association	dataset	threshold value	standardized value
ZDHHC20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94004
AADAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.33298
IKZF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64067
Cerebellum	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
ATG2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36048
MLKL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83276
ZNF589	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51569
CRIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.19662
Psychotic disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.092
ZDBF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61645
PTGR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03855
ZNF213	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	78.7307
DPCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88457
GSE210870_0_v_1_snai1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZMYND8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13481
ps96	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.24
Female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE169152_5_v_4_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Amniochorion	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.785
Foxj2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	41.8192
Hmga1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.4028
ZNF215	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18187
Ppara	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.3589
RELB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2769
CYB5R3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38376
ZSCAN26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26296
GSE168697_0_v_1_wdr6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
COA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0397
PMC6928094-395_2019_765_MOESM7_ESM.xls-DEGs_AR7_vs_Pre-patterned-List_of_differentially_expressed_genes_in_AR7_vs_Pre-patterned_cells_THRA	Rummagene Transcription Factor Associations 2026	1.0	null
GSE210580_0_v_12_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Muscular dystrophy-dystroglycanopathy type C12	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.801
MYC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4504
DYNLT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45842
chr18_74456625_G_C_b38	GTEx eQTL 2025	1.0	3.25353
PMC8500868-401_2021_2354_MOESM5_ESM.xlsx-GEP_PATZ1-Gene_Symbol_PATZ1	Rummagene Transcription Factor Associations 2026	1.0	null
KCNIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00526
GGA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96437
SGF29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3686
IGDCC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46293
GSE217873_1_v_0_nusap1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BCAP31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89928
FNBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55131
GSE174498,GSE174500_5_v_7_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Brain stem	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GLIS2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	98.3779
ZNF740	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	201.121
PMC7794364-41540_2020_161_MOESM3_ESM.xlsx-U87MG_Unique_-_PPH2_predictions-Gene_Sym_SMAD9	Rummagene Transcription Factor Associations 2026	1.0	null
LIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8098
Male reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
496100616_FWM_no dementia_TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.21611
ENG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03256
BLMH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68621
ZBTB24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	74.7174
Testis	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
SEMA4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.22196
EID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95716
GSE165122_2_v_3_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99371
UBALD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87046
DRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22621
ZNF225	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39023
ATAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59175
DCTN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04243
PMC4219345-1471-2121-14-52-S3.xlsx-BORIS_hNP1-Gene_Symbol_CTCFL	Rummagene Transcription Factor Associations 2026	1.0	null
Cerebral hemisphere	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.014
ZBTB42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23663
GSE129241_4_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
IL17RD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15266
PTRHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81116
PPP3R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11573
SLC22A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74698
GSE175787_5_v_2_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210580_4_v_12_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100562_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.20434
PBXIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02043
Msx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.7708
CBX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35893
GSE136742,GSE136744_0_v_3_setd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HERC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51008
COL6A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34942
MAEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87154
HINFP	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.9133
GSE134412_0_v_1_siah2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LHX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96605
496100277_FWM_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.02853
increased vertical activity	IMPC Knockout Mouse Phenotypes	1.0	null
GSE180185_4_v_8_setbp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
EMC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2273
PMC12019518-ao5c02459_si_002.xlsx-Table_S3-Table_S3_Screening_of_genes_that_are_commonly_upregulated_in_cells_on_stiff_substrate_and_down-regulated_by_KD_of_UBE2A_B_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CAMSAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61598
Choriodecidua	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.643
LMAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8547
FOXRED2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00843
Cancer cell_Lymph_Human	CellMarker Gene-Cell Type Associations	1.0	null
TRAPPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09776
HRAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0096
PMC8858874-NIHMS1764275-supplement-Supplemental_Table_2.xlsx-R1_SOX2_bound_genes_5000bp_6-9--Gene_Name_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF488	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80461
KLHDC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.32471
GSE129389_0_v_5_tropifexor_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE123943_1_v_3_sox1_human	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	2.29246
GSE142684_3_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Foxj3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	38.9741
DMBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18472
Internal male genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE203308_1_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9314667-Table_1.xlsx-Regulons-IRF4_IRF4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE205070_2_v_5_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174498,GSE174500_2_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	1.0	null
Dlx4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	14.6295
Proboscis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.535
ADRA2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34595
GSE195559_6_v_1_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZBTB7A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.0874
KLF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	175.562
TOP3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22237
TIGD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14338
E2F4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31911
Metencephalon	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE221955_3_v_2_igfbp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RFX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.2079
ZBTB14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.3895
thrombocytopenia-absent radius syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.034
NAT8L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17838
Vestibular hair cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.541
CCDC107	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11529
PMC9950457-mmc3.xlsx-GRHL2_overexpression_UP-gene_GRHL2	Rummagene Transcription Factor Associations 2026	1.0	null
CUL4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72991
GSE215351,GSE215794_2_v_3_kdm8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Gata3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.0495
UBE2G1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04511
GSE202434,GSE202438_3_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE210225_0_v_1_inosine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
COBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7293
MATK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77796
ZNF461	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42581
Dlx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	14.3244
EXO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.79295
GSE201520_8_v_3_inhba_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZDHHC18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47365
GSE162892_3_v_0_sox9_human	RummaGEO Gene Perturbation Signatures	1.0	null
CIAO2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45926
ZNF263	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.5044
GSE175787_5_v_6_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RFX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94713
CHCHD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29985
CDC42EP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04493
KCNK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87224
Disease of mental health	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.318
COQ10B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01904
Chromosome 18q deletion syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.197
CTNNBIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69543
HILPDA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39002
ARID4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75743
GSE174406_2_v_1_lin28b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210580_3_v_2_rag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RAP1GAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76571
THAP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70616
GSE242199_9_v_3_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210682_2_v_3_methadone_human	RummaGEO Drug Perturbation Signatures	1.0	null
RCBTB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33828
TMBIM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19775
ZNF655	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68124
PPP1R14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61701
GSE62843,GSE64371_4_v_0_furan_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
H1-0	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42474
PMC5390115-mmc3.xlsx-DE_Lists_Exp_2-H1-EC2_3-fold_TCF15	Rummagene Transcription Factor Associations 2026	1.0	null
TXNIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36776
TSTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59125
ASCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66053
NT5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22265
JDP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18501
GSE176008_4_v_3_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE164874_5_v_2_prednisolone_human	RummaGEO Drug Perturbation Signatures	1.0	null
SENP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06297
CCNJL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52566
GSE101239_5_v_1_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Invertebrate mandible	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.682
RANGAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.36075
GSE101239_4_v_2_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
LN-229 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.646
GSE89057_0_v_1_sox5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MAPK14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6292
Telencephalon	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.014
EBF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.5102
LRP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90208
CCDC69	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99977
Fragile X syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.053
KAT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90626
TNNI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1451
NFKB2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.1289
GSE242199_6_v_7_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PHF20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71529
GSE238005_5_v_3_c9orf72_human	RummaGEO Gene Perturbation Signatures	1.0	null
LIN28B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22623
TCF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98237
BAIAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.301
GSE149366_1_v_0_sulconazole_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SH3BGRL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52884
GSE153757,GSE153758_1_v_3_ftsj1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GJA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33669
GSE210580_0_v_11_rag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE166944_0_v_2_eif4b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Shox2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.6208
Schizophrenia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.098
496100596_FWM_dementia_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.35153
CEP68	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78549
Gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC6538374-elife-45672-supp3.xlsx-DEGs-Genes_expressed_at_lower_levels_in_SMARCB1_KD_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12354803-42003_2025_8643_MOESM2_ESM.xlsx-2w_TP63_positive-Gene_TP63	Rummagene Transcription Factor Associations 2026	1.0	null
TM2D3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61813
SEMA3F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75669
GSE205070_2_v_9_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210580_4_v_7_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE62843,GSE64371_4_v_3_furan_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Sox17	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.0489
Dystroglycan complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.969
Small Intestine - Terminal Ileum	GTEx Tissue Gene Expression Profiles 2023	1.0	3.53421
NFS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59539
GSE244072_10_v_3_tfeb_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE131649_6_v_10_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE129241_4_v_6_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Dental follicle	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.751
DDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86265
GSE171837_3_v_1_bortezomib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CDC14C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63896
ZFAND5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60405
GSE125014_1_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE153443_1_v_2_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
INO80C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.44033
Pparg::Rxra	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	55.2614
MSH6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.20958
GSE223893_2_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9314667-Table_1.xlsx-Regulons-SOX10_SOX10	Rummagene Transcription Factor Associations 2026	1.0	null
ZBTB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02947
GSE113106_3_v_4_dnm2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE195786_0_v_2_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
496100331_TCx_probable Alzheimer's disease_TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.32445
Foxf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.8681
GSE103068_5_v_7_volasertib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE123861_1_v_0_sin3a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
OVCA-8 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.768
496100626_FWM_no dementia_TBI_86_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.20657
PMC3607232-mmc1.xls-MLLN_prom_RS411-MLL_body_RS411_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
FBH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97218
GSE191021_1_v_0_nono_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEx Prostate 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	-1.0	-4.61808
PMC11383936-41598_2024_71738_MOESM6_ESM.xlsx-DEPs_LMS_vs_LMS_-_vs_HC-Unnamed_4_TP63	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF121	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55748
KLF16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	142.426
EPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96055
FBXL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06321
GSE210580_0_v_1_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8858874-NIHMS1764275-supplement-Supplemental_Table_2.xlsx-R1_SOX2_bound_genes_5000bp_6-9--Nearest_Ensembl_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
LAMA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12232
UFSP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6208
PDLIM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11498
VEZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	69.6004
GLG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00928
GSE242199_9_v_5_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE86021_0_v_1_crenolanib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Phlebotomus fever	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.256
ILF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76655
NOL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.9248
CTDSPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11292
MDK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86016
NXPH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70347
COX15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07343
PIAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78495
GSE242199_6_v_5_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TUT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04762
PMC11443809-12967_2024_5663_MOESM3_ESM.pdf-82-ZNF174_ZNF174	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF707	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64174
PAX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17526
APOBEC3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3924
GSE72895,GSE72896_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC4467436-oncotarget-06-6267-s002.xlsx-140527_cd44Cutoff_txt-OLIG2-M_OLIG2	Rummagene Transcription Factor Associations 2026	1.0	null
496100380_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.07609
GSE152441,GSE152442_7_v_3_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DBT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73106
AACS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48736
GSE153836_11_v_2_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
SECISBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04979
ZER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41512
PCED1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70995
GSE129389_0_v_4_tropifexor_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF350	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01598
GSE144231_6_v_7_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE162892_4_v_0_isox_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE111061_1_v_0_tofacitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Cognitive disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.148
PATZ1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	190.796
ENAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51182
MAMDC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3081
PMC7818749-12931_2021_1617_MOESM1_ESM.xlsx-TBX4-ENSEMBL_TBX4	Rummagene Transcription Factor Associations 2026	1.0	null
ZBTB7C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.7583
496100514_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.50598
GSE195559_6_v_9_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Foxo3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.794
SYP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91323
GLIS3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.3558
GSE238005_0_v_3_c9orf72_human	RummaGEO Gene Perturbation Signatures	1.0	null
Sox7	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.9058
GSE242199_9_v_11_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ILKAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74303
PLAGL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.9827
FZD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53015
PRPF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29125
PMC7430827-12864_2020_6933_MOESM4_ESM.xlsx-Sheet1-Additional_file_4_Table_S4_A_list_of_3_062_genes_containing_locus_where_only_KD_had_non-synonymous_SNPs_compared_to_other_duck_breeds_AR	Rummagene Transcription Factor Associations 2026	1.0	null
MGRN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5081
GSE199255,GSE199356_6_v_2_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152441,GSE152442_7_v_5_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE213588_10_v_2_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LTC4S	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11108
ROM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47017
SP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	99.3306
TSR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8845
GSE102505_1_v_2_tunicamycin_human	RummaGEO Drug Perturbation Signatures	1.0	null
FBXW5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.152
MYLIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78605
GSE81803,GSE81912_3_v_5_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE44157,GSE44163_3_v_0_nr6a1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Alcohol consumption	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.769897
496100391_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.88026
OSBPL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24545
GSE242199_6_v_11_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152699,GSE152723_0_v_1_vemurafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE152441,GSE152442_7_v_4_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PPP2R5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08814
ZFP57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90916
Hand1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.5424
GSE125862_2_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
ETV4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9378
GSE213588_9_v_6_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Nfatc1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.4741
Nobox	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	14.7895
PNRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19149
SLC43A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77258
GSE103068_0_v_1_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZBTB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73171
GSE213588_10_v_3_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CENPC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15437
GSE180185_9_v_5_setbp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169205_3_v_7_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
EXOSC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40101
PMC8766486-42003_2021_2990_MOESM3_ESM.xlsx-ST12-Unnamed_8_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF593	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84645
PLOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68781
CTSC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61897
GSE174498,GSE174500_5_v_1_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MARVELD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50877
TBRG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47612
FAM216A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95011
VTI1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94082
GSE139975_3_v_0_rnf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF282	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.1529
GSE246053_1_v_3_hnf4a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KDM2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67365
EN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81174
JMJD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20828
GSE242199_9_v_0_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CHD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68981
TRAPPC2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12221
INPP4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35425
Pax7	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.0396
CYB5D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14458
Lhx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	37.85
DUS1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52379
ZMYND11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36324
GSE196699_2_v_3_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100290_PCx_no dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.20811
oaw28	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.05
TPM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25222
ROCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28775
MIEN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89397
HEMK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0104
GSE174498,GSE174500_0_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC5105166-ncomms13331-s5.xlsx-Sheet1-Supplementary_Data_4_Gene_expression_signature_of_MEF2D-rearranged_cases_stranded_data_only_MEF2D	Rummagene Transcription Factor Associations 2026	1.0	null
GSE152441,GSE152442_7_v_2_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NBEAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7913
GSE128333_3_v_5_tcf4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TYW3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32271
GSE240027,GSE240030_1_v_2_atrx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BLTP3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89614
ECSIT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89838
ZNF311	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98915
MAZ	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	90.0371
RINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98587
BRMS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06098
RPS16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.01296
SEC24D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74631
GSE196699_2_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZFP14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	65.414
EXTL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01755
HES2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.9696
GSE196104,GSE196106_2_v_1_vsx2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213588_8_v_11_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
AXIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64663
BCAP29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59896
TRMT61A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79567
GSE175571_3_v_2_acsl6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RAD51AP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89282
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-SOX4-fromNode_SOX4	Rummagene Transcription Factor Associations 2026	1.0	null
TPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09136
DLG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7622
GSE223893_11_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8755441-mmc3.xlsx-IRF3-signif-Symbol_IRF3	Rummagene Transcription Factor Associations 2026	1.0	null
NKTR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36489
496100377_PCx_no dementia_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.07039
GSE213588_10_v_11_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PEG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46691
Sox5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.1532
HIC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0484
ZBED4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	164.162
PHF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99647
ZNF736	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60448
ZNF791	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84167
BCL11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15988
PMC9124206-41419_2022_4940_MOESM8_ESM.xlsx-DEG_PACA-US-ID_PTF1A	Rummagene Transcription Factor Associations 2026	1.0	null
substance-related disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.199
GLA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04828
GSE75976_3_v_4_abl1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CHCHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90448
TRMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9685
MAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78632
UBE2D3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6906
L3MBTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7246
GSE184479_3_v_2_aim2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Stat5a::Stat5b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.5014
GSE164874_5_v_10_prednisolone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE213588_9_v_11_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE153137,GSE153140_2_v_1_mettl5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RFX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.0042
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
ETV6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63449
Homocarnosinosis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.497
Arid3b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.5261
CDKN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43257
PMC10771438-41598_2023_51082_MOESM1_ESM.xlsx-Day7-Supplementary_Dataset_1_List_of_genes_differentially_expressed_during_NS_PC_differentiation_between_ROR2_KD_cells_and_control_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE203308_4_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.38577
Schwartz-Jampel syndrome 1	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.479
SUV39H1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78883
PMC8881251-18_2022_4183_MOESM3_ESM.xlsx-ERM_vs_P4-DEGs_ERM_versus_P4_organoids_ETV5	Rummagene Transcription Factor Associations 2026	1.0	null
GSE224969,GSE224971_0_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
JUNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29946
COA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55386
GSE173262_2_v_0_ash1l_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE162892_3_v_0_isox_human	RummaGEO Drug Perturbation Signatures	1.0	null
LPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36642
Reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
BRCA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44454
LRRC8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38214
BHMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9015
TOB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3018
GSE81803,GSE81912_2_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CXXC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33635
ZNF708	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64904
PAX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24687
GSE154767_4_v_0_adam10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100577_FWM_probable Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.91924
GSE102505_5_v_0_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NEU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5921
GSE125014_6_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Nr1h2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.468
PTK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95954
CUX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68696
PCYT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41208
UQCRHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57763
GSE137144_2_v_1_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DNAJC24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46276
IRF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31248
GSE205687_1_v_0_mta1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZIC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.1174
GSE142684_0_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
METTL23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93219
CCNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67065
GPR162	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96946
GSE102505_5_v_3_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE142684_3_v_5_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8212786-DataSheet_4.xlsx-CESC-ZBED3_ZBED3	Rummagene Transcription Factor Associations 2026	1.0	null
Lhx8	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.6704
Hmx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.8605
496100278_FWM_no dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.24008
ZNF354C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4375
GDF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32282
Rhabdomere membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.374
Rarg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	50.2533
KLF9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.632
SYDE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02221
GALK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.21164
GSE103068_0_v_4_volasertib_human	RummaGEO Drug 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
LYPLA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60981
Hmx2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.0546
SCAI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87332
GSE114992,GSE114993_1_v_6_irf5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Whole Blood	GTEx Tissue Gene Expression Profiles 2023	1.0	1.87761
COX17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33278
Nr2e1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.8876
NOP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43024
LAMTOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55773
COMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06122
ZNF135	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89956
SLC41A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.33273
TFAP2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	129.317
BAZ1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55682
NIF3L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90755
NDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54462
PMC10771438-41598_2023_51082_MOESM1_ESM.xlsx-Day14-Supplementary_Dataset_1_List_of_genes_differentially_expressed_during_NS_PC_differentiation_between_ROR2_KD_cells_and_control_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
TYRO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0017
NFIL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57125
DLX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24545
Separation anxiety disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.016
GSE102269_1_v_0_clpp_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE156923_2_v_1_rbmx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF718	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29376
Alcohol use disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.169
SOCS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13741
TFAP2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	184.46
Alcohol dependence	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.257
GSE101239_4_v_1_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF214	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00474
ZNF331	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.9454
Pancreatic delta cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.861
ZIC5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	81.4215
SAMHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9993
GSE240468_3_v_2_nfyc_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120336_0_v_2_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7587013-GLIA-68-2613-s005.xlsx-ASCL1_Putative_Targets-Overlapping_Genes_ChIP-seq_8791_ASCL1_Assoc_Genes_vs_TCGA_RNA-seq_2136_Top_10_ASCL1-positively_Correlated_Genes_ASCL1	Rummagene Transcription Factor Associations 2026	1.0	null
CAOV-3 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.811
OVCA-4 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.013
ZNF148	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	197.111
Spermatheca	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.545
TE-1 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.824
ZSCAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21747
SUDS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31329
GSE135514_8_v_9_dasatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DYRK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15694
Nfat5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.1292
ZNF768	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	57.6296
FEM1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21144
STON2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89636
GSE205070_1_v_6_mertk_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100608_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.08649
ZNF433	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44264
GSE123943_4_v_0_sox1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Substance abuse	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.087
GOLT1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59797
CLTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61321
RFX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.4407
GSE203308_9_v_10_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213588_8_v_5_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Bcl11b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.5485
PDCD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36035
VSIG10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67989
MFHAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46759
GSE210225_0_v_1_uba6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Background diabetic retinopathy	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.196
LDHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57969
PHETA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99854
CDCA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2292
EBF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53906
Foxo1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.1648
Male reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Nervous system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.032
BRSK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90723
ZNF738	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74262
HES7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.7465
HES1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.8631
ZBTB7B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.5018
PRRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82262
Msgn1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.2712
gamma-amino butyric acid metabolism disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.712
SATB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18576
GSE210580_4_v_1_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RNASEK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70563
PCGF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99894
GSE164494_1_v_2_angiotensin ii_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
496100657_FWM_probable Alzheimer's disease_no TBI_82_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.36322
TM9SF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84777
ODF2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15979
NKX2-2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.2753
GSE175787_5_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TRUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89187
GSE92614_1_v_0_pten_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF395	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74785
GSE123887,GSE123888_2_v_1_hpgd_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
UBE2N	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33787
POU3F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98808
GSE165334_2_v_0_dabrafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
AQP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18579
GSE242199_2_v_0_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE223893_11_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
MYCN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.1121
ASCL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49338
MCM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49789
PMC13138062-mmc7.xlsx-DUGs_ESR1_targets-DUGs_ESR1	Rummagene Transcription Factor Associations 2026	1.0	null
IKZF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68904
RNF187	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70543
GSE196699_0_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NAGPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1724
MZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.6551
GSE242199_9_v_7_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE203308_9_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF354C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35692
STXBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76304
GSE129241_4_v_0_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11383936-41598_2024_71738_MOESM6_ESM.xlsx-DEPs_LMS_-_vs_HC-Unnamed_4_TP63	Rummagene Transcription Factor Associations 2026	1.0	null
GSE162892_3_v_2_isox_human	RummaGEO Drug Perturbation Signatures	1.0	null
FTCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73472
EBF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.3519
Developmental disorder of mental health	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.014
GSE174498,GSE174500_5_v_4_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PSMD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44938
DUSP22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79056
RWDD2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45785
PMC6814198-NIHMS1538462-supplement-2.xlsx-Transitory_415genes-SNAI2_SNAI2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE228017_0_v_1_parthenolide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE102505_6_v_2_tunicamycin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF586	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13583
SP5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.6502
UBE2T	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20142
GSE171352_2_v_3_glucagon_human	RummaGEO Drug Perturbation Signatures	1.0	null
PLAG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	92.2222
PRICKLE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45007
RFX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.8171
KANK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37854
TAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49558
SCAMP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85093
ZNF534	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77624
SLU7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10788
GSE147876,GSE147877_2_v_5_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ASCL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03841
EPHB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30507
CTCF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	200.67
TOB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11769
496100409_FWM_no dementia_TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.27972
Cheek pouch	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.643
EFL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95468
GSE142210_4_v_5_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE180185_7_v_1_setbp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Mandibular incisor	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.699
Dmrt1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.8076
CRLS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81708
RBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55584
GSE111660_2_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF835	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37121
GSE224294_3_v_2_ngly1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PGP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47798
GSE173307,GSE173391_0_v_1_rgcc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Rhabdomere	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.637
MTMR14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75913
Autosomal recessive osteopetrosis 2	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.186
Eukaryotic translation initiation factor 2B complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.666
ZSCAN31	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.3356
PMC11827247-41065_2025_387_MOESM5_ESM.xlsx-Sheet_1-Only_ESR_ESR1	Rummagene Transcription Factor Associations 2026	1.0	null
TFAP2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	138.579
ATOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48649
Brain - Spinal cord (cervical c-1)	GTEx Tissue Gene Expression Profiles 2023	1.0	1.90049
CCDC124	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48373
SMC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32979
TBCEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85879
KLF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	109.441
ZNF367	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55612
PRAME	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09836
Grm	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.596
SPDEF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57663
EIF4G3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13021
Hindbrain	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
NUDT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58209
EGR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.0172
SGS cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.328
ESX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64955
Hmx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.9487
EGR3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.539
GSE114992,GSE114993_8_v_2_irf5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PRPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82946
PMC11811202-41598_2025_89390_MOESM1_ESM.pdf-12-ATF7_ATF7	Rummagene Transcription Factor Associations 2026	1.0	null
CCDC142	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54606
FUCA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06291
REST	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	65.16
496100620_FWM_possible Alzheimer's disease_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.66296
PMC11061611-cd-23-0857_table_s4_suppst4.xlsx-Myeloid_F2-pM2_FU2_unique_LEF1_LEF1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC13138062-mmc7.xlsx-DUGs_E2F1_targets-DUGs_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
SPSB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53727
PMC7818749-12931_2021_1617_MOESM1_ESM.xlsx-TBX4-SYMBOL_TBX4	Rummagene Transcription Factor Associations 2026	1.0	null
MTA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73974
PMC4467436-oncotarget-06-6267-s002.xlsx-140527_cd44Cutoff_txt-SOX2-M_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE164494_1_v_2_rab22a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MAGEB17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45497
DUX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56727
GSE174498,GSE174500_3_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	1.0	null
BPTF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14764
PLOD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85513
Congenital muscular dystrophy-dystroglycanopathy type A12	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.723
PYCR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1783
GSE134693_0_v_1_msr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CHST4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46199
PMC5918774-13287_2018_864_MOESM2_ESM.xls-sheet-AF_MSC_AND_fMSC_AND_UM51_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
ZIC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	69.4127
KLF15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	172.057
Pituitary	GTEx Tissue Gene Expression Profiles 2023	1.0	1.49316
GSE223893_2_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
UCKL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16391
CSDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57874
PMC7594423-12915_2020_895_MOESM13_ESM.xlsx-Table_S6D-Table_S6D_-_Differentially_Expressed_genes_shared_between_BRCA_TRIM25_amp_and_STAD_CIC_Del_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
NCBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95517
KLF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	111.175
WDR75	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22282
SLAIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69929
ZNF157	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.9384
CLDN19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29956
GLIS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.1484
ZNF483	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16355
SERP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82434
HES5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4078
Lhx4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.3557
Sporulated oocyst	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.75
POLR2M	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90446
ERV3-1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34765
ZNF202	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47465
GSE81803,GSE81912_0_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SPATA20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96548
ACOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06413
SEC61B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53421
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE111660_1_v_3_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSTP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87093
SELENON	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60743
GSE102505_4_v_3_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE89767_6_v_5_cebpa_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
B-cell acute lymphoblastic leukemia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.253
GSE142210_11_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10550934-41467_2023_41927_MOESM4_ESM.xlsx-degenes_beatAML_CEBPA-WT-gene_symbol_CEBPA	Rummagene Transcription Factor Associations 2026	1.0	null
GSE189653,GSE203344_2_v_1_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE139239_3_v_6_ddr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLF11	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	78.5447
PMC8787225-Data_Sheet_1.xlsx-STable_2_DEG-Supplementary_Table_2_1150_up-_and_down-regulated_differential_expressed_genes_upon_GATA2_activation_GATA2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE95685_4_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF816	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.3333
Liver	GTEx Tissue Gene Expression Profiles 2023	1.0	3.05826
GSE242199_6_v_3_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SP8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	72.3949
NKX2-5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77096
PMC5263239-mmc2.xls-MLL-AF4_Patient_Cells-Non-spreading_targets_gene_names_302_unique_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
GSE214248_0_v_1_cxcl8_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6930440-jcav11p0520s3.xlsx-MI_vs_FG-Unnamed_0_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
SFR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78699
TMED1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6597
NPAS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45693
PPARGC1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83415
ELF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92723
EPHX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14487
GSE135514_8_v_7_dasatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9314667-Table_1.xlsx-Regulons-MITF_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
SCCPDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62509
OARD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53019
GSE109285_3_v_2_glucagon_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE213588_8_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE70499_3_v_6_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213588_10_v_5_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC3607232-mmc1.xls-MLLN_prom_RS411-MLL_prom_RS411_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
POLL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.25083
Foxl2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.0667
GSE164874_5_v_12_prednisolone_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF37A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23222
TMEM30A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57858
PMC9263655-mmc3.xlsx-ZNF436-AS1-Prediction_catRAPID_ZNF436	Rummagene Transcription Factor Associations 2026	1.0	null
NT5DC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7047
DDR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00068
AFF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46554
DTX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32094
ST13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99241
Minor Salivary Gland	GTEx Tissue Gene Expression Profiles 2023	1.0	2.11427
SEPTIN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69655
GSE162892_4_v_0_sox9_human	RummaGEO Gene Perturbation Signatures	1.0	null
Gonad	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
H2BC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29002
LRRC73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12128
GSE210580_0_v_7_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.16
Arid5a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.7013
Autistic disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.015
GSE205070_2_v_7_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE162892_3_v_2_sox9_human	RummaGEO Gene Perturbation Signatures	1.0	null
increased heart rate	IMPC Knockout Mouse Phenotypes	1.0	null
Sox11	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.2418
Nr2e3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.0
CIITA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85308
Nr2f6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	47.5337
UBE2E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48559
CAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51978
Eca-109 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.668
GSE197850_4_v_3_glucagon_human	RummaGEO Drug Perturbation Signatures	1.0	null
TMEM169	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88272
Cerebral cortex	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.014
Tectum mesencephali	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.574
GLI3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.3537
CCDC102A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49627
KIF5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.046
TCF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3202
GSE103068_5_v_4_volasertib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NOTCH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.191
Methemoglobinemia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.229
GSE213588_8_v_7_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SBK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36211
B3GALNT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68735
GLTP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35659
GSE192513,GSE192515_1_v_0_atg16l1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SU.86.86 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.249
GSE81193_3_v_5_irf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100402_FWM_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.09604
GSE202434,GSE202438_15_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SP3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	119.009
ARL5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03287
GSE100464,GSE100465_0_v_3_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28329
SP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	114.874
TLE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38978
ZNF764	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26413
UBTF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1852
JOSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2324
GSE195559_2_v_7_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Sox6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.261
GSE180185_4_v_1_setbp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
HK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81977
BBS10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63317
PMC7335061-41467_2020_17150_MOESM4_ESM.xlsx-Table_S3-LIN28B_correlates_LIN28B	Rummagene Transcription Factor Associations 2026	1.0	null
NUP58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07763
Substance dependence	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.208
SNAI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.7342
LYRM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26797
ZNF692	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.0049
PMC8494348-pone.0257161.s002.xlsx-D20-NOT_ext_ext-NOT_ext-Gene_Name_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
TCFL5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	74.9944
ALCAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.662
ZFYVE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99046
KLF10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	99.9345
Spleen	GTEx Tissue Gene Expression Profiles 2023	1.0	1.63568
SP9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	131.353
NUDT17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6917
GSE180185_7_v_10_setbp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ZNF846	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5185
MPZL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88491
ADGRL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69737
ZNF281	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	152.146
GSE176008_7_v_3_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Stat2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	67.7747
GSE171837_0_v_3_bortezomib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NAGLU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24471
GSE142684_0_v_5_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	95.1857
TMEM258	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29118
TMEM41B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77594
Disease of anatomical entity	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.041
SMARCA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88841
VCPKMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84921
GSE137144_2_v_0_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZSCAN23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28891
Bipolar disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.023
FOSB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99949
RND3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02787
SF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7969
GSE111245_0_v_1_ezh2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLF17	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	72.9067
ZNF460	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	115.047
EFNA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83218
GSE145915_5_v_1_pcm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Female reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE214823,GSE214824_0_v_2_crtc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100484_FWM_no dementia_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.1581
ANKRD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52311
RIOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36981
GSE197850_4_v_0_glucagon_human	RummaGEO Drug Perturbation Signatures	1.0	null
shortened RR interval	IMPC Knockout Mouse Phenotypes	1.0	null
CAMKK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58892
Endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC11383936-41598_2024_71738_MOESM6_ESM.xlsx-DEPs_LMS_vs_HC-Unnamed_4_TP63	Rummagene Transcription Factor Associations 2026	1.0	null
HGS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71978
GSE87615_1_v_3_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SHISA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4056
GSE210388_2_v_0_ror2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SDHC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91076
GSE202434,GSE202438_15_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GCLM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49046
ZNF74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31935
POLDIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71959
GSE205070_1_v_4_mertk_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NHLH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	78.6062