association	dataset	threshold value	standardized value
DFFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03951
GSE217405_0_v_1_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210655_3_v_4_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF471	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49761
DR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66949
LRP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90208
GSE242367_1_v_0_dpp9_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Dux	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.6981
Cortical surface area (min-P)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.65229
DNM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95115
JDP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.4312
MRPS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73969
FOXD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.9215
ENSG00000284691	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30719
GSE102675_2_v_1_atf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MT-CO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78704
ACSS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99309
EPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96055
CABLES1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9927
FOSL1::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.1465
OCRL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23864
GSE211126_1_v_0_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TACSTD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77875
Nr2e3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.0435
ACAD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3749
MEF2D	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.1923
GSE113734_1_v_2_qprt_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ITPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34052
DCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31563
GSE234289_4_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE88819_6_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TAF6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.286
NAPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75783
GSE152432_9_v_0_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF138	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06558
GSE255432_6_v_2_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NAA60	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49021
496100358_HIP_no dementia_TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.8176
GLS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90483
RRAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40371
RUNX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6744
PDCD6IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34597
NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.8081
CTNS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72746
PPARA::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.6841
PRUNE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44915
GPR143	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07136
NASP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28812
SLC6A8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62969
TEAD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2977
KRT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.319
MDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44617
Estimated glomerular filtration rate in non-diabetics	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.9
BATF::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.4163
UBE2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63733
ZNF354B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55048
VSIG10L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35089
PDCD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36035
EXOSC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90244
IRF2BPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09493
Nfatc1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	31.2899
ZNF75D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74617
TUG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89323
CDYL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05073
FOS::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.0809
GSE152432_5_v_2_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NR1D2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.5768
BAG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77792
GSE122215,GSE122217_0_v_2_peg10_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BACH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.8352
ZMAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71306
PURA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2762
ARF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72964
RPL18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08194
DCHS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45654
ARHGAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37029
FOXS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35934
PMC7021771-41467_2020_14684_MOESM7_ESM.xlsx-CASZ1_ChIPseq_in_SMS-CTR_MEKi-Nearest_Ensembl_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
TMEM126A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91048
SPCS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7594
GSE88819_1_v_2_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE111247_0_v_13_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
RBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55584
ZDHHC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96565
GSE183994_1_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Irf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	42.4549
TMEM248	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23288
HNRNPAB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.35582
ZSCAN16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.5343
CREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.8795
SHPRH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01081
Ascl2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.0923
SLC22A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74698
Sox5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.1129
PYCR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.01503
MARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95759
GSE217115_3_v_0_alectinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZBTB37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04218
NAGLU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24471
TXN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75591
ZNF274	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.8377
BICD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06204
APBA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73436
Rarg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	48.5894
DNAJA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83046
SMPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66886
PMC6879454-Data_Sheet_1.xlsx-AA_disease-Unnamed_4_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE135514_8_v_6_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TMEM14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77881
PPP2R2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20969
LTA4H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0555
FOXL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6162
496100450_HIP_no dementia_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.8758
ASCL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43215
496100420_PCx_probable Alzheimer's disease_no TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.08054
TRAF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50551
TGIF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.7101
MRPL16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6804
TUT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15192
MEIS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92785
RREB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6995
RAG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43237
TNNI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1451
NUDT22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46131
CPEB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67631
SF3B4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38846
TSPAN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06693
KCNIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27456
FOXC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.3844
KBTBD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49344
FOSB::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.0178
CCDC28A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14572
ALKBH8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10453
496100576_HIP_dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.64512
GCH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84082
SCARB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89102
PMC6932815-ppat.1007634.s015.xlsx-ST5_DGE_ELF1-R8AvIFN48-mock_lfc-external_gene_name_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
ATF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.7281
KLF9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	64.5925
GSE179036_1_v_0_trim24_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_7_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PDIA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2039
TGIF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.9208
Nfatc2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	42.1
TCEA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28581
FOXH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.7304
STK36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96753
SIX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35075
GSE145249_0_v_2_ppm1g_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9124206-41419_2022_4940_MOESM8_ESM.xlsx-DEG_PACA-CA-geneName_PTF1A	Rummagene Transcription Factor Associations 2026	1.0	null
OXTR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25502
EID3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82615
CREBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5563
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.6088
GDE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78109
FAM220A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90492
Brain morphology (min-P)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.0
NOL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.9248
TP53BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82255
TMEM8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.42162
NDUFS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91066
ZBTB24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53074
496100435_TCx_probable Alzheimer's disease_TBI_88_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.06883
MSANTD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.2882
ABHD17A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4919
HELT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53669
GSE172494_3_v_1_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ARHGEF39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79003
PMC6932815-ppat.1007634.s015.xlsx-ST5_DGE_ELF1-R8AvIFN48-mock_lfc-ensembl_gene_id_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
TMEM121B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98126
TPRX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42388
ZNF551	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73601
SAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08863
FOSL2::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.8736
GSE84922,GSE84924_4_v_1_sall4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HOMER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61323
Spi1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	54.9019
FAM117A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42889
GSE241622_1_v_0_ythdc2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
THOC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11415
ZNF540	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12236
BOK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95923
RNF213	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95653
496100465_HIP_possible Alzheimer's disease_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.64892
PMC11282827-40659_2024_524_MOESM5_ESM.xlsx-NR4A2-sequence_name_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
CCDC107	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11529
SHARPIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50295
PMC8379183-41467_2021_25326_MOESM9_ESM.xlsx-SALL4_unique_peaks-Unnamed_14_SALL4	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF175	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30722
FOSL1::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.209
JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.2144
Estimated glomerular filtration rate	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.71549
DLX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24545
NAA10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14553
GTF3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90221
GSE157894_1_v_0_cystine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRDT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05565
Stat5a::Stat5b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.9743
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Def_End_D4_GATA6-dependent-SYMBOL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
PSMA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55069
ZNF783	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.46874
CPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00659
Sox7	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.6331
PGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00628
GRIK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49626
CCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52076
CIAO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76395
SOX14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4567
DDI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04298
MRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47498
Heel bone mineral density	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.45229
CALML4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66297
SAMD14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22437
POGZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97315
GSE157960_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE221577_3_v_0_pik3r1_human	RummaGEO Gene Perturbation Signatures	1.0	null
LACTB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29081
CEP85	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35077
SYNM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51342
PMC11530610-mmc3.xlsx-WGCNA-GRHL2_GRHL2	Rummagene Transcription Factor Associations 2026	1.0	null
BHLHE22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37979
NR1I3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1217
ZNF304	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74218
MICAL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03298
DNAJC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71075
GATD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04696
496100575_PCx_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.05656
AGAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53959
TEAD4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3255
ZSWIM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05762
RHOQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70372
GSE200687,GSE200688_1_v_0_sox15_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
POU2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.1634
PGPEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48326
ZNF705D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79553
GFUS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30239
CRTAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10523
Erg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.4954
OLIG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0809
496100422_TCx_dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.20052
SOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.7075
NKX2-2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.5355
GSE239844_4_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58551
GSE165647_6_v_3_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
R3HDM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68173
PMC7021771-41467_2020_14684_MOESM8_ESM.xlsx-CASZ1_specific_peaks-Gene_Name_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
ATP1A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96586
LRRC8D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45412
TMCO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92803
GSE217694_3_v_2_pold1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NAA16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73448
MEF2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.197
PMC6744561-41467_2019_12125_MOESM7_ESM.xlsx-Normal_309_TCF7_rep1_sorted_pea-Gene_Name_TCF7	Rummagene Transcription Factor Associations 2026	1.0	null
PSPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88854
CBFA2T2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12118
F8A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9238
HNRNPLL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21709
MAF::NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.9046
ZNF561	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99818
F2R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89496
GTEx Vagina 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	1.0	3.40613
PMC7773934-Table_1.XLSX-Table_S2-Supplementary_Table_2_TBX22_co-expressed_genes_detailed_results_TBX22	Rummagene Transcription Factor Associations 2026	1.0	null
ZRANB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54555
CYBA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64775
SSNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18739
TBX20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12984
MGRN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5081
SET	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8673
GSE183994_3_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CENPC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15437
S1PR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66414
GSE88819_5_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TBR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2979
Mafb	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.1016
CDC42SE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61871
MBNL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91583
CTNND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73377
GSE87862_0_v_1_mov10_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
C21orf91	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.399
Atoh1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.5244
REL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.7059
CNN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77791
ZNF408	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36166
Intraocular pressure	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.9
DMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51666
ALKBH7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34428
Elf5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	40.5694
NR1H4::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.8689
BRD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59535
C2orf15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92296
ZFP90	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5192
GLYR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46262
ZNF33B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01079
MSI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45606
KHDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22058
RAB31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74313
EPS15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86855
GSE205163,GSE205164_3_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF558	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	109.015
TP53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37498
GSE158458_2_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
IRF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22513
JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.6585
CIAO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87359
DUXA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.632
Six3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.186
GSE88819_1_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PBX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.1035
TSHZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42932
TMX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32482
CDH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.755
PPP4R3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69155
P2RY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41545
SYT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66835
TPD52L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06997
ZNFX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19589
CLP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15946
KLHDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66589
MRPS9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59963
MAP3K1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04707
CDO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48134
496100539_HIP_probable Alzheimer's disease_TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.65733
GSE191105_2_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BHLHE23	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.9473
VCPKMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84921
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	-2.37131
CTDSPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11292
H2BC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08968
RUNDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61041
GBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22331
HINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78723
ARFGAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1525
PARN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72239
MLH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72213
CARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77059
SATB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3661
METTL17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3989
GAA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2612
Subcortical volume (MOSTest)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.0699
ELAC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13599
TBX15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91655
PTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87933
ZC3HC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84653
RAD51AP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89282
GSE111247_14_v_6_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
TTLL13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42308
GATA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08335
EML4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3767
NR4A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07529
RASSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48746
ABCD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95509
CAMK2N1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4047
KDM5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40401
PKNOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.1746
CFAP20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65209
KLF16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56818
Sox17	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.5372
TRIM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01051
MRPL20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8438
ZSCAN4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	89.381
TRIM27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6881
ARID5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77137
SNAI3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6337
MLX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31795
LRIG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84844
ALS2CL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71627
ASB13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42224
GSE111247_14_v_13_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
CHMP1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95993
GSE88819_0_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE130864_0_v_1_tincr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NR1D1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	58.6494
DDIAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06449
C2orf74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60171
FOSL2::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.6688
ANKRD49	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84696
MICU2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81631
MAT2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38198
NFX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91138
H6PD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65759
ZNF24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.6743
RORB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8067
PPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57542
CYP26A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13508
PLS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35146
Foxf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.8223
CBY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97427
UNC50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39924
ALCAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.662
EMC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62872
CD99	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25459
Nfat5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	59.6039
GSE205163,GSE205164_2_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
RHOB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92174
PMC6599263-13073_2019_654_MOESM2_ESM.xlsx-CAR1_tsv-gene_name_NR1I3	Rummagene Transcription Factor Associations 2026	1.0	null
PITX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.0959
PMC11588066-pnas.2410331121.sapp.pdf-136-BHLHE41_BHLHE41	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF250	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75837
HNRNPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69445
ATP1B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26008
KIF13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.91178
SLC25A33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.207
CFAP298	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50696
SARAF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76214
DEDD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66932
NFYA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4562
SBK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36211
SREK1IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11414
NEUROG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.6156
PABPN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72263
KMT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31571
PKP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85391
BACH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.2669
EPN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20951
PPARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.3929
HBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34311
SETD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97153
MVD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40365
TBX18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6434
PAN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29069
PMC9601604-NIHMS1841143-supplement-SuppTable-2.xlsx-FOXO3-specific_targets-FOXO3-specific_targets_1218_FOXO3	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8212786-DataSheet_4.xlsx-CESC-ZBED3_ZBED3	Rummagene Transcription Factor Associations 2026	1.0	null
PCDHB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78783
Cortical thickness (MOSTest)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.91549
NEUROG2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.0298
COQ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73815
ZNF710	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7631
GSE210655_3_v_7_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ADNP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46339
Cortical surface area (MOSTest)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.1301
TRIM33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35081
CARD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75335
RELA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.6667
MAFG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74579
KCTD12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50772
PFKM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78668
COPE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87667
Stat4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	38.2492
THG1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.6565
ERBB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5018
SOX8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.7529
ZNF735	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03014
CX3CL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00015
NOTCH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.191
GSE128099,GSE128159_3_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MAFK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.7001
496100363_TCx_no dementia_TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.53804
WDR86	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87302
PMC8379183-41467_2021_25326_MOESM9_ESM.xlsx-SALL4_unique_peaks-Unnamed_15_SALL4	Rummagene Transcription Factor Associations 2026	1.0	null
NUMBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33373
POLR2I	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50023
ZBTB21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40322
CDK17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.825
NR4A2::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.8723
GSE111247_0_v_6_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
Nkx3-2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.0379
Stat6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.2414
TMEM160	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66574
GSE174586_0_v_1_slc4a11_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ARID3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11085
GSE134029_3_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
VEZF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7305
ACTN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06893
FOSL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7033
NDUFA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01001
ASIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0026
PMC7021771-41467_2020_14684_MOESM8_ESM.xlsx-CASZ1_specific_peaks-Nearest_Ensembl_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
NRIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15024
GSE180525,GSE180528_1_v_3_tbx3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE242367_1_v_0_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TGIF2LX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.3651
GSE218580_1_v_2_fentanyl_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PPARA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38089
RFX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.941
RENBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74642
TMEM199	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68251
MAPK8IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01134
ASAH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74936
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Def_End_D4_GATA6-dependent-ENSEMBL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
496100372_HIP_dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.19383
WDTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52389
BNC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4093
NKX2-8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.69
CERS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49463
CSDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57874
GSE186287_1_v_3_ufm1_human	RummaGEO Gene Perturbation Signatures	1.0	null
NDUFB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57415
FOS::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.4524
POU2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.0408
GSE165647_6_v_7_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NR2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.1157
POU5F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.6573
CDX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3589
IFNAR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30471
NUAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60304
NAP1L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64736
ASMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44095
CKAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.45398
GSE88819_1_v_4_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CENPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87922
RHOXF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.4733
BATF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.8887
CCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09899
RORA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.4311
DUX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.4643
496100480_HIP_no dementia_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.23243
GSE239844_8_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TXNDC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42981
FOSL1::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.365
MAML1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19806
NR2F6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.0908
SVIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17533
YBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67625
FOXF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50464
PDE7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91809
APRT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59319
RAB11FIP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01014
RASA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81222
NR2F6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2122
MSH5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19412
SNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11132
DOK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96344
ACBD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73878
RANBP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07114
Foxo3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.338
ING1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61736
PLA2G15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14335
CCDC71L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76036
PIGP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36757
LRRC37B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34137
TDP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66024
GPR25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34926
TST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67769
LDHA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70549
HOXB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68515
SPRYD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43304
SPTY2D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78526
ATRAID	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28415
SEMA7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76293
CUL7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44457
SMAD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.62336
TP63	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.1553
SLU7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.28438
DGKQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57589
TGIF2LY	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.5088
Subcortical volume (min-P)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.9301
DEXI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21949
SIRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90128
FOSL2::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.0584
TRPC4AP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2479
OLIG3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.5071
GSE140576_0_v_2_plag1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TNK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17189
AK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.956
Stat2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	102.364
ERFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41828
GALNT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01449
PMC9124206-41419_2022_4940_MOESM8_ESM.xlsx-DEG_PACA-CA-ID_PTF1A	Rummagene Transcription Factor Associations 2026	1.0	null
ATOH7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.55
RCE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.47132
MT-ATP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31003
GNAZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50973
PMC5058748-oncotarget-07-31177-s002.xlsx-ZNF224_gene_peaks_promoter-Table_S3_Genes_that_contain_a_ZNF224_enriched_region_within_1_kb_of_the_transcription_ZNF224	Rummagene Transcription Factor Associations 2026	1.0	null
TBX20	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.6292
DUS4L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59294
CDK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79561
STAT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67922
GSE191105_2_v_4_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE192771_2_v_3_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FRAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64051
Brain morphology (MOSTest)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.0301
ACTRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4148
POU1F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74068
NFE2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01562
TNKS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53593
PCDH18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03895
FOSL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.9466
TCF7L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58384
BTBD18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71501
DCAF12L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05593
ESRRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.9297
FANCG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58305
KHDC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41985
SLC9A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59097
PMC5095001-oncotarget-07-36293-s002.xlsx-Table_S2-Table_S2_MYCN-correlated_genes_and_their_correlations_with_other_transcription_factors_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
S100PBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06672
STX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20183
PMC7021771-41467_2020_14684_MOESM7_ESM.xlsx-CASZ1_ChIPseq_in_SMS-CTR_MEKi-Gene_Name_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
BATF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.1975
ESRRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.1186
MEIS3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.9316
PLD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94431
AHDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73785
GSE144919,GSE145177_1_v_0_dazl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF445	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15565
GSPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22108
DAPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43076
USP38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78711
Tbx6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.7777
SOX12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.869
GSE114883_1_v_4_romidepsin_human	RummaGEO Drug Perturbation Signatures	1.0	null
RAP1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95518
LONP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45774
NR6A1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.5128
DSTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60181
AK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20108
496100584_HIP_probable Alzheimer's disease_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.01789
SCO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40257
DNAJB14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21288
GSKIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36269
LRATD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74053
LEO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.43212
SLC25A44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10241
NOLC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81065
ELP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58008
DDIT4L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59285
SCARF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13478
OSBPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74484
GSE191105_0_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ESR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68699
GSE171180,GSE171181_0_v_1_e7107_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9941047-41591_2022_2163_MOESM3_ESM.xlsx-ST12-Unnamed_1_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6713698-109_2019_1809_MOESM2_ESM.xlsx-AR-PCOS-Gene_List_AR	Rummagene Transcription Factor Associations 2026	1.0	null
SOX13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.8493
GLUD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77879
INTS11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92783
MEF2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.9681
JMJD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01342
RP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1202
FOXD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0189
FOS	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.2585
MEIS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.9218
TEAD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.1943
ULK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75557
INSR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39571
OAZ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55022
GSE217405_0_v_1_osimertinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Stat5b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.1717
VARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70785
SOX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33137
GSE239844_6_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FXYD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27057
LHX6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4789
LIPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85294
NKX2-3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0161
EID2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.39032
RTN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35405
NSUN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90969
VAV2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50157
FEZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14924
AJUBA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21569
KCNE5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28613