association	dataset	threshold value	standardized value
CDC37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11139
ANO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90531
SEZ6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30483
GSE158458_2_v_3_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9013128-NIHMS1795992-supplement-4.xlsx-501mel_ARID2_KO_Downregulated-Gene__name_ARID2	Rummagene Transcription Factor Associations 2026	1.0	null
FOXD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	83.7983
NFIL3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4513
ZNF652	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8373
PMC12515692-MOL2-19-2882-s005.xlsx-Proteome_AKT2_KD_vs_SCR-Unnamed_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9490101-mmc3.xlsx-Sheet1-Supplementary_Table_3_Differentially_expressed_genes_in_CASC11_KD_MHCC-97H_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PCDH10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49745
CYRIB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16549
POU4F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.5314
RIOK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4741
PMC4026482-pone.0097702.s010.xlsx-LPS_1_8FC_0hour-Symbol_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10592471-NIHMS1912771-supplement-7.xlsx-D-HEp3-Enh_vs_AA-up_genes-D-Enh_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
PROP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.7688
FOSL1::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.777
PITX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.6824
IRX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01602
ARL6IP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6275
PMC9980149-media-17.xlsx-Supp_Table_12_Bulk_Seq_CTH_KD_I-Unnamed_12_AR	Rummagene Transcription Factor Associations 2026	1.0	null
NUDT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5546
PUM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06841
FOSL2::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.7357
496100527_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	-2.76701
SETD1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24518
intracellular membrane-bounded organelle	GO Cellular Component Annotations 2025	1.0	null
GATA1::TAL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.1762
TFG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39496
496100494_HIP_no dementia_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.42372
PMC3643591-supp_gkt178_nar-00084-n-2013-File008.pdf-5-TSC22D1_TSC22D1	Rummagene Transcription Factor Associations 2026	1.0	null
mRNA cap binding complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.691
Nr2e1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.6648
Bladder	GTEx Tissue Gene Expression Profiles 2023	1.0	3.30037
PRPF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28571
HESX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.219
TP63	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2091
SPPL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32386
FOXP3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.828
ZNF628	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5306
GSE213588_10_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100492_TCx_probable Alzheimer's disease_no TBI_89_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.14786
BACH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2981
IRF9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.6885
CXCL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55349
TUBE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6376
IMPACT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09477
NR6A1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.2774
GSE135244_0_v_1_trdmt1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Sox7	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.9523
PMC10602967-18_2023_4927_MOESM3_ESM.xlsx-MBNL1_KD_HFE-145-Unnamed_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ASNSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09309
GSE190316,GSE190324_0_v_11_rbm4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RORC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2765
ALG10B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42538
PMC5927328-NIHMS77085-supplement-Table_S4.xlsx-Table_S4A_LPS_induced_genes_GO-Unnamed_15_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
Sox5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.9919
GSE145990_1_v_0_ibrutinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
IFITM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39175
TBCC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77542
GSE119978,GSE180930_6_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HNF4G	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.5695
496100421_PCx_probable Alzheimer's disease_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.07131
SMAD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18478
KBTBD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.23411
ZNF547	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.2426
PISD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17435
C3orf38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80225
GSE133516_5_v_2_kat7_human	RummaGEO Gene Perturbation Signatures	1.0	null
NRN1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86058
HROB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.46146
DHX35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47534
FOXO6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0017
496100532_FWM_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.07876
TLR7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18674
PMC8979909-13353_2022_690_MOESM1_ESM.xlsx-ESR1_targets-genes_ESR1	Rummagene Transcription Factor Associations 2026	1.0	null
SUZ12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26537
EIF3M	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48352
ZNF491	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03953
TTC32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22797
GANAB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34916
GSE165334_3_v_0_dabrafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
iron-sulfur cluster transfer complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.059
GSE244233_1_v_0_quercetin_human	RummaGEO Drug Perturbation Signatures	1.0	null
MBD3L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.61634
PMC11426526-ppat.1012555.s014.xlsx-DEG_DC_C91-PL_LPS_vs_DC_JK_LPS-Unnamed_5_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
TXN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1154
CIR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09864
EHD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1074
NGDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78576
KCTD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41854
GSE224131_3_v_1_mafb_human	RummaGEO Gene Perturbation Signatures	1.0	null
MEF2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.9297
GSE228106_3_v_4_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15344
Testis	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.665771
C3orf52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5316
SEPTIN9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3688
HNF4A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	68.1905
SRRM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74395
BNC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5525
TPP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4158
ZNF774	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16593
RGL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11965
FOSL1::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.7061
SLC16A13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38919
ARMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19684
FOSL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4966
FGF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02147
PMC10313451-NIHMS1821833-supplement-Supplementary_Material.pdf-22-HOXD1_HOXD1	Rummagene Transcription Factor Associations 2026	1.0	null
PLAGL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32167
ANLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81804
NFKB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.5946
GSE190384,GSE190386_0_v_8_fulvestrant_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11426526-ppat.1012555.s014.xlsx-DEG_DC_C91-PL_LPS_vs_DC_Jurkat-Unnamed_5_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
SCO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82446
GSE175787_4_v_2_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8948168-mmc3.xlsx-MNNG-HOS_vs_Antag-Unnamed_1_TBX5	Rummagene Transcription Factor Associations 2026	1.0	null
GSE120612_7_v_0_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
KRBA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35361
PITX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.7225
H9 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.594
OTX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.8094
LAGE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66501
GSE264621_1_v_6_secretin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Dux	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.7039
PLA2G4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16955
PLXNB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55524
MSN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17213
IRF7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.0357
GSE213410_0_v_3_calcitriol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE140997_2_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
RNF181	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08138
C13orf42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18252
FASTK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18905
ZNF354A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	88.2661
Nkx3-1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.3843
PDHB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07373
RBM45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18541
TAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.795
RAD54L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15742
PMC10602967-18_2023_4927_MOESM3_ESM.xlsx-DDX5_17_KD_HEK293-Unnamed_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10869
GSE258991_1_v_4_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PPARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.9286
ELL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08316
GSE187006_0_v_1_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
JUN::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.7987
POU2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.4839
SRF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4716
PPIL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05056
GSE185519_3_v_7_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
iron-sulfur cluster assembly complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.948
FOXA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.8465
GSE85880,GSE85881_4_v_2_tretinoin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOSB::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.3704
UQCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41146
FOXS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6578
GSE140997_2_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
MIB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75879
BDH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42396
GSE151412_2_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Molybdopterin cofactor (Moco) biosynthesis adenylyltransferase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.635
NEUROD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5316
TRIM36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00385
POU4F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.9931
CCNB1IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83755
PMC10602967-18_2023_4927_MOESM3_ESM.xlsx-MBNL1_KD_HFE-145-Unnamed_1_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE157894_2_v_0_cystine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MRPL14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.26972
CNIH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29217
RRP12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.50355
ANXA9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02644
CD2AP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15605
FOXO4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.3705
SLC25A28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36692
FLCN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43662
Pancreas	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.713379
PMC11772884-41421_2024_747_MOESM6_ESM.xlsx-8_DEGs_RUNX1-OE_vs_control-Gene_Symbol_RUNX1	Rummagene Transcription Factor Associations 2026	1.0	null
YIPF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6571
GSE143994_2_v_1_ythdf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF155	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10546
FOXA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5003
GSE119978,GSE180930_2_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF184	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.1629
TMEM97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98961
DDX51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06556
NINJ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3262
PMC8519939-41525_2021_248_MOESM5_ESM.xlsx-NFE2L2_V2-Ensemble_gene_ID_NFE2L2	Rummagene Transcription Factor Associations 2026	1.0	null
FOXC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.7023
ARRDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00976
RPRD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4668
CHST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70291
SMIM24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91678
PMC10592471-NIHMS1912771-supplement-7.xlsx-D-Enh_vs_AA-all_DE-D-Enh_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
ATP5PO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76476
Prostate gland	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.103
SHOX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.8352
TEAD4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.5177
GSE201409_1_v_6_coumarin_human	RummaGEO Drug Perturbation Signatures	1.0	null
JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.6279
GSE168798_0_v_1_isg15_human	RummaGEO Gene Perturbation Signatures	1.0	null
intermediate-density lipoprotein particle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.575
PAXIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46462
DCTN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.999
GSE210682_2_v_3_methadone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GGA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31096
Arid3b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.7401
POU6F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.203
H2AC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30935
NFIC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.0221
ZNF677	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.9152
GPSM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07384
ZIC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32686
GSE148321,GSE169423_0_v_1_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
C1orf56	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50078
PMC9980149-media-17.xlsx-Supp_Table_12_Bulk_Seq_CTH_KD_I-SUPPLEMENTARY_TABLE_12_Bulk_RNA-seq_results_of_invasive_fractions_from_GBM43_CTH_knockdwn_vs_GBM43_control_cells_invading_3D_hydrogels_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7884719-41598_2021_83348_MOESM3_ESM.xlsx-male_port-EGR1_1_EGR1	Rummagene Transcription Factor Associations 2026	1.0	null
MAT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26059
TP73	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4439
ZNF99	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36714
GSE193351_1_v_3_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BATF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.887
PMC9882185-media-4.xlsx-Neuron_KD-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7616986-EMS181817-supplement-Supplemenatry_tables.pdf-243-ZNF878_ZNF878	Rummagene Transcription Factor Associations 2026	1.0	null
PROM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06808
RFC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71087
TRAPPC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43829
FOSL1::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.198
ESRRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.5421
NCAPG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99011
Nkx3-2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.27
RAB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07079
CEP41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55848
MDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44617
MOB1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92489
FOS	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5928
TM2D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33648
UBE2J1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48044
DCAF16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75728
CPHXL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47514
ZMYND11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.36324
RHBDL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75729
TEAD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.1369
PMC7021771-41467_2020_14684_MOESM7_ESM.xlsx-CASZ1_ChIPseq_in_SMS-CTR_MEKi-Nearest_Ensembl_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE70935_2_v_4_cyfip1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Creb5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.4796
RANBP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39187
CCM2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74786
EIF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19318
GSE158834_10_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
Sox3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.2874
KIF13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33836
CZIB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43536
496100412_FWM_possible Alzheimer's disease_TBI_87_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.13353
496100376_FWM_probable Alzheimer's disease_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.841
GSE68925_1_v_0_fasudil_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9950457-mmc3.xlsx-AP2A_binding_sites_GRHL2_KO-LRRC32_GRHL2	Rummagene Transcription Factor Associations 2026	1.0	null
CACNG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.60716
Brain - Cerebellum	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.786622
HAND2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.6691
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-D_ATF4-def_vs_HCT116_Tg2-Supplementary_Table_2D_Contrast_ATF4-def_Tg_2h_vs_HCT116Tg_2h_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE193351_1_v_0_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DDX21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09039
PMC8423434-mmc7.xlsx-KLF4_HENSM-Genes_n_2172_KLF4	Rummagene Transcription Factor Associations 2026	1.0	null
LMX1A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.815
CITED1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02541
ZNF384	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	120.296
496100390_PCx_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.77194
TEAD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.8462
496100466_PCx_probable Alzheimer's disease_no TBI_89_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.20088
MEIS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.8695
RPS4Y1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40822
FOSL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.408
KCTD21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57171
ACBD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00683
Stat6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.9536
Stat5a::Stat5b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.8367
FOSL2::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.2853
MAF::NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.9275
APCDD1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10834
OCIAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.66366
TEAD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.9077
MXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.5677
GBA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13995
496100611_FWM_no dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.10954
KRAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25057
FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6916
SUMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.43279
GSE98898_8_v_1_hoxa1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-MECP2-fromNode_MECP2	Rummagene Transcription Factor Associations 2026	1.0	null
PPIE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28298
SPIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.8608
ZNF410	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.7424
HMGCL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16457
ZNF675	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1471
AASS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14675
NFS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61308
HOXD12::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.7512
PYGL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30739
HPF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09553
L3MBTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7246
POU3F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.44
GSE129241_1_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE233679_14_v_1_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12172627-NIHMS2085635-supplement-5.xlsx-E2F1_GENIE_Results-Unnamed_1_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6172843-13059_2018_1523_MOESM6_ESM.xls-Sheet1-Table_S5_mRNAs_variation_abundance_1_5-fold_in_YBX1-knockdown_BGC-823_cells_YBX1	Rummagene Transcription Factor Associations 2026	1.0	null
ERH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00485
GSE150072,GSE169209_6_v_9_qser1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19676
B4GAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44209
AMBRA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1485
TOR1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97292
GSE175787_11_v_6_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FAM200A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53267
496100416_FWM_dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.0534
IRF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.9925
NFIC::TLX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.8125
FOS::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1542
POMGNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79794
PMC7021771-41467_2020_14684_MOESM7_ESM.xlsx-CASZ1_ChIPseq_in_SMS-CTR_MEKi-Gene_Name_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
ATF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.2014
RPL15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39062
JDP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.6994
ETV5::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.2361
ZNF558	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	97.6214
GSE145249_0_v_2_ppm1g_human	RummaGEO Gene Perturbation Signatures	1.0	null
DDX49	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5477
ELMOD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26203
IRF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.25
Lef1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	29.0296
POU3F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.9234
GSE171179,GSE171181_0_v_1_e7107_human	RummaGEO Drug Perturbation Signatures	-1.0	null
nucleus	GO Cellular Component Annotations 2025	1.0	null
MAK16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57451
ITGB1BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57108
GSE161800_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE168401_1_v_3_harmine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE233679_14_v_9_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BTN3A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7059
Transcription factor TFIIA complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.834
BACH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.9959
GSE213410_2_v_3_calcitriol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
IMP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2614
GSN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11801
HINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69234
EIF4A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98056
GSE241402_0_v_1_prmt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SYNGR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16748
FOXC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.6768
BCKDHA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10992
NDUFS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42626
GSE233679_14_v_15_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Hmga1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.8082
GSE218060_7_v_6_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SNX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06551
ARL5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01082
NR1H2::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.36
Hnf1a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	31.6605
MDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08007
TRIP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81837
AP3D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06002
ANP32E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33478
IRF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2661
Stat5b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.717
Kidney - Medulla	GTEx Tissue Gene Expression Profiles 2023	1.0	4.47227
SOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.0058
CKAP2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01633
SIX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02343
GSE159678_6_v_2_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
DDX18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81994
NUP88	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16939
POLA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34871
GSE185519_3_v_2_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100367_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.64297
SERF1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11168
EEF1G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-7.82121
GSE258991_5_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HOXD9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.2755
GSE193993_5_v_2_sstr2_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF623	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.0716
CHAF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21182
FOXP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2467
HMBOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38701
GSE242083,GSE242098_3_v_5_med1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8519939-41525_2021_248_MOESM5_ESM.xlsx-NFE2L2_V2-Gene_name_NFE2L2	Rummagene Transcription Factor Associations 2026	1.0	null
ERVV-2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4722
YARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82637
NRROS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01503
GSE169205_4_v_7_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9314667-Table_1.xlsx-Regulons-IRF4_IRF4	Rummagene Transcription Factor Associations 2026	1.0	null
CCDC80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59512
PMC12179407-MCO2-6-e70261-s004.xlsx-up_TET3-KO_PQ_vs_Cas9_PQ-Unnamed_10_TET3	Rummagene Transcription Factor Associations 2026	1.0	null
GATA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.1699
ZC3H4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50421
FOXK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.7178
HNF1B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.2283
PMC10602967-18_2023_4927_MOESM3_ESM.xlsx-DDX5_17_KD_HEK293-Unnamed_1_AR	Rummagene Transcription Factor Associations 2026	1.0	null
KIF4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14618
GTEx Uterus 20-29 vs 50-59	GTEx Tissue-Specific Aging Signatures	1.0	5.69466
JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.6715
496100562_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.1207
GSE103122_0_v_1_puromycin_human	RummaGEO Drug Perturbation Signatures	1.0	null
RARA::RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.2109
SERPINE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31818
GSE158834_10_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
THOC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19337
RC3H1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13861
DGKE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3781
BATF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.9659
PMC9013128-NIHMS1795992-supplement-4.xlsx-SKmel147_ARID2_KO_Downregulated-Gene_name_ARID2	Rummagene Transcription Factor Associations 2026	1.0	null
OPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37821
GSE158834_10_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE150895,GSE150896_0_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GPKOW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19598
GSE102870_3_v_0_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
UBR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09696
DMRTA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.9482
MESD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75089
GSE158834_1_v_8_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
CEBPG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.8647
TCF7L2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.0301
Sox6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.2972
FOXE1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	58.5044
LSM11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55651
SIT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95897
TCTN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00089
PMC5352183-oncotarget-08-624-s009.xlsx-Table_S20-1_indicates_that_the_gene_is_both_a_TP53-MW_and_a_TP53-MSN_gene_in_the_correponding_cancer_and_0_indicates_not_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
TP53	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.8782
GSE216043_7_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE195559_8_v_1_notch1_human	RummaGEO Gene Perturbation Signatures	1.0	null
MLLT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29673
Mural cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.952
GSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.5766
PMC4026482-pone.0097702.s010.xlsx-LPS_1_8FC_3hour-Symbol_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
ONECUT1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.5438
PMC10363146-41598_2023_38681_MOESM1_ESM.pdf-373-TTF1_TTF1	Rummagene Transcription Factor Associations 2026	1.0	null
DDX39B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2289
GSE102870_11_v_0_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MSH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72918
GSE235066_4_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100495_FWM_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.26549
AP4M1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66808
ABCD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1215
TOPBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45249
TMEM65	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22739
RNA-directed RNA polymerase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.633
ZNF75A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.9047
PJVK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3795
GSE158834_1_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6405
PPP1R13B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14417
Transcription factor TFIIF complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.767
RPAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86767
RNF170	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.71153
EMC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01847
HPS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70206
C4orf46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1166
PHOX2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.3782
FOXB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.1128
RIMKLA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10024
TRMT61B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48874
RASSF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29789
MAFK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62052
GSE125219,GSE125221_4_v_2_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE258991_5_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SELENOO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48604
FOXD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.15
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-D_ATF4-def_vs_HCT116_Tg2-Unnamed_1_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-D_ATF4-def_vs_HCT116_Tg2-Unnamed_2_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF324	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.9438
ITGB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.40816
SOX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.0697
ONECUT3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	62.0148
PORCN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02534
PMC9882185-media-4.xlsx-Neuron_KD-ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
SLX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96502
PSMA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60098
RARA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.9468
GSE129241_4_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
Stat5a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.2889
PBX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.1817
GSE85880,GSE85881_4_v_1_tretinoin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE119978,GSE180930_6_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE137325_3_v_0_copanlisib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193258,GSE193259_9_v_0_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FLI1::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.678
P4HTM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11065
CYP26A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38554
GSE175787_11_v_2_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CPTP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65263
USP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30981
AGAP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57787
RNPEPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27007
DRGX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35369
FOXD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.018
ZNF354C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6875
GYG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13095
TCF7L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.0197
ARGFX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.2768
DMRTC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0002
ZNF157	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.2071
MIS12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49682
ZBTB37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14525
Nr1h3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.6722
FOS::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.6095
STK36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.96753
GCNT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84735
PMC8102197-41375_2021_1146_MOESM2_ESM.xlsx-genelists-MOLM13_ChIP_DOT1L_VTP_Dn_150_Krivstov_et_Al_DOT1L	Rummagene Transcription Factor Associations 2026	1.0	null
TIGD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09641
TAX1BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2569
GSE197850_4_v_3_glucagon_human	RummaGEO Drug Perturbation Signatures	1.0	null
BARX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0651
DUXA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.2204
MED9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96694
Viral RNA-directed RNA polymerase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.694
RORB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.0472
PRDM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3955
GSE140937,GSE140938_0_v_2_slfn11_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE57871_1_v_12_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HOXC10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0576
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.3978
BRF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23497
CCDC92B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96158
SERPINB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36016
GSE119978,GSE180930_6_v_7_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.6968
Heart - Left Ventricle	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.870853
BICRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49341
GSE125219,GSE125221_4_v_0_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BATF::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.9423
PAFAH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17344
GSE233679_14_v_4_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SOX13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8952
SOGA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66905
ZDHHC24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43499
MAD2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74112
ANKRD27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80227
USP37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14418
FOXL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.6334
LMX1B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.9282
GSE195568_3_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Perinuclear region of cytoplasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.835
TOX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.0421
POU2F1::SOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.2071
MGA::EVX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.9333
FOXP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.167
CAPZA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.77809
PMC9314667-Table_1.xlsx-Regulons-ETV4_ETV4	Rummagene Transcription Factor Associations 2026	1.0	null
RARA::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.7391