association	dataset	threshold value	standardized value
TRAPPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78688
Zbtb2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.578
EIF3G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55363
496100395_TCx_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.47965
496100361_TCx_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.04053
SHOX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.3155
GSE218060_5_v_4_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100419_TCx_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.52081
K562_IOX2_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.017854
K562_Valproic acid sodium salt_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0218252
PTPN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46137
PCSK9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.313
PXDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00856
GSE201309_5_v_7_matrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
EIF4A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08506
NELFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08814
EEF1G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58927
SMC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04099
PIK3R2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83401
RARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.3374
HOXD12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.1415
POTEE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0271
GSE240439_1_v_2_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100646_TCx_probable Alzheimer's disease_no TBI_82_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.22892
RHOA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89086
GSE239898,GSE239899_1_v_0_hiltonol_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Temsirolimus_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0148339
PMC6639357-41467_2019_11150_MOESM4_ESM.xlsx-SupTab1_Activated_genes_diffex-Supplementary_Data_1_Fold_change_and_p-value_of_all_activated_protein_coding_genes_upon_DNMT1-KO_DNMT1	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3508
496100336_TCx_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.79284
ATF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.7045
ARID5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79446
Dux	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.2524
SPECC1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00719
HSF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04522
DDX21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23333
SQLE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05431
GSE188382_2_v_0_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SOX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.4987
MCM8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09468
ALG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14435
MXRA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17386
PMC7880998-41467_2021_21255_MOESM8_ESM.xlsx-Sup_Data_5_TWIST_Panel-Gene_Name_TWIST1	Rummagene Transcription Factor Associations 2026	1.0	null
UTP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31829
MSANTD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45383
GSE140997_2_v_8_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE201309_1_v_6_matrine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TP73	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3924
PMC7435699-mmc5.xls-Gene_lists-MITF_ChIP_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE233647_2_v_0_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
SKIC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07654
HERPUD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60822
GSE240386,GSE242143_1_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
NOMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0918
POU4F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.3375
496100613_TCx_possible Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.29539
GOLGA6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45067
496100365_HIP_probable Alzheimer's disease_TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.67456
ECHDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08028
NKAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00547
Nr2e3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.0
MAGEH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36312
K562_AMG-900_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0194768
PMC11058205-42003_2024_6202_MOESM5_ESM.xlsx-Data2c_CEBPA_ChIP-Unnamed_9_CEBPA	Rummagene Transcription Factor Associations 2026	1.0	null
CASKIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24212
HOXB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.3395
Runx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.729
GDI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45202
GSE201309_1_v_0_matrine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MAFF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.31
GSTO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60979
Parkinson's disease	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.10969
496100348_TCx_probable Alzheimer's disease_no TBI_79_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.39656
PMC7181746-41467_2020_15886_MOESM8_ESM.xlsx-Patient_2_CCF-Affected_Genes_PITX1	Rummagene Transcription Factor Associations 2026	1.0	null
Tbx6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.688
EN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15451
K562_MK-0752_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0180425
NRL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.8905
FOXF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.968
PMC8995879-Table_1.xlsx-exome_variants_MAF_0_01-Gencode_34_hugoSymbol_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
OTUD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.98171
C1orf122	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68799
IRF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.7508
PISD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86754
Mecom	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	29.7778
GSE166920_6_v_2_adalimumab_human	RummaGEO Drug Perturbation Signatures	-1.0	null
POMGNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42214
GSE105169,GSE105175_0_v_1_dhx36_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PHOX2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.8174
GSE161302,GSE161304_1_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF675	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.7632
K562_Tazemetostat_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0146545
K562_Hesperadin_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0164539
ZNF629	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4542
Hmga1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.6445
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Mesend_D2_GATA6-dependent-SYMBOL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
TP63	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.1365
GET1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01936
Alx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.5696
RNASE7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39181
LYL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79491
K562_Crizotinib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0174949
CDX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4143
HOXB7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.5703
K562_CEP-33779_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0189904
COL5A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11136
PMC7997806-41397_2020_194_MOESM2_ESM.xlsx-MAGMA_GENE_MAP_AA-GENE_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
PHOX2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.45
K562_Rucaparib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0199389
PWP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2141
RBM27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30643
CDCA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23171
ZNF136	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.4152
MAFK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.1101
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.4958
HOXC9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9006
GSE218060_1_v_4_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
IRF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52002
ST6GALNAC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67924
GSE150055_0_v_1_melphalan_human	RummaGEO Drug Perturbation Signatures	1.0	null
MYNN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4889
ATF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.5286
GSE151612_4_v_2_pracinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151612_0_v_2_pracinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
ETV2::HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.1747
GSE188570,GSE188571_5_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
LRRC41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33549
STAT1::STAT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.9645
K562_PCI-34051_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0168402
PCLAF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01256
TBX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1353
CYB5D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89786
DHRS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45432
PMC5989213-41467_2018_4462_MOESM8_ESM.xlsx-3-Supplementary_Data_3_List_of_2687_genes_differentially_expressed_between_SETBP1-G870S_and_Empty_293_FLP-In_lines_SETBP1	Rummagene Transcription Factor Associations 2026	1.0	null
HOXC10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.1129
TRAPPC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34575
TIMM22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29528
FGF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08927
SNRPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3201
BCLAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14323
PMC7997806-41397_2020_194_MOESM2_ESM.xlsx-MAGMA_GENE_MAP_AA-SYMBOL_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
MAFA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.6766
MYOD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6007
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	2.69369
Ahr::Arnt	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	14.625
K562_AG-490_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0144923
K562_Capecitabine_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0172035
ATXN7L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24802
GSE201309_4_v_7_matrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PAX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.2364
GSE216757_4_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8046804-41467_2021_22478_MOESM11_ESM.xlsx-Del_AA-TCGA-Unnamed_42_TEAD1	Rummagene Transcription Factor Associations 2026	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	2.3034
POU4F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.4329
MEIS2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.0441
GSE218060_1_v_0_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GEMIN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43431
PMC7997806-41397_2020_194_MOESM2_ESM.xlsx-MAGMA_GENE_SBP_AA-GENE_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
NR1D2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9404
HESX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.6083
SMARCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59537
MSRB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41616
GINS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22724
GSE240386,GSE242143_8_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
TRAPPC6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6026
GGA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17492
ST3GAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40148
GSE131649_6_v_10_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_MC1568_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0226101
ANXA11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06488
RORB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.735
PROP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	59.1623
ATP13A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08541
ZRANB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12153
TFAP2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20982
RORA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.9289
SUPT6H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.29732
INTS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73994
PLEKHJ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16075
DCAF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11403
POU3F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.0232
MTO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72943
ID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2934
NR2F6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.6513
SPHK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39548
HOXD9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.3555
CHD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02375
GSE240386,GSE242143_1_v_4_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTF2A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52657
PMC5989213-41467_2018_4462_MOESM9_ESM.xlsx-4-Supplementary_Data_4_Genes_differentially_expressed_in_SETBP1-G870S_vs_Empty_293_FLP-In_lines_whose_promoter_is_occupied_by_SETBP1-G870S_SETBP1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6928094-395_2019_765_MOESM7_ESM.xls-DEGs_AR7_vs_Pre-patterned-List_of_differentially_expressed_genes_in_AR7_vs_Pre-patterned_cells_THRA	Rummagene Transcription Factor Associations 2026	1.0	null
GSE264621_1_v_3_secretin_human	RummaGEO Drug Perturbation Signatures	1.0	null
RAX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.7544
NFYC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18701
JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.4802
Arid3a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.2222
UBXN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26216
HOXA10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6215
PAQR9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33997
AFG3L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53445
FOXM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31687
RBPJ	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6815
K562_Quercetin_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0174459
ZFYVE19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49336
ZFP57	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.202
RAB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18348
IPO13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41605
NFE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22824
BAG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23384
GSE218060_7_v_0_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100421_PCx_probable Alzheimer's disease_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.04588
PRPF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28571
ABCC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10707
NR1I2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.6876
Sox1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	52.7351
GSE142630_0_v_2_hiltonol_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOS	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.7015
POLR2E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79976
FAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28268
GLA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21396
MAF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.5756
K562_AMG-900_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0159065
HOXD10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.973
EIF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65759
PAX6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.9535
ELK1::HOXA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4072
GSE158834_7_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE218060_7_v_4_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
SNAI2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2004
Hoxa11	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.7053
NAA50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10011
496100349_HIP_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.39277
K562_Tranylcypromine_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0170451
BEND4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01163
POLR2G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08992
PPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99371
CSRNP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11764
Erg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.8043
NFIL3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9934
CCDC90B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41999
SNX16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49139
TNFAIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40982
TSFM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6026
ZNF876P	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41105
GCAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20759
496100502_TCx_dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.92114
496100367_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.64118
ARL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59601
POU4F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.0928
PMC7997806-41397_2020_194_MOESM2_ESM.xlsx-MAGMA_GENE_SBP_AA-SYMBOL_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
RARB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.035
GSE89057_0_v_1_sox5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Hand1::Tcf3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.5517
RPL34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92513
496100384_HIP_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.5479
K562_TGX-221_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0188519
CDX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.573
K562_Luminespib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0156395
496100544_PCx_no dementia_no TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.16247
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE218060_2_v_4_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7592539-12885_2020_7456_MOESM4_ESM.xlsx-Sup_TableS3_LMS_del_genes_conf-12q13_11_TP63	Rummagene Transcription Factor Associations 2026	1.0	null
YKT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41016
PLA2G3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06887
MID1IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.771
GSE166920_6_v_4_adalimumab_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NEIL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37451
NUP155	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19195
GFI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.156
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	2.55691
PSMA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55069
GEMIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91927
KATNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33567
496100516_FWM_probable Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.18738
MAPK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42372
K562_Nilotinib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0116122
TUBG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39878
STT3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13278
RORC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4275
TMEM165	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08804
MAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99968
PMC10158025-ijbsv19p2081s6.xlsx-SupTable5-ZBTB20_ZBTB20	Rummagene Transcription Factor Associations 2026	1.0	null
K562_Tubastatin A HCl_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0215121
PCDH18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22412
FBXO27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11137
LBX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.4336
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	2.00767
K562_Ki8751_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0179804
GSE236502_2_v_3_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MARCHF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01654
HOXA6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.6921
RFX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.7788
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Gene_Name_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
Sox6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.3695
PHB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83187
496100359_PCx_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.37555
K562_Dasatinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0143002
USE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66545
MAF::NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.0982
ATP5F1E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12977
GSE201309_5_v_3_matrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE201309_4_v_3_matrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
MAVS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03554
GSE133286,GSE133299_1_v_0_tepoxalin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.4643
K562_Lapatinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0152014
RCBTB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3357
PMC4029819-pone.0098069.s006.xlsx-Sheet1-Table_S5_FSS_analysis_of_FOXA1_high_versus_FOXA1_low_cases_in_metastases_p-value_0_01_FOXA1	Rummagene Transcription Factor Associations 2026	1.0	null
OSR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.167
WEE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18832
DUXA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.9698
NPW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00926
K562_Ruxolitinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0163193
ORC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03886
496100472_PCx_possible Alzheimer's disease_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	5.18475
DMRTC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4975
K562_GSK1070916_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0204363
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Mesend_D2_GATA6-dependent-ENSEMBL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF839	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1447
C2orf68	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38775
HOXC12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.1565
K562_TMP195_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0185767
K562_M344_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0157543
IGFBP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3846
K562_Ramelteon_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.015397
SMIM12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47327