association	dataset	threshold value	standardized value
EMX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.1915
RBM28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13269
GSE121198,GSE129779_0_v_1_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE195663_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Meloxicam_SNU-1	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.00953727
TAK-733_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0273908
HES6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.4635
496100321_HIP_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.11004
GSE235066_4_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Phenytoin (sodium)_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0137988
GSE165560_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
NOB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9819
RPLP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65557
GSE88819_6_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GRHL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20566
NR1D2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.3666
DCK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65705
GSE173201_2_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
MDK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86016
PMC4905481-oncotarget-07-11397-s002.xlsx-Pinin_KD-Unnamed_1_AR	Rummagene Transcription Factor Associations 2026	1.0	null
INTS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36072
GSE135514_8_v_3_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MRPS33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1541
DDI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.12967
GSE158834_10_v_6_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE183176_0_v_1_glutamine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF317	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.9139
PITX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.7062
PKNOX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.9047
NPPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70572
STOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67282
NR1D1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.3214
MPZL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4994
USF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3023
Nr2e3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.9565
Meloxicam_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0561175
NG25_A-427	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.00679162
OTX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.5418
DHX37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56519
MAD2L1BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24141
PMC7378211-41598_2020_69015_MOESM3_ESM.xlsx-EWS-WT1_rep1_testp-7_annotatedp-Gene_Name_WT1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7397849-supp_gad.338681.120_Supplemental_Table_S3.xlsx-S3M_Peaks_YAP1MAMLD1_TEAD4-Unnamed_14_TEAD4	Rummagene Transcription Factor Associations 2026	1.0	null
TOR2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82032
TLX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2522
UNCX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.682
MTARC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70108
Nfe2l2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	37.2824
GSE231524,GSE231526_0_v_1_dusp6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF195	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11637
COCH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32832
GSE206400_1_v_2_nusinersen_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE135309_0_v_1_tcf7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Hic1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.3229
MEF2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.7171
NFYB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2623
AZD2858_LOX-IMVI	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.029966
GSE60217_1_v_2_inosine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Progressive myoclonus epilepsy	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.007
STON1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26173
Piroxicam_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0113641
DHX33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04194
Rarg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	57.4483
PMC11093744-41592_2024_2172_MOESM3_ESM.xlsx-ELP-genes_NR5A1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE160817_3_v_6_slamf6_human	RummaGEO Gene Perturbation Signatures	1.0	null
ONECUT3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	111.175
PMC12824906-mmc5.xlsx-Sheet1-Table_S4_Target_genes_of_FOXM1_and_their_expression_across_the_subtype_of_breast_tumors_FOXM1	Rummagene Transcription Factor Associations 2026	1.0	null
Berbamine (dihydrochloride)_HCT15	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	-1.0	-0.0670811
THAP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.3214
chr17_43173473_G_A_b38	GTEx eQTL 2025	1.0	2.75929
GSE135514_8_v_0_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NPIPB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88345
GNRH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36057
Nevirapine_A549	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0136639
AZD2858_A-427	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0270862
Variable age at onset electroclinical syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.0
SMN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90931
GSE145249_0_v_3_ppm1g_human	RummaGEO Gene Perturbation Signatures	1.0	null
Meloxicam_HT-29	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0176905
496100494_HIP_no dementia_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.47894
AZD2858_NCI-H2030	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.014277
PITX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.4634
METRNL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54771
GSE210101,GSE210114_1_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
Mecom	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	38.0
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Gene_Name_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
MEF2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.9561
BNIPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81839
PMC11063202-41420_2024_1940_MOESM2_ESM.xlsx-THP1-EP300_KOvsNontarget-gene_id_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
RRP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39063
GSE164494_1_v_2_angiotensin ii_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE119978,GSE180930_6_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Fluvoxamine (maleate)_A-427	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0228906
chr17_43367777_G_A_b38	GTEx eQTL 2025	1.0	1.43472
496100457_TCx_dementia_TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.32435
USP35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51316
MSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.1546
EEF1G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	9.0061
ALG10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01853
PAX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.9951
ZNF263	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	58.4289
CNOT6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55144
TBX19	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8452
FNTA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32731
STEAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04018
Six4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	38.3626
TPSG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08659
RARB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.8002
PMC5474565-onc2016488x2.xlsx-Table_S4_MLL_Target_Genes-THP-1_MLL-AF9_target_genes_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
FOXC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.5078
EXOC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70333
ATF7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.799
ZBTB18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6478
GSE185519_4_v_2_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7397849-supp_gad.338681.120_Supplemental_Table_S3.xlsx-S3M_Peaks_YAP1MAMLD1_TEAD4-Unnamed_11_TEAD4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE238005_0_v_3_c9orf72_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216043_7_v_6_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SF3A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47493
MSX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5209
SNAI3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2581
NVL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69644
JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.6345
TBXT	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9038
Neutrophil count	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.2699
GSE182680,GSE182683_5_v_13_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
DRGX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.1334
AZD2858_HCT15	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0167974
MSX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.221
GSE221577_1_v_5_pik3r1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DNAJC24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.46276
PDIK1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19769
VIRMA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2249
PMC7818749-12931_2021_1617_MOESM1_ESM.xlsx-TBX4-SYMBOL_TBX4	Rummagene Transcription Factor Associations 2026	1.0	null
TBX15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4496
PMC7378211-41598_2020_69015_MOESM3_ESM.xlsx-EWS-WT1_rep1_testp-7_annotatedp-Nearest_Ensembl_WT1	Rummagene Transcription Factor Associations 2026	1.0	null
496100452_HIP_possible Alzheimer's disease_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.27879
CDK5RAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28328
Foxj3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	63.2805
GSE135030_8_v_1_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZKSCAN3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.1429
ANAPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33777
GSE223893_1_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29495
GSE135514_8_v_6_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MEF2D	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.28
DNALI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05918
GSE210580_0_v_1_rag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE201239_0_v_7_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
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
CYFIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45773
MATK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52473
Berbamine (dihydrochloride)_LOX-IMVI	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0121296
496100453_HIP_possible Alzheimer's disease_no TBI_88_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.35392
Nevirapine_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0582694
MVK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60962
GSE77108_6_v_7_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RMC-6236_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0275514
GSE210101,GSE210114_0_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
HARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20263
Pentamidine (isethionate)_HEC-1-A	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0369012
PMC10123531-NIHMS1874945-supplement-Table_S7.xlsx-SOX17_BCAT_4TCFKO_peaks-Gene_Name_SOX17	Rummagene Transcription Factor Associations 2026	1.0	null
ELF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.8103
FOSL1::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.1235
Berbamine (dihydrochloride)_SW48	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	-1.0	-0.030647
FAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14511
CCDC78	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25854
NR1I3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0304
GSE191105_2_v_4_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Atoh1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	29.0136
TMEM109	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00459
JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.5082
chr17_43173003_T_C_b38	GTEx eQTL 2025	1.0	5.28564
ZNF282	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25705
BET1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62185
IST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19935
PPP1R16B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52768
FOXL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74386
GSE109140_0_v_3_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
chr17_43321215_T_C_b38	GTEx eQTL 2025	1.0	1.09629
PMC9992472-41467_2023_36735_MOESM7_ESM.xlsx-SOX11_ChIP_in_IMR-32-Unnamed_12_SOX11	Rummagene Transcription Factor Associations 2026	1.0	null
AGXT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6315
ATF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.6099
GSE195503_3_v_2_progesterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC11426526-ppat.1012555.s014.xlsx-DEG_DC_C91-PL_LPS_vs_DC_Jurkat-DEG_MDDC_C91-PL_LPS_vs_MDDC_Jurkat_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE195503_3_v_0_progesterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PSMG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17051
496100612_HIP_no dementia_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.01907
PMC11426526-ppat.1012555.s014.xlsx-DEG_DC_C91-PL_LPS_vs_DC_JK_LPS-DEG_MDDC_C91-PL_LPS_vs_MDDC_Jurkat_LPS_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
CFAP119	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47891
PAX6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.1628
GSE119978,GSE180930_2_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
USP12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22561
CAMSAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27397
PRDM8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32539
ZFP14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	75.0406
PMC6499311-supp_gr.243345.118_Supplemental_Table_S8.xlsx-S8E_Het1A-GATA6_2d_5x_open-Gene_Name_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
Fluvoxamine (maleate)_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0380347
496100651_FWM_probable Alzheimer's disease_TBI_83_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.49127
RAX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6602
PMC9992472-41467_2023_36735_MOESM7_ESM.xlsx-SOX11_ChIP_in_IMR-32-Unnamed_13_SOX11	Rummagene Transcription Factor Associations 2026	1.0	null
Runx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.26
ETV5::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.0955
ALX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.7442
Bach1::Mafk	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	40.4211
PMPCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.7951
JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.874
BRCA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52531
GSE186647,GSE217287_1_v_3_hnrnpc_human	RummaGEO Gene Perturbation Signatures	1.0	null
MYF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.3694
Osimertinib (mesylate)_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0256022
Pentamidine (isethionate)_A-427	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0235764
AATF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07826
PSMD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57071
DIPK2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13368
HOMEZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13233
PMC8191339-mmc1.xlsx-Table_S3_DE_genes-LPS_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
Gestational trophoblastic neoplasm	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.029
Rarb	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	49.4918
TET3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13236
PMC5895607-41388_2017_42_MOESM4_ESM.xls-geneNames-Extended_Data_3_Gene_list_of_SRC-1_targets_which_contain_STAT1_binding_motifs_from_LY2_cell_RNAseq_data_STAT1	Rummagene Transcription Factor Associations 2026	1.0	null
AZD2858_HT-29	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0180438
APLP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36581
Mammary ductal carcinoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.416
MBTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62532
Pentamidine (isethionate)_NCI-H2347	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0043582
GSE148510_1_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZSCAN31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26499
MDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00065
GSE237053_1_v_0_comt_human	RummaGEO Gene Perturbation Signatures	1.0	null
Nevirapine_CFPAC-1	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.010701
496100409_FWM_no dementia_TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.3589
496100474_FWM_possible Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.4174
GSE186440,GSE186443_0_v_5_daxx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Nevirapine_AN3 CA	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0416058
TUBA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-6.15339
EHF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35762
FOSB::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.4419
GSE135514_8_v_7_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
AZD2858_LoVo	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0127649
NOLC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18333
CDC42EP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34956
GSC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2711
ARF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26
GSE216043_10_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
EN1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8514
PMC11602576-mmc11.xlsx-ST12-Table_S12_Output_of_mash_model_of_milk_and_GTEx_eQTL_effects_Related_to_Figure_2_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
Nevirapine_SK-MEL-2	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0300194
ERF::SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.5897
FHIP1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83906
Nevirapine_CHP-212	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0129561
Elagolix sodium_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.014805
SLX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96502
PMC10800016-table_s5_20230913_ddad186.xlsx-FvsC_-_DUX4_I-Unnamed_1_DUX4	Rummagene Transcription Factor Associations 2026	1.0	null
HIRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66282
AZD2858_AN3 CA	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0304476
SGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32608
FOXC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.6559
GSE180185_7_v_1_setbp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Foxj2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	52.5158
GSE253795_1_v_0_alkbh5_human	RummaGEO Gene Perturbation Signatures	1.0	null
WDR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28378
CSNK1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71227
VCP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5716
GSE217378_2_v_0_lin28b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RBM17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02571
GTEx BloodVessel 20-29 vs 40-49	GTEx Tissue-Specific Aging Signatures	1.0	5.92705
GTEx AdrenalGland 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	1.0	3.73746
CORO2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11883
PMC11063202-41420_2024_1940_MOESM2_ESM.xlsx-THP1-EP300_KOvsNontarget-gene_name_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
SCRT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.8402
PRRX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6676
Stat2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	203.708
CREM	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.351
GSE70935_1_v_0_cyfip1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
AZD2858_HEC-1-A	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0354115
ANLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58428
PMC11912729-12967_2025_6368_MOESM1_ESM.xlsx-S5-S5_Identification_of_Genes_Causally_Linked_to_IPF_through_MR_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE139455_2_v_5_stat3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_10_v_6_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE119978,GSE180930_3_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOXE1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	124.118
FKBPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05518
GSE101537_1_v_3_neurog3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Nevirapine_NCI-H2030	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0175347
GSE197571_3_v_1_foxm1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SIX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9621
NFKBIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15968
TWIST1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9558
Hoxa13	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	29.1813
HAND2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.6934
chr17_43174491_A_G_b38	GTEx eQTL 2025	1.0	2.03538
GCM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.0676
STRA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8907
NKAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00547
GSE173201_0_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
AZD2858_SW48	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.014148
GSE139455_7_v_6_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100391_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.62986
ADSL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14319
H2BC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8894
GSE154577_7_v_10_plagl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RUNX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5041
496100330_PCx_possible Alzheimer's disease_no TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.13075
GSE216043_10_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
POMP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43479
GSE168604,GSE183859_1_v_0_selumetinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF708	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1896
ATF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.3455
GSE206226_2_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GMEB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34133
FOXD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	157.377
NUDT15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38321
Nevirapine_SW1417	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0137384
LBX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5256
DPYSL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06295
GSE235066_7_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Cyclosporin A_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0229783
ZNF384	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	193.019
ALKAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77394
TGIF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.2659
YTHDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42542
RAX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3196
ENTR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43211
PYCR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09245
SLC2A8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32048
PUS7L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8546
GSE114232_8_v_6_mavs_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148252_8_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Gli1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.3475
ZNF329	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.103
GSE199255,GSE199356_3_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TUBG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39878
PMC9327205-11658_2022_358_MOESM7_ESM.xlsx-K562-BP1-Symbol_1_DLX4	Rummagene Transcription Factor Associations 2026	1.0	null
SOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08093
AZD2858_SW1417	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0318579
GSE112860_3_v_4_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
VENTX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.478
STRBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08817
Meloxicam_HCT15	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0382177
PAX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.782
Pentamidine (isethionate)_C32	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0203828
Berbamine (dihydrochloride)_SW1417	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0212693
GSE111247_2_v_7_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
MEF2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.5571
Esophagus - Gastroesophageal Junction	GTEx Tissue Gene Expression Profiles 2023	1.0	7.16228
TBX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9471
GSE213228_1_v_3_irak2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE236228_0_v_1_penfluridol_human	RummaGEO Drug Perturbation Signatures	1.0	null
PIEZO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03783
ZNF667	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1629
PMC12663032-mmc7.xlsx-Supp_T6-Supplemental_Table_6_Dual_treated_vs_vehicle_treated_MSC_top_DEGs_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
PMC5474565-onc2016488x2.xlsx-Table_S6_MA9_Enhancers_-_Genes-Genes_Closest_to_MLL-AF9_enhancers_within_the_same_TAD_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
PBX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.135
NSRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53909
PBX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9138
496100477_HIP_no dementia_TBI_89_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.34371
GSE200839,GSE233826_3_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
HSPA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32775
RARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.8186
GSE135514_2_v_0_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ACTR1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73986
Breast invasive ductal carcinoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.427
PCNP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34039
TBX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.5108
SNAI2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.79
PMC5651844-41467_2017_1173_MOESM7_ESM.xlsx-ZZZ3_ChIP-seq_peaks-Unnamed_7_ZZZ3	Rummagene Transcription Factor Associations 2026	1.0	null
ESS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38311
CREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.5806
COPB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59555
Rimonabant_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.025392
PMC11185845-NIHMS1996282-supplement-Table_S1.xls-TableS1_txt-CB_TBL1XR1_KD_AR	Rummagene Transcription Factor Associations 2026	1.0	null
AZD2858_HS-578T	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0173885
TNFRSF13C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16367
GSE130396_8_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55498
CREB3L4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.104
PMC9170821-JCMM-26-3183-s001.xlsx-Neu_DAPI_ERG_VaD_vs_NC-Gene_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
GSE220520_5_v_7_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PKNOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4852
PMC4728380-ncomms10153-s8.xlsx-MYC_binding_intensity_ALL-Unnamed_15_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
Berbamine (dihydrochloride)_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	-1.0	-0.0474209
496100622_HIP_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.2514
GSE164494_1_v_2_rab22a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC5474565-onc2016488x2.xlsx-Table_S4_MLL_Target_Genes-MV4-11_MLL-AF4_target_genes_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
RHOXF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8863
Meloxicam_A549	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.012034
Dmrt1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.0303
GSE153907,GSE153908_0_v_1_azathioprine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GBX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4199
chr17_43176078_A_G_b38	GTEx eQTL 2025	1.0	1.08306
Berbamine (dihydrochloride)_HOP62	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	-1.0	-0.0213853
GSE145249_0_v_2_ppm1g_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE205021_3_v_1_fenofibrate_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GTEx BloodVessel 20-29 vs 50-59	GTEx Tissue-Specific Aging Signatures	1.0	14.2206
SMAD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02049
ECD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5192
Nevirapine_NCI-H1792	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0109251
TTI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82674
PMC11519154-253_2024_13316_MOESM1_ESM.pdf-17-ZNF460_ZNF460	Rummagene Transcription Factor Associations 2026	1.0	null
NNMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79265
C10orf82	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26909
Sox11	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	45.1735
PMC8020666-pnas.2015855118.sd09.xlsx-LPS_4_human_DRSG_higherRes-Ensemble_gene_id_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
Interstitial lung disease 2	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.052
MAF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.6618
HOXC13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4969
PMC6499311-supp_gr.243345.118_Supplemental_Table_S8.xlsx-S8E_Het1A-GATA6_2d_5x_open-Nearest_Ensembl_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
SLC7A6OS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1276
DLX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.4372
GSE214583,GSE214585_1_v_0_steap1_human	RummaGEO Gene Perturbation Signatures	1.0	null
SKI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1568
DDX24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.06194
GSE210101,GSE210114_4_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
AZD2858_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.070933
chr17_43348533_A_G_b38	GTEx eQTL 2025	1.0	1.03045
PMC5474565-onc2016488x2.xlsx-Table_S4_MLL_Target_Genes-MLL_fusion_common_target_genes_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
ELK1::HOXA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.6995
AZD2858_PANC-1	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0158314
JUN::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6042
GSE68925_1_v_0_fasudil_human	RummaGEO Drug Perturbation Signatures	1.0	null
RHEBL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39764
PMC6138639-41467_2018_6247_MOESM4_ESM.xlsx-S1_1_ZZZ3_ChIP-seq_peaks-Nearest_TSS_ZZZ3	Rummagene Transcription Factor Associations 2026	1.0	null
ZCCHC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62026
BYSL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07726
GSE250534_0_v_3_cabergoline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7818749-12931_2021_1617_MOESM1_ESM.xlsx-TBX4-ENSEMBL_TBX4	Rummagene Transcription Factor Associations 2026	1.0	null
Meloxicam_HEC-1-A	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.023087
Meloxicam_LoVo	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0138579
GSE172016_2_v_1_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF418	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.3743
ZNF257	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	71.4323
DDX46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01992
JDP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.4906
PMC10800016-table_s3_20230913_ddad186.xlsx-DUX4-aff_I-Unnamed_1_DUX4	Rummagene Transcription Factor Associations 2026	1.0	null
Meloxicam_C32	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0171064
NUP153	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67774
Nevirapine_HCT15	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0339415
FOXL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.0229
496100549_FWM_no dementia_TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.10637
Meloxicam_SK-MEL-2	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0426341
GSE149264,GSE149267_2_v_5_trp53_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
EPRS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40617
GSE201239_0_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOSL2::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.2312
SNAI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.6342
Nevirapine_HOP62	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.00636669
ZNF416	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.6435
PMC7378211-41598_2020_69015_MOESM3_ESM.xlsx-EWS-WT1_rep1_testp-7_annotatedp-ID_WT1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE199255,GSE199356_3_v_2_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HMX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12464
TMCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55903
GSE94849_6_v_5_pinometostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
AZD2858_C32	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0277523
GSE74490_0_v_1_triptolide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE157296,GSE157298_4_v_3_kbtbd4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.714
GSE173201_2_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Mafg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	31.4832
RAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35289
ZPR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38051
Meloxicam_A-427	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0232916
TIMM23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02401
TP53BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41736
SREBF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.708
chr17_43355452_A_G_b38	GTEx eQTL 2025	1.0	2.33321
FOSL2::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.6131
PMC12616242-can-24-3452_supplementary_table_s2_suppst2.xlsx-Up_bins-Up_bins_gaining_H3K27me3_in_hpMSC-EWSR1_FLI1_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE135514_2_v_7_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOS	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6502
NCAPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42911
Nevirapine_NCI-H661	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0114879
DLX6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.446
CXCL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4086
GSE245778_1_v_0_runx1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9170821-JCMM-26-3183-s001.xlsx-Oligo_DAPI_ERG_VaDadj_vs_NC-Gene_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
Nr2f6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	44.8063
496100426_PCx_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.02388
Nevirapine_PANC-1	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.00786701
E2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.4265
ARF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0009
GSE210101,GSE210114_11_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
AZD2858_hTERT-HPNE	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0305759
GSE110580_1_v_0_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE124471,GSE124488_2_v_3_lats1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE185519_4_v_7_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PRMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23658
CXCL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34452
HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.8479
Pentamidine (isethionate)_HT-29	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0192263
Mafb	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.9076
GSE232564,GSE232566_0_v_2_nsd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF528	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.6364
ANKRD33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04285
NPRL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1109
Dinaciclib_A549	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0125704
AZD2858_C-33 A	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0145275
AZD2858_A549	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0222549
Pentamidine (isethionate)_NCI-H1573	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.00558418
PAX9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8533
496100405_TCx_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.27477
chr17_43201902_A_G_b38	GTEx eQTL 2025	1.0	2.38303
LSM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18706
Hoxa11	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	29.7987
PKP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45996
FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8403
TGIF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4835
PITX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.2702
PMC7888619-pgen.1009309.s032.xlsx-S9_Table-S9_Table_Predicted_target_genes_of_POU3F2_POU3F2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE183994_1_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NQO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30696
GSE94849_3_v_5_pinometostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF85	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.089
SLC9A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09996
GSE225656_2_v_1_tsc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FBRSL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21342
chr17_43380018_A_AC_b38	GTEx eQTL 2025	1.0	1.88023
SMAD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.1964
GSE211128_9_v_6_angptl4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MAFF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.6989
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	2.26681
EOMES	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.743
GSE195663_7_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ESYT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30994
MYF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.0026
GSE154577_7_v_12_plagl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199255,GSE199356_3_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TFAP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.7347
Diphenhydramine_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0292576
MIXL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6408
Interstitial lung disease 1	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.054
Nevirapine_hTERT-HPNE	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.015128
ISX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6823
SLC49A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49401
SNRNP200	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29674
GFI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.4102
ZSWIM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.24251
TMBIM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62072
GPN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07985
TIMM13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15935
SF3B3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14381
ZNF510	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97258
GSE158320,GSE183351_2_v_1_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
AZD2858_MIA PaCa-2	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0182259
PMC8020666-pnas.2015855118.sd09.xlsx-LPS_4_human_DRSG_higherRes-Hg_gene_id_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
TFAP4::ETV1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.8262
GSE200839,GSE233826_2_v_6_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Cepharanthine_NCI-H23	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0224921
GSE211128_3_v_6_angptl4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NFATC2IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48291
SLC16A13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05683
TBR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.0647
GSE200839,GSE233826_5_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
Berbamine (dihydrochloride)_A-427	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0239869
MAFA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.8893
VWDE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.21756
Meloxicam_MIA PaCa-2	Tahoe Therapeutics Tahoe 100M Perturbation Atlas	1.0	0.0213529
ARMCX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51071
GSE148657_2_v_1_cd44_human	RummaGEO Gene Perturbation Signatures	1.0	null