association	dataset	threshold value	standardized value
GSE193351_1_v_2_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SEPHS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61313
HBS1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67484
Endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
TRMT9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08123
Nr1h4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.6326
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-SOX4-fromNode_SOX4	Rummagene Transcription Factor Associations 2026	1.0	null
ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.124
SNW1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51693
PAK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00565
RAB11FIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97782
GLI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55868
PMC6360815-supp_gr.239053.118_Supplemental_Table_S2.xlsx-MAFs_targets-Table_of_potential_MAF_targets_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6499311-supp_gr.243345.118_Supplemental_Table_S8.xlsx-S8B_Het1A-HNF4A_2d_5x_open-Nearest_Ensembl_HNF4A	Rummagene Transcription Factor Associations 2026	1.0	null
TUBE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15077
B3GNT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.59135
PMC7617064-EMS151900-supplement-Extended_Data_Figure_5_Source_Data.xlsx-CLC_D9_DEG-Logfold_change_threshold_1_0_1_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
HMX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06128
SNPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58813
CREBBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31854
CERS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20304
ARL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12941
GSE196117_1_v_11_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FZD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76481
TONSL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93496
PCNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34011
MAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07368
GSE191105_2_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IRF2BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21002
TSPYL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33115
GSE231720,GSE231724_2_v_0_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
LKAAEAR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52222
ETV2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7061
DBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39214
NPEPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50886
GSE129811_5_v_0_niacin_human	RummaGEO Drug Perturbation Signatures	1.0	null
KLF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	66.7379
SERBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70989
GSE145249_1_v_2_ppm1g_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC5263239-mmc2.xls-KOPN-8_-_MLL-ENL-Spreading_targets_gene_names_108_unique_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
HADHA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67398
MIS18A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22488
TLX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.68988
GTEx Nerve 20-29 vs 50-59	GTEx Tissue-Specific Aging Signatures	1.0	7.5782
TAX1BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80069
GSE149264,GSE149267_9_v_1_trp53_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE224556,GSE224557_6_v_1_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Zfp335	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.381
496100277_FWM_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.4355
PMC4728380-ncomms10153-s11.xlsx-Seitz_Burkitt-SEITZ_MYC_TARGETS_BURKITT_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
ATN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37464
GAK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92231
YBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48186
PMC3919509-NIHMS471461-supplement-3.xls-Table_S1-ZNF33A_ZNF33A	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9894241-pnas.2211429119.sd05.xlsx-G3_REST-Dataset_S6_Differentially_expressed_genes_in_G1-G8_REST	Rummagene Transcription Factor Associations 2026	1.0	null
CLINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7222
COTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10886
GSE116810_5_v_0_selinexor_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Gall bladder epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.807
GSE151612_0_v_2_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Vdr	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.9673
HIF1AN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85735
PA2G4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14677
Sensory peripheral neuropathy	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.128
Thoracic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.012
GSE94849_1_v_4_pinometostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MAJIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62892
NUP35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41326
KANK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86783
TFAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30711
GSE183606_1_v_0_rutaecarpine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9894241-pnas.2211429119.sd05.xlsx-G8_REST-Dataset_S6_Differentially_expressed_genes_in_G1-G8_REST	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9537523-41467_2022_33364_MOESM7_ESM.xlsx-scores_wilcoxon_1_MONTH_ORG-EN2_n_EN2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE193351_4_v_9_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE122067_3_v_0_mtch2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE100732,GSE100733_0_v_1_lrpprc_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
H4C15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03023
CTXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10095
PMC9894241-pnas.2211429119.sd05.xlsx-G7_REST-Dataset_S6_Differentially_expressed_genes_in_G1-G8_REST	Rummagene Transcription Factor Associations 2026	1.0	null
CD1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44877
GSE169571_3_v_4_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ENSG00000284691	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0194
DRG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24981
PMC6499311-supp_gr.243345.118_Supplemental_Table_S8.xlsx-S8B_Het1A-HNF4A_2d_5x_open-Gene_Name_HNF4A	Rummagene Transcription Factor Associations 2026	1.0	null
CNTROB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01598
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
C18orf21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23299
GSE185519_4_v_7_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100303_HIP_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.25273
COG8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9471
TASOR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06942
CCDC85B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64986
GSE162688_1_v_2_pink1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ANOS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25881
496100346_FWM_no dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.25846
LIN7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0581
RAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05807
HNRNPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39059
SF3B6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32694
GSE159937_2_v_0_tfcp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.31563
SPSB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53727
TMEM35A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27099
NMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.70284
KIFBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15358
MFSD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16457
HOXB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60697
GSE104508_2_v_1_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ADCY7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15514
EID3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13445
ALDH1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99777
TMEM234	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94809
PMC12178937-mmc6.xlsx-L_MAFF_KDvsL_C_deg_all-gene_id_MAFF	Rummagene Transcription Factor Associations 2026	1.0	null
Sima	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.001
POLE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62631
CRTAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15513
MYO19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40012
PMC12500496-262_2025_4178_MOESM2_ESM.xlsx-THP1_enriched_for_control-gene_name_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
GATA1::TAL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.8773
FAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45107
NCOA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5472
GSE143499_0_v_1_gata6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TEKT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92586
NIPSNAP3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40726
GSE226439,GSE226441_6_v_2_hnf4g_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF768	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.4085
HIC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1147
FAM3C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.59431
ANXA9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28897
GSE216043_7_v_6_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
SLC2A10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50508
ARL16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70642
CCDC177	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1553
GSE244233_1_v_0_quercetin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE114883_1_v_2_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NPRL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21108
PTGIS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6927
KIF5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03063
PMC6335596-mmc2.xlsx-RNA-seq_Day_3_GATA6_Het-Genes_significantly_differentially_expressed_between_H9_and_GATA6_4ins_at_day_3_in_RNA-seq_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
PSMD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41353
DLD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63467
FEZ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.73834
GSE193351_1_v_0_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PCYT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46495
CXADR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77458
Zic3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.0952
Reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
LEO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.18005
496100464_FWM_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.48728
ANXA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05329
ATP5PD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08071
SPATS2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53288
CHST13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58889
TPD52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09988
GPR150	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60993
ACTL6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92641
ALKBH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1775
TCAIM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3447
TBC1D10A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.68925
ILF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.21798
POLM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44458
VPS37D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69896
Urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
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	3.58695
TMEM81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49423
GSE139975_3_v_0_rnf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FASTKD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2866
ZC3H15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3882
496100497_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.77026
PDZD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76407
MCM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05066
Congenital myasthenic syndrome 14	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.065
SNAPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34312
NODAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00428
RPS10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14787
Cervix - Ectocervix	GTEx Tissue Gene Expression Profiles 2023	1.0	1.55702
PMC8987207-DataSheet_1.xls-TF_targets_Fig_2A-E2A_Pre-Pro-B-Cells_ChIP-seq_TCF3	Rummagene Transcription Factor Associations 2026	1.0	null
YAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30562
DPY19L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34019
EXOC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05015
GSE169263_1_v_0_armc5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Arntl	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.2516
KNTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27656
GSE234340_12_v_2_muc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HOXC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28406
GSE212312_2_v_3_fbxw7_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC7064149-CAM4-9-2062-s004.xlsx-Table_S5-Table_S5_DEGs_between_low-_and_high-FOXP4-AS1_expression_groups_in_PDAC_tumor_tissues_FOXP4	Rummagene Transcription Factor Associations 2026	1.0	null
Ascl2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.6323
PMC12518476-10067_2025_7574_MOESM8_ESM.xlsx-Sheet1-Down_regulated_DEGs_of_KD_AR	Rummagene Transcription Factor Associations 2026	1.0	null
RNF181	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28364
KCNQ4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15869
MZF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37816
Large cell neuroendocrine carcinoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.644
WDR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24509
GATA4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.287
ZNF410	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0691
BOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16563
MTF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.1967
CHST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.62905
GSE114883_0_v_4_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BHLHA15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67896
HACD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56466
ETV1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3067
PARP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27085
TAF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64245
MSANTD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83297
GADD45G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57051
GSE220813_0_v_1_zfp750_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SKIC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31651
GSE146982_7_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Brain - Anterior cingulate cortex (BA24)	GTEx Tissue Gene Expression Profiles 2023	1.0	4.24188
GSE211286_4_v_3_tcf12_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CHST6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53428
PMC9980149-media-17.xlsx-Supp_Table_12_Bulk_Seq_CTH_KD_I-Unnamed_12_AR	Rummagene Transcription Factor Associations 2026	1.0	null
FAM177A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73679
DRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15099
GSE198165,GSE198166_8_v_4_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9882185-media-4.xlsx-Neuron_KD-ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ABHD16B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.51823
GFPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44816
HES3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01809
PDGFRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1488
CEP164	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.93729
B cell_Kidney_Human	CellMarker Gene-Cell Type Associations	1.0	null
PAICS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19185
Parathyroid adenoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.029
GSE135514_2_v_9_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SCNN1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44806
KANSL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01482
GSE217552_3_v_2_fisetin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6520398-41467_2019_10148_MOESM11_ESM.xls-FigS1a-TP53_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
GSE192689_0_v_3_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CAPZA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-5.75392
Elf5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.9973
GSE154253_1_v_0_tnfaip8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE133516_0_v_3_kat7_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TMEM132B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79562
GSE179974_3_v_4_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MSANTD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.1175
TDP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03568
ACO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38256
PMC9980149-media-17.xlsx-Supp_Table_12_Bulk_Seq_CTH_KD_I-SUPPLEMENTARY_TABLE_12_Bulk_RNA-seq_results_of_invasive_fractions_from_GBM43_CTH_knockdwn_vs_GBM43_control_cells_invading_3D_hydrogels_AR	Rummagene Transcription Factor Associations 2026	1.0	null
SLC4A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7971
MYO9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46695
KIAA1958	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10464
HAND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77267
FAM43A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28616
GSE198165,GSE198166_0_v_4_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF326	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33991
SAP30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91125
GSE135350_3_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
LTO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98812
SNRPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4589
PMC5474565-onc2016488x2.xlsx-Table_S4_MLL_Target_Genes-THP-1_MLL-AF9_target_genes_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
Runx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	36.592
PRDM10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10624
APOE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0158
ANO8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7162
PUM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73456
MZT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.7391
CDC26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10878
ZNF528	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.8019
PIAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61973
KAT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67541
INTS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06776
RNPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97338
PLEKHG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76578
NQO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80167
Rxra	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.5923
DYRK1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48869
PRSS35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2806
TRAF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31927
TMX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89354
RPIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55491
MLYCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32394
PLAAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65482
LYRM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89123
SNRPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23911
GSE264621_1_v_3_secretin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9882185-media-4.xlsx-Neuron_KD-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE149366_1_v_0_sulconazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
LLGL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86919
MEOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15308
TOPBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45249
PLAGL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41431
PRR15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35345
NSFL1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.81685
ZFP28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47818
496100367_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.36041
LCOR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.73
ACVR2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91231
VPS39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97391
PMC5263239-mmc2.xls-THP-1_-_MLL-AF9-Non-spreading_targets_gene_names_1900_unique_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
ZSCAN26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10153
Male reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC4487811-mmc3.xlsx-siRE_enriched_geneLists-siRE_occupancy_pattern_gene_lists_after_RUNX1_ETO_knock_down_RUNX1	Rummagene Transcription Factor Associations 2026	1.0	null
KLF13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.0511
PARP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8285
GSE160304,GSE163392_4_v_3_zswim8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NR4A2::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.4068
MIER2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.56844
SLC4A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60234
ABITRAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38894
MED16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78791
SNX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86638
JMJD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61418
GSE137954_4_v_2_smyd3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF181	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81566
Human - Tonsil - L2 - ncsMBC	HuBMAP Azimuth Cell Type Annotations	1.0	null
GSE213632_1_v_5_acod1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE203362_0_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
Testis	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
496100484_FWM_no dementia_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.7055
GSE195559_2_v_7_notch1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE239844_4_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HES7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.0013
RXRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33662
TRIM21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3748
MRPL15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72006
POLE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39425
NUP85	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42674
GSE151612_0_v_3_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NOL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.9248
CYB5R2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42631
GSE107505_3_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TRIM71	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16946
RND2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41517
BCL2L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58168
GSE215461_0_v_1_topotecan_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HLA-DQB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32092
Internal male genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
UBXN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02638
GSE65617_2_v_3_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FIZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47789
KCTD17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32444
GSE238005_5_v_3_c9orf72_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE198054,GSE198057_0_v_1_csf1r_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE234340_1_v_2_muc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CTSK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03232
PMC7064337-elife-51373-supp1.xlsx-EZH2_targets_shPHF19-List_of_2084_genes_marked_by_EZH2_ChIPseq_after_PHF19_KD_shPHF19_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ZIC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.3992
DSN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56553
DUSP12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51126
NR1H4::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.498
PMC7617064-EMS151900-supplement-Figure_7_Source_Data.xlsx-HLC_D9_DEG-Logfold_change_threshold_1_0_1_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
RSC1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86179
GSE211286_4_v_6_tcf12_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.30519
SRSF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31979
EIF4ENIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25467
TBL1X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16326
C7orf50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54262
TBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17237
HROB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46146
PSMB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24695
EIF4EBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78116
APBA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39771
ZNF596	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85829
ZNF169	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01291
GSE218580_1_v_5_fentanyl_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PCBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93309
PMC11239565-uxae032_suppl_supplementary_data_s2.pdf-3-ZBTB18_ZBTB18	Rummagene Transcription Factor Associations 2026	1.0	null
PTMS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26185
SCML4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79248
CCDC174	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03287
GULP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25546
Small cell lung cancer cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.568
ZFC3H1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9783
XRCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40648
TRAPPC6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37116
MND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.56644
CDC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57379
REC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37898
NRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66717
FAM120B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03582
CAD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77648
BHLHE40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02331
KIRREL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23647
RSL24D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55011
TMEM14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.64407
MYRF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33333
PHF21A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32182
EXOSC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40101
Breast disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.013
GSE239844_7_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BLTP3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16064
CCNH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21042
PMC9170821-JCMM-26-3183-s001.xlsx-Mic_DAPI_ERG_VaD_vs_NC-Gene_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
THOC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17667
ZNF280D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29792
GSE213650_3_v_1_everolimus_human	RummaGEO Drug Perturbation Signatures	1.0	null
Esrrg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.8604
GSE139239_2_v_6_ddr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE102269_1_v_2_clpp_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100409_FWM_no dementia_TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.19334
ARHGEF39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79003
ZNF416	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.2319
GSE196117_1_v_0_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RPLP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65557
Pontocerebellar hypoplasia type 6	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.517
KLF15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	109.209
496100436_FWM_no dementia_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	7.12707
PMC12178937-mmc6.xlsx-L_MAFF_KDvsL_C_deg_all-gene_name_MAFF	Rummagene Transcription Factor Associations 2026	1.0	null
CEP290	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03905
GSE193351_4_v_0_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100587_FWM_possible Alzheimer's disease_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.15399
BTAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.39635
STK11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57452
F8A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25637
Brain - Frontal Cortex (BA9)	GTEx Tissue Gene Expression Profiles 2023	1.0	4.70801
Renal clear cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.883
DDX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22849
CCDC71L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76036
DNAJC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13568
PMC12405457-41467_2025_63629_MOESM3_ESM.xlsx-Gene_Pair_List_LOC-CEBPE_CEBPE	Rummagene Transcription Factor Associations 2026	1.0	null
RBM41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.50207
AURKB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19399
PMC11682006-13105_2024_1045_MOESM1_ESM.pdf-88-OTX1_OTX1	Rummagene Transcription Factor Associations 2026	1.0	null
TMEM139	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0277
GSE231720,GSE231724_3_v_0_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZIC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	52.6205
OGFOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53453
MAN1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82251
DCLRE1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.64595
RASIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10377
MAP1LC3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3682
STON1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13697
ETV5::HOXA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.0523
ZNF652	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32549
ATRIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76559
SLC7A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34528
FUOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72444
GATA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14464
NYAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.54851
LIMD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26982
496100380_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.60149
DDX42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11022
Uniplex complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.923
CAMTA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32764
Pituitary	GTEx Tissue Gene Expression Profiles 2023	1.0	1.51041
NLGN4X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90528
ZC3HC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52913
PITPNA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8806
STAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03525
DGKA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25489
OGG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47
HNMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44476
CNPY4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19229
RAB9A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59376
TCEAL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03628
GSE81796_0_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12549544-mmc2.xlsx-AA_D1_VS_D7-Name_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
TMEM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45806
TMEM92	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11162
496100543_FWM_probable Alzheimer's disease_TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.26086
MYOD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.9387
GSE154961,GSE154963_4_v_0_chd4_human	RummaGEO Gene Perturbation Signatures	1.0	null
PDZD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.27929
GSE185519_4_v_2_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151612_0_v_7_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Thoracic cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.016
Parathyroid gland benign neoplasm	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.029
MZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.9879
NR2C2AP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.19271
LCMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57526
PMC8858874-NIHMS1764275-supplement-Supplemental_Table_2.xlsx-R1_SOX2_bound_genes_5000bp_6-9--Nearest_Ensembl_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
ABHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93303
PMC6344081-elife-40364-supp8.xlsx-PLZF-kd_2d_Diff_Vs_Ctrl_2d-diff-Symbol_ZBTB16	Rummagene Transcription Factor Associations 2026	1.0	null
NR2F6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4379
P2RY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11079
PMC8858874-NIHMS1764275-supplement-Supplemental_Table_2.xlsx-R1_SOX2_bound_genes_5000bp_6-9--Gene_Name_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
RPS18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07349
RMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.586
GSE200839,GSE233826_5_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
VPS35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.21521
me180	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.738
GUSB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46615
GSE198165,GSE198166_6_v_11_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE151612_4_v_8_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Nr2f6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	52.4966
GSE179974_3_v_5_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NDUFC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72746
DDX39A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27946
KBTBD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67722
Rarb	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	59.0498
PMC11067031-pnas.2317690121.sd06.xlsx-gene_list_14_txt-Differentially_expressed_genes_between_PML_RARA_GFP_vs_C88A_PML_RARA_GFP_human_hematopoietic_cells_at_day_7_by_single_cell_RNA-seq_RARA	Rummagene Transcription Factor Associations 2026	1.0	null
GSE198165,GSE198166_8_v_10_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43042
CYB561D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20919
PMC7825356-8844261.f3.docx-86-DMBX1_DMBX1	Rummagene Transcription Factor Associations 2026	1.0	null
C17orf58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39327
DHFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49865
GOLPH3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09263
CENPX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.29852
CASD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29688
RICTOR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52878
GSE149264,GSE149267_2_v_1_trp53_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210662_2_v_0_znf165_human	RummaGEO Gene Perturbation Signatures	1.0	null
FBXO48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08427
GSE180525,GSE180528_1_v_0_tbx3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE224157_3_v_1_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193351_4_v_2_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SEPTIN8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.68569
GSE94849_1_v_2_pinometostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
STPG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.37937
ELL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32334
ZBED4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	107.298
PMC5927328-NIHMS77085-supplement-Table_S4.xlsx-Table_S4A_LPS_induced_genes_GO-Unnamed_14_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE172146_2_v_0_mettl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZBTB24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.8092
ARMC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65232
GSE135030_3_v_10_fludarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RRN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88206
MRPL36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04811
VPS72	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0063
RPL36A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96495
DDX24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.06194
LRRC55	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76515
PRORP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84699
BZW1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62011
GSE218580_1_v_2_fentanyl_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12913833-12672_2026_4481_MOESM3_ESM.xlsx-Table_S1-Table_S1_Two-sample_MR_analysis_of_blood_eQTLs_associated_with_LUAD_P_0_05_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
SLC6A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86413
KLF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	103.983
TERT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52595
SH2D5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45084
GSE131377_4_v_3_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE254848_4_v_13_ptges_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF610	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	76.2552
PM20D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15428
GSE114883_0_v_2_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BTBD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84883
GSE241402_0_v_1_prmt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100317_FWM_no dementia_no TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.73081
GSE117730,GSE117732_0_v_2_apobec2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TRMT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08294
ZNF493	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4074
Gonad	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
LSM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46751
GSE231720,GSE231724_2_v_1_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NCI-H69 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.793
MARCHF9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9067
PMC4858740-ncomms11473-s2.xls-HAdV-D9_cr1b_Library_1-Hit_name_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
NDUFS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22883
EXOSC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04569
WDR46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42635
GNG13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75634
Gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
SASS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.5384
RHOU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91677
C19orf73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50294
MTA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41226
ZNF701	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	88.0228
SLC25A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71143
Breast cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.016
PLIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.0881
SALL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61845
Female reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
DACT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10657
AXIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64663
PICALM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3927
PMC7594423-12915_2020_895_MOESM13_ESM.xlsx-Table_S6B-Table_S6B_-_Differentially_Expressed_genes_shared_between_BRCA_TRIM25_amp_and_Type_II_LGG_CIC_Del_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE217685_0_v_1_ddx20_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FDFT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2566
ATP6AP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64522
PMC6335596-mmc2.xlsx-RNA-seq_Day_3_GATA6_Het-Unnamed_13_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98484
NCBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54547
GSE181003_1_v_0_selinexor_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF732	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36917
AURKAIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65028
PMC9170821-JCMM-26-3183-s001.xlsx-Mic_DAPI_ERG_VaDadj_vs_NC-Gene_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
OSBPL7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43415
MCM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38889
GSE193351_1_v_9_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6344081-elife-40364-supp5.xlsx-PLZF_peaks_H3K27Ac_unchanged-Unnamed_10_ZBTB16	Rummagene Transcription Factor Associations 2026	1.0	null
GSE146612_2_v_0_amiodarone_human	RummaGEO Drug Perturbation Signatures	1.0	null
SEC31A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.23351
AFMID	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33076
IQGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53631
TEAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64753
LCN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07215
MED22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27811
BRAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25229
CPSF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92679
ANP32B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25683
SUGP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20343
AK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.956
ATOH7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38054
CHRDL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23184
DMRT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46302
ZNF816	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.0921
HELB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56073
CDH24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86187
SP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63992
ZNF716	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12536
GSE114883_1_v_4_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DDX59	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35442
GSE107505_0_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KHDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22058
PRDM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50306
BBS10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56601
496100592_FWM_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.06008
MAP4K3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.0307
SENP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06297
GSE146982_7_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCRS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99814
HOXD12::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.663
KLF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	80.8095
OTULINL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43471
Atoh1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.9439
SMIM19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.24732
MAGEB17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42306
INTS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69022
GSE185519_4_v_0_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12978397-wjon-17-02-247-s002.xlsx-S2-Suppl_2_Two-sample_MR_analysis_of_blood_eQTLs_associated_with_LUAD_P_0_05_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
PAGR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95734
RPS17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.645
PARP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10909
AEN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05016
STAC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32101
GSE102187_0_v_1_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF175	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.9824
BRD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37994
GLCCI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.58724
OPTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31084
NFKBIE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.55797
GSE239844_6_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SP9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	81.3356
ZNF233	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15083
TFR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64463
MEIOC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52313
USP53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31585
KCNS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53071
BORCS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49422
Male reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PCBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00989
PMC4387713-supp_gad.255984.114_Table_S5.xlsx-S5E-Down_H3K27me3_DPY30_KD-Unnamed_12_AR	Rummagene Transcription Factor Associations 2026	1.0	null
TNRC6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36187
PMC7594423-12915_2020_895_MOESM13_ESM.xlsx-Table_S6D-Table_S6D_-_Differentially_Expressed_genes_shared_between_BRCA_TRIM25_amp_and_STAD_CIC_Del_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
NUP153	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00815
MMP23B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66683
RNF213	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48966
GSE184892_7_v_3_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151612_0_v_8_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null