association	dataset	threshold value	standardized value
TMEM208	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65989
ZFP64	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50001
GSE129811_1_v_0_niacin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ST18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67022
USF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.7164
CREB3L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.9277
ERF::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.6981
ZNF530	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55311
ANKRD27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80227
GSE196962_4_v_6_parg_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC7893038-41598_2021_83450_MOESM3_ESM.xlsx-DBP_Baseline_AMR-GENE_DBP	Rummagene Transcription Factor Associations 2026	1.0	null
CRTC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42581
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.733
P2RX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83389
TRERF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.673
DENND1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43056
HIC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.7138
FOXD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	104.702
TTLL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03314
DDX28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77944
WTIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56599
POLM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48277
chr14_93987789_C_A_b38	GTEx eQTL 2025	1.0	1.43514
PADI4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40118
Perirenal adipose tissue	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.28
ZNF136	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9847
NFIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	74.8338
NDRG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03107
ZNF143	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.0657
H2BC26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62887
PNN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61289
AKNA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14372
SMYD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34159
PMC8046804-41467_2021_22478_MOESM11_ESM.xlsx-Del_AA-TCGA-Unnamed_37_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
MYB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42898
FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8403
496100605_TCx_possible Alzheimer's disease_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.94417
ZFP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91196
Intramuscular adipose tissue	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.864
NR2F6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.9836
BEND5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51535
RARB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0978
CREB3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.755
GSE157383_3_v_1_abemaciclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE146982_7_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NR6A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.15296
EMX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12962
ETV5::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.2802
ZNF337	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98863
PMC4521181-oncsis201520x8.pdf-106-THAP10_THAP10	Rummagene Transcription Factor Associations 2026	1.0	null
TBX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5168
ZNF286A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49656
YIPF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26022
RBPJ	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.7435
CTAGE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61345
NRL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.5461
CARNMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70561
HS6ST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94448
GSE224131_3_v_1_mafb_human	RummaGEO Gene Perturbation Signatures	1.0	null
PRPF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29125
RHPN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37257
CPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25566
FLII	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41768
PSME3IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.06903
NNMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.27544
FBXW4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43182
SLC25A51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92592
DRGX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42145
ZNF428	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57471
496100432_TCx_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.31332
FAM229A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63719
PAX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17526
MED13L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47573
TBX18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68199
YTHDF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65009
Major depressive disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.733
NKX2-4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.6094
GSE182179_0_v_4_kdsr_human	RummaGEO Gene Perturbation Signatures	1.0	null
Pulse pressure	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.23979
JUN::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.676
TFE3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.6947
Cognitive disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.733
KLF13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14211
HAND2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.6696
ING4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66328
FAM219B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8895
Coronary artery aneurysm in Kawasaki disease	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.509691
TP53	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.2777
ZNF76	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.2803
ELF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85758
TDRD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44102
FAM222B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43542
ZFP42	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.6261
NR1I2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.61598
KLLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70632
NHLRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55686
TMSB4X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83614
DNAJC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24412
WDCP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45193
BCL6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.5749
MFF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99606
PMC7893038-41598_2021_83450_MOESM3_ESM.xlsx-DBP_Average_AMR-GENE_DBP	Rummagene Transcription Factor Associations 2026	1.0	null
SEC22C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14506
ARID3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33191
JAK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54529
DHX57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67382
RNASE8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52407
UBE2E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48559
PMC12616242-can-24-3452_supplementary_table_s2_suppst2.xlsx-Down_bins-Down_bins_loosing_H3K27me3_in_hpMSC-EWSR1_FLI1_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
DDX27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76455
CAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12856
ZC3H12B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1726
GSE228106_3_v_1_paclitaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
KLF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02344
ZNF675	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.4193
ITPKC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62407
KCNIP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07312
SLC7A8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85958
ZBTB8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2294
ASAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18934
GSE245270_2_v_5_isoproterenol_human	RummaGEO Drug Perturbation Signatures	1.0	null
ONECUT3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	73.3896
CXXC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17286
GSE200430_1_v_0_sema3d_human	RummaGEO Gene Perturbation Signatures	-1.0	null
KCNJ11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.24272
RNF123	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.485
XBP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.6875
ZNF208	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6389
ZNF214	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00474
NPM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88296
TFAP2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.477
MXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.4469
CHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43074
WFIKKN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52593
496100353_HIP_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.14222
SLC48A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21165
AKAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34636
CHRNA10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12798
ADSS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74564
SCARB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89102
MAFG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74579
ZFX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86602
GFI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.1621
PTBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.8022
TSHZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42932
NEK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24526
496100335_PCx_no dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.83628
SAP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02174
REV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68429
GSE87615_1_v_3_ascl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE146982_7_v_1_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
C17orf75	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48651
POLE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8369
NR1H4::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.0292
GCFC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86714
B3GALNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25098
Mood disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.733
ZDHHC20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94004
ZSCAN12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60759
NCBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54547
PHF21A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82669
ZNF396	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75907
FASLG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10088
GSE245270_1_v_3_isoproterenol_human	RummaGEO Drug Perturbation Signatures	1.0	null
MED13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83956
ZXDA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34383
FAAP24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90451
PMC6167382-41467_2018_6258_MOESM4_ESM.xlsx-TEAD-associated_GSC-Specific_UP-Nearest_Ensembl_GSC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE87615_2_v_3_ascl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
SIX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.8449
H3-4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73527
Melancholic depression	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.733
JMJD1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.01058
TFAP2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	137.15
KIAA1143	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43794
CEP290	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96754
ZNF547	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.135
GAL3ST4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08425
SMAD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32051
EMC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.6493
NKX2-3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.1338
chr14_93990629_T_A_b38	GTEx eQTL 2025	1.0	1.431
GATA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.55676
CBFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01655
GSE129811_5_v_0_niacin_human	RummaGEO Drug Perturbation Signatures	1.0	null
CEBPA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7296
TBL1XR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46647
496100469_TCx_no dementia_TBI_89_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.29413
SIGLEC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65879
Rumen	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.886
PLPPR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79447
TP73	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3294
FOXE1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	108.56
TWF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00102
ZNF695	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67286
ZNF684	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.0765
ZNF662	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74621
FUT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05464
TOMM34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92826
TMEM185B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48022
H4C16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.93741
NET1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93778
UBE2W	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9113
BEST4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72096
TBC1D10B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08071
MITF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6555
SNAI2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6511
CCDC78	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62649
FASTKD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60978
HNF4A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.5932
RAB2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46453
RB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40629
HOXC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28692
MAFK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05193
PHF13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97412
WDR83OS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94333
STAT1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.3114
FOXO3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10733
EFNA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2899
PMC5066615-supp_30.18.2093_Supplemental_Table_S1.xlsx-GR_YBX1_and_HRSP1_down_1_5_fold-Unnamed_1_YBX1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12019518-ao5c02459_si_002.xlsx-Table_S3-Table_S3_Screening_of_genes_that_are_commonly_upregulated_in_cells_on_stiff_substrate_and_down-regulated_by_KD_of_UBE2A_B_AR	Rummagene Transcription Factor Associations 2026	1.0	null
THOP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11508
GSE119345_2_v_3_bexarotene_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF785	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.27319
ARSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4173
EMILIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85458
THRAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00074
RWDD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79322
RAD18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13446
496100326_TCx_no dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.35628
ISOC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94197
SLC17A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62008
BARHL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90828
496100654_HIP_no dementia_no TBI_86_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.98377
SLC35F5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29728
HAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40105
TMEM92	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7817
EPS8L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55221
PMC5497057-ncomms15921-s2.xlsx-AA_PCa_vs_EA_PCa-Unnamed_2_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
RHOXF2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10149
ACACB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36165
CAMKMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75574
SH2D5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6301
STAT3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7477
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Def_End_D4_GATA6-dependent-SYMBOL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
WNK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53765
ZNF384	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	143.836
CERS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93716
GSTM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.4829
Fish consumption	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.609691
NUDT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70398
MAP2K4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69408
ERAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14922
ZFP69B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34106
YAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5319
BHLHE41	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.6143
EFNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96275
Esophagus - Gastroesophageal Junction	GTEx Tissue Gene Expression Profiles 2023	1.0	7.2042
LRP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0923
ILRUN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15494
GSE131649_6_v_5_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE245270_2_v_3_isoproterenol_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Def_End_D4_GATA6-dependent-ENSEMBL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
ZSCAN21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.8606
RNASET2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35287
PDCD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37168
NFIC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.8828
ADAM19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24819
PMC7933708-mmc2.xlsx-DNMT-target_DNMT1	Rummagene Transcription Factor Associations 2026	1.0	null
PROSER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57375
RNF17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63489
MEIOB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14226
ZNF524	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2724
TCF15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74304
NFIX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.994
CDK2AP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83059
SNAI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35967
ASIC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53069
POLR1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7009
GSE146982_7_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100363_TCx_no dementia_TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.12775
MDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65925
TMCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09184
MYO1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96372
496100360_FWM_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.0171
ZFP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14469
TSPAN13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56498
GSE245270_1_v_5_isoproterenol_human	RummaGEO Drug Perturbation Signatures	1.0	null
MEF2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.469
CREB3L4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.0436
CDKN2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61137
NR4A2::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.1048
APBB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98765
UHRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28941
ZNF331	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.1171
RAB29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51244
YIF1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96574
GSE146982_7_v_1_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZKSCAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20907
DTD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61969
TMEM14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77881
GSE149901_2_v_1_anlotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
G3BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3421
ERGIC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62216
PRPF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49453
ZNF439	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56004
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	2.47185
ZNF485	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86183
UBTF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1852
ADNP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46339
NAA38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80978
PLAU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80031
TAGLN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74889
H2BC21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77795
JUN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43524
ZNF205	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08363
DENND11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91305
GATM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54772
RXRA::VDR	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.8
SP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63992
TBX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.7274
SMARCB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65296
CNOT6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51237
TTYH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31623
CFAP418	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62099
BAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27732
PPTC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9477
NR2E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15938
OVOL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26763
PDLIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14445
DYNC1LI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17983
IP6K1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79516
CCDC152	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61193
ZYG11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48016
HNRNPUL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99017
AGL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95729
PELP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90393
EBF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53906
GDE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78109
THRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.967
TMCO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46299
CZIB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46551
CYC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16431
ETV3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61466
GSE183327,GSE183328_1_v_0_ddit3_human	RummaGEO Gene Perturbation Signatures	1.0	null
WDR89	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19429
PDPR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77849
TNFRSF11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87197
NR1D2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.056
ACSM2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77365
ZSCAN31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30356
Disease of mental health	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.733
496100484_FWM_no dementia_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.76662
POLD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35854
BIRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73755
GSTA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3277
MAP1LC3B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07997
ZMYND11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36324
SPATA2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22665
CCDC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14621
NUP37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18627
EXOSC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90244
CTSZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68006
Depressive disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.733
ZNF573	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06681
TRMT61B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06346
496100385_TCx_dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.78485
MLX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.4064
CEBPZOS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45379
PMC12500934-41408_2025_1358_MOESM3_ESM.xlsx-Table_S6-DEGs_p_0_05_between_surviving_or_deceased_DLBCL_patients_that_received_R-CHOP_therapy_DDIT3	Rummagene Transcription Factor Associations 2026	1.0	null
ESRP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62265
TCF7L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.2924
ESRRG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38277
ARHGAP27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58979
GSE145639_7_v_4_adar_human	RummaGEO Gene Perturbation Signatures	1.0	null
FAM8A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87953
GSE153354_0_v_1_tcf19_human	RummaGEO Gene Perturbation Signatures	-1.0	null
496100488_TCx_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.91336
TWIST1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.4741
THBS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80637
KCNIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00526
KDM4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37368
E2F7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88793
ZNF280C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16951
HMGN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08615
LRRC26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03151
ZNF189	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4913
496100659_PCx_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.21892
MYCN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25429
ZBTB18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.4122
GSE169152_3_v_6_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48728
TM7SF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76279
GSE164874_5_v_1_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GCDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06618
GSE155162,GSE155169_1_v_3_buparlisib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CYREN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89022
AFF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51668
APLP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04737
Hypertensive heart disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.009
AGO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77238
ESR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68699
CCNB1IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32531
PARP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56103
MYOD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4883
MFSD13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10154
SORD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86667
ZFYVE26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.452
GSE202434,GSE202438_10_v_11_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CD81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2023
NOS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69046
CYTH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97257
COG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63687
RBPJ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73445
ZNF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60676
NUSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80935
ICAM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30406
PMC7893038-41598_2021_83450_MOESM3_ESM.xlsx-DBP_Average_TRANS-GENE_DBP	Rummagene Transcription Factor Associations 2026	1.0	null
YWHAQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1702
SETDB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06791
ZNF582	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16346
GSE142210_3_v_1_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ANXA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08489
RADX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30539
SLC2A8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95496
ZNF300	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90116
ELN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24352
GSE151612_4_v_8_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null