_v_2_lhx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE173232_1_v_0_sf3b1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8444148-NIHMS1529754-supplement-1529754_Tab_S2.xlsx-downregulated_in_ATF4OE-RNA-seq_of_C3_ATF4_OE_and_C3_neurons_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-639-ENSG00000181135_ZNF707	Rummagene Transcription Factor Associations 2026	1.0	null
YPEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10176
ZNF263	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.1786
CDS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40205
GSE195663_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF782	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18185
GSE126345_2_v_3_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE202587_1_v_2_xrn1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE94814_2_v_3_reck_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF668	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85367
GSE137818_2_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
UBC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31806
SKIC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31651
496100639_TCx_no dementia_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.29462
CCDC106	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85516
GTEx Muscle 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	1.0	18.9288
GSE203308_9_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CAMSAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07204
Atrial heart septal defect 2	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.109
PMC9643473-Table1.xls-MAF_0_005-Gene_refGeneWithVer_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
NECTIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50243
TRIL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92216
ZNF816	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.8414
GSE121809_1_v_0_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE74251_0_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
TCF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.0192
PMC7895828-41419_2021_3488_MOESM3_ESM.xlsx-Sheet1-Supplementary_Table_3_List_of_deregulated_genes_in_c-MYC_altered_human_HCC_from_TCGA_LIHC_dataset_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE196540,GSE196542_4_v_3_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TIGD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75784
MRPL53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50691
RARB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.1247
496100654_HIP_no dementia_no TBI_86_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.48132
NUP37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18627
GSE199899_4_v_2_diethylnitrosamine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC5472759-ncomms15770-s2.xlsx-KIRC_mean_chr8_GISTIC_CN_by_gen-Supplementary_Data_1_TCGA_KIRC_mean_CN_near_MYC_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
Disease of anatomical entity	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.126
GSE184210_0_v_3_glucagon_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CDK5RAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88943
GSE216043_11_v_6_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86345
AGPAT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57895
CRY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94589
ZFP57	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.5145
PMC8481886-Table_1.xlsx-A_subsets-fetal_MSC_bone_marrow_MSC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
RGPD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6701
CDC42BPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81017
GSE201309_1_v_3_matrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151829,GSE151831_1_v_0_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TCF12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.4447