association	dataset	threshold value	standardized value
JPH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26684
BRD-K37486644	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07297
BRD-K16136457	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.45362
GSE138938_1_v_2_foxp2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Cerebellum	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE193993_1_v_7_sstr2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC2866657-pone.0010547.s001.xls-ERG-high-GENES_UPREGULATED_IN_ERGhigh_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K76485827	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16212
METTL2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.50846
MIF4GD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29219
BRD-K65828139	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.18356
SF3B6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32694
CRCGN012_HEPG2_24H:C21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.34959
BRD-K93253774	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.65689
SMAD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07061
PDPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70734
TACC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42344
CTRL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56373
BRD-K81608755	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.93563
TMEM237	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17734
KLHDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66589
PMC7260947-pnas.1912355117.sd02.xlsx-Sheet1-1185_common_genes_in_D_E_genes_KD_and_AcAPE1_ACOGG1_G4_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ODAD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86476
TMEM106B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7075
ARHGAP39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2901
BRD-K08260539	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13898
SELENOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54223
GSE234647_1_v_3_regorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
RBPJ	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6724
IPO7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99898
MED26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.589
BRD-K51750373	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.24953
BRD-K06619604	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.44154
SAMD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48154
DCBLD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02665
GSE128730_4_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NECTIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15783
Foxo1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.8241
496100416_FWM_dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.76553
ST18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67022
GSE151612_0_v_7_pracinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
RFLNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8933
PTP4A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26814
CYBRD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58902
SERHL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.66598
SLC16A7+ cell_Lung_Human	CellMarker Gene-Cell Type Associations	1.0	null
EGR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87676
PLEKHG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35389
C1GALT1C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12391
BRD-K08406395	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00476
BRD-K18822985	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.20262
FOS::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.8812
LZTS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45469
Hmx2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.3236
496100354_PCx_dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.62957
BRD-K92479346	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.23668
Foxl2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	38.4761
TET2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.54241
SLC4A1AP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99603
HOXA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83823
AURKA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28113
ZNF468	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24236
GSE140997_4_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RNF225	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48202
BRD-K68086276	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11152
PPHLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81853
BRD-K76513704	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10931
UCHL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91827
BRD-K13007223	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.51628
NDUFA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16033
SC5D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44441
Vdr	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.9815
HTT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03549
ATF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77652
PEX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56951
MLLT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94874
BRD-K81288338	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.91629
FAM229B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75984
FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.1168
BRD-K37634338	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.34726
GSE158632_3_v_1_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ABHD17A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4919
DNM1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81683
CSNK2A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86025
ZNF510	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71408
CHMP4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22219
COX15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07343
GSE119978,GSE180930_6_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZC3H12B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1726
BRD-K81605832	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.01464
BRD-K59174091	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.30307
FAM83F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53553
A549_MK-5108_1µM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0147273
SSNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18739
UBQLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80959
SFXN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62874
BRD-K56837922	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.75791
Brain - Amygdala	GTEx Tissue Gene Expression Profiles 2023	1.0	3.45137
ZFP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91196
KDM3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52728
NDFIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07413
BRD-K74547048	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04039
PMC9733061-13059_2022_2800_MOESM5_ESM.xlsx-Table_S4-Table_S4_Genes_assigned_to_JUNB_binding_sites_Each_peak_was_assigned_to_the_nearest_TSS_JUNB	Rummagene Transcription Factor Associations 2026	1.0	null
CRCGN008_HEPG2_24H:H15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.1982
BRD-K39244231	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.08827
ADM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53299
CEBPD	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0965
BRD-K89853033	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.05829
CDK17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.825
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-Unnamed_47_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CUEDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17697
ANKRD13C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55664
PIMREG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78559
BRD-K25791914	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.44662
Digestive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PLAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91263
GSE205163,GSE205164_5_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6122955-elife-33947-supp2.xlsx-HNF1A_activated_bound_survival-HNF1A-upregulated_and_-bound_genes_association_between_gene_expression_and_survival_in_TCGA_PAAD_tumors_-_related_to_Figure_7E_HNF1A	Rummagene Transcription Factor Associations 2026	1.0	null
CRTC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42581
CACFD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78009
ATP6V0E2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10357
496100329_FWM_probable Alzheimer's disease_TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.64225
PIK3R2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86333
GSE223893_2_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE195568_2_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CRCGN015_MCF10A.TP53.M_24H:F22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.0838
ZNF322	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42377
CAAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32176
BRD-K25097691	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.22758
RDH5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4565
ENC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31087
GSE195568_3_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
C11orf68	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.943
BRD-K82105033	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.51166
SULT1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91906
FOSL2::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.5424
BRD-K21466747	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.05981
FKBP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8555
Dlx5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.1096
Hindbrain	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
HLA-DQB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32092
FOXA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.2281
Nfatc2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	34.2816
496100388_HIP_probable Alzheimer's disease_no TBI_87_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.31203
TLX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76489
CCM2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74786
Colorectum	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GIGYF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09578
PHPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79858
Bronchoalveolar system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
BRD-K18462967	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11178
UNCX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03863
LRIG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84844
NUP37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33817
PROKR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72705
TFCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.10801
TLE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72953
CRCGN015_MCF10A_48H:L07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.01339
RASL11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86942
CDYL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38166
FOXD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4
RFX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8749
GSE242333_0_v_2_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GABPA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.0724
SELENOF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24268
ATG16L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4651
PIP4K2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35204
EPB41L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97883
SNX33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06579
EZH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21987
FOSL2::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.9926
GABPB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82939
EIF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45553
RND2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41517
BRD-K02921955	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.32312
JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.9724
AKAP17A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64976
C3orf38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80225
CCDC136	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53744
VWA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74649
GSE118816_0_v_3_myo1c_human	RummaGEO Gene Perturbation Signatures	-1.0	null
OAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75812
BRD-K83673542	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00711
AGAP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77478
BRD-K75164441	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11008
MZF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37816
GSE245270_2_v_3_isoproterenol_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOXP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4753
MYOCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.3963
MHC class I protein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.812
BRD-K88070218	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.24827
ATP6V0B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54774
C1orf109	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20626
BRD-K38073091	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09743
ACTN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59989
TXNL4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16932
BRD-K50008138	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19954
C18orf54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51912
BRD-K75840180	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.977
BRD-K61070477	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12652
POU3F4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.286
BAX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16783
CDC42SE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33897
SFPQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89495
GSE193258,GSE193259_9_v_8_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CSRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75291
LRRC58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94224
HOXB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5376
BRD-K51515697	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.53997
PDXK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36826
FOXO6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4052
CRCGN015_HEPG2_48H:F01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.3204
PMC11092745-media-2.xlsx-cGEP_Associated_Genes_Ranked-SOX4_TOX2_SOX4	Rummagene Transcription Factor Associations 2026	1.0	null
NLGN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1096
PARP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25395
GSE145639_1_v_2_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
abamectin	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.81612
BRD-K86838462	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.37107
CLP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15946
BRD-K54463500	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.45753
ZNF784	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96256
ZNF275	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89632
OGT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74179
MPZL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53992
BRD-K92700781	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.41834
GALT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62708
FOSL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4719
BRD-K11585900	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.74947
NKX6-3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.3204
FAM43B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.451
GSE149000_2_v_0_cyp3a5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
UHRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28941
ASH1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98871
USP51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.585
GSE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02416
Bronchus	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
AVL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37888
BRD-K15410616	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.50191
BRD-K66649343	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.25266
KNSTRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87021
Metencephalon	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
HSF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.2531
NCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9989
BRD-K36278687	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.44275
BRD-K53088255	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.42387
STAT3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4339
NAXD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30545
FOXN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86141
DPPA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54405
EXTL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01755
GSE227592_4_v_3_adar_human	RummaGEO Gene Perturbation Signatures	1.0	null
ARFGEF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87184
SPRTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15808
ZDHHC18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47365
KPNA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94249
BRD-K59049340	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12431
BATF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3131
PRDX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31743
CKMT1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88018
ISL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31339
RILPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21253
ZDHHC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62019
SEPTIN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90206
SKOV-3 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.168
PLBD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6722
ADAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57669
FOXA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2373
PMC12126244-jci-135-184115-s239.xlsx-Table_3_Suppl_Fig_16-Genes_down-regulated_in_SOX9_low_tumors_744_genes_SOX9	Rummagene Transcription Factor Associations 2026	1.0	null
496100333_FWM_probable Alzheimer's disease_no TBI_79_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.02795
PSKH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55992
ABHD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39326
CASTOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17335
SKIC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.79275
ANP32B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33643
MOB3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56753
SEPTIN8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68569
JUN::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.016
BRWD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26258
ZNF530	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55311
BRD-K10232513	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.13445
GSE168797_2_v_0_cannabidiol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K60886324	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.37659
BRD-K34258713	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18853
BRD-K31407552	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.35961
Prdm15	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.3639
Mandibular ramus	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.81
FAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27296
BRD-K63410075	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.62805
GSE205163,GSE205164_5_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE191015_1_v_3_gsdmb_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE150072,GSE169209_4_v_11_qser1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ENAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51182
ATP6V1F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56232
Yy1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.7705
ACTMAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15255
ERO1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35691
GSE233049_1_v_3_atf3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ARMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19684
Liver	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
WDR24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5331
MAP1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70969
KMT2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64316
SPTSSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98175
Right atrium	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.102
KBTBD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94541
BRD-K99455613	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.55057
Mitochondrial isocitrate dehydrogenase complex (NAD+)	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.804
TSPAN14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51353
Lymphoid tissue	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
BRD-A20182314	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.05319
TAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18317
PCOLCE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52266
BRD-K99119142	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.47947
BLTP3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89614
PHF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03024
BRD-K75724196	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.39926
RCN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00088
PEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43654
SPATA33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65692
GSE119978,GSE180930_3_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RAB38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8608
ESPNL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42107
PLEKHG4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11155
MTURN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45116
FOXF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5
H3-7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36212
ARSD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90967
BRD-K24471810	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02447
BRD-K17659275	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.39644
FOSL1::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.2391
CRCGN014_HEPG2_24H:J18	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.6262
Immune system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
Thap11	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.4455
CRCGN013_HEPG2_24H:K01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.38235
CRCGN017_MCF10A.TP53.M_24H:M18	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.05998
BRD-K07482874	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.48455
BRD-K68953461	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.07403
BRD-K15609977	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09241
KLK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85229
BRD-K51275565	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.97285
MESD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75089
FAM124A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67868
BRD-K23694339	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11191
PRMT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94588
TUBB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7536
HNF4A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	52.8075
DNAJB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21101
CES3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37544
GSE190076_0_v_1_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44948
GSE165307_3_v_0_gfi1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXRED2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00843
Intercalated cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.592
PMC12119775-13402_2024_1033_MOESM1_ESM.pdf-30-HNF1A_HNF1A	Rummagene Transcription Factor Associations 2026	1.0	null
FAM110A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89135
BRD-K38046923	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.36717
Skin - Sun Exposed (Lower leg)	GTEx Tissue Gene Expression Profiles 2023	1.0	6.12171
H2BC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79144
BRD-K01534436	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.01512
GSE238018_3_v_4_mxra8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GLB1L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94682
BRD-K68558540	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.31279
Townes-Brocks syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.196
BRD-K85357344	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.35057
BRD-K11504077	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.74331
DYRK1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48869
BRD-K24848743	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13041
BRD-K01615696	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.96289
MHCC97-H cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.917
Intrinsic component of postsynaptic membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.513
C2orf15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92296
LIN28B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22623
ARHGEF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48697
PMC7431913-Table_1.xls-Sheet1-TablesS1_Gene_clusters_highly_co-expressed_with_MNX1_MNX1	Rummagene Transcription Factor Associations 2026	1.0	null
SMIM14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15981
GSTP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87093
UCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29716
SNUPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90527
POU2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5199
GSE138938_1_v_4_foxp2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PDPR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77849
BRD-K06550516	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13172
BRD-K75514760	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.29056
GSE135350_2_v_7_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
AAR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26333
FBXO22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6793
CENPW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82464
H2AB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58716
GSE159678_6_v_7_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE183113_2_v_3_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SRD5A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02544
KLC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85579
HSF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.8323
ERP44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23484
HOXD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12742
MAP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05567
VAMP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59693
BRD-K43872193	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.90099
GSE200839,GSE233826_2_v_0_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ARFIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23625
VDAC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9268
oxaliplatin	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.31517
BRD-K45937240	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.24941
GSE146982_4_v_6_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NME1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.54041
SH3BP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26681
FZD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53015
BRD-K45919129	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.04848
TRIL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92216
CRCGN017_MCF10A.WT.HP_24H:P03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.26225
BRD-K70979181	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.49687
AMPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55921
MED24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95572
BRD-K18865369	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.49397
PRRT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46675
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-Unnamed_60_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GPR20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37241
EBF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71149
CD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7503
STX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38742
BRD-K39499927	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.01134
DGCR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51886
CRCGN013_HEPG2_24H:H07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.03437
Salivary gland	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
PMC3500769-srep00875-s3.xls-FOXA1-Time_4_FOXA1	Rummagene Transcription Factor Associations 2026	1.0	null
AKT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86097
SPATA20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96548
CDK5RAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88943
DPP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6784
METAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69114
BRD-K48035513	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.19145
GSE254649_2_v_1_cstf2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GOLGA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.02584
CHST14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80115
BRD-K59919062	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.14259
FOXG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4864
SLC30A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.04316
SMIM10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76027
POU3F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.4892
PGF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54374
LIVF001-013	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.95282
JDP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.1288
BRD-K32343246	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.21834
GSE210662_2_v_1_znf165_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZYX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5331
CCDC103	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5438
496100278_FWM_no dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.38628
BRD-K77519898	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15359
Mucosa	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
TMED7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98354
EP300	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9591
CRCGN008_HEPG2_24H:G08	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.56945
SOX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.311
GATB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72717
BRD-K62358627	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.59239
VAX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.9747
PMC12518476-10067_2025_7574_MOESM8_ESM.xlsx-Sheet1-Up_regulated_DEGs_of_KD_AR	Rummagene Transcription Factor Associations 2026	1.0	null
TRIP12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3635
496100377_PCx_no dementia_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.07333
KNOP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6446
Pax7	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.5317
SLC45A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70849
GSE115542_2_v_4_digoxin_human	RummaGEO Drug Perturbation Signatures	1.0	null
TRAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22333
BRD-K09395335	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.41982
GUCD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4847
FABP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78243
CKS1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45137
PAPLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44493
FGFR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0888
CRCGN009_HEPG2_24H:F05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.16642
APLP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04737
BRD-K55940699	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.458
Integument	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
ZNF595	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98876
ZNF383	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74839
WDTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52389
BARX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.1512
FOS::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2492
HPCAL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01646
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Ovary adenocarcinoma cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.208
DIP2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19186
GSE195568_6_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K24743998	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.48921
TCF7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.067
CENPV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24541
ATP1B3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66956
FAM3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41126
GSE230263,GSE230265_5_v_1_runx1_human	RummaGEO Gene Perturbation Signatures	1.0	null
DAPK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13008
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-292-OTX2_OTX2	Rummagene Transcription Factor Associations 2026	1.0	null
CELF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51352
SPIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.4049
RASGRP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00278
JPH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21551
MANEAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89617
OGFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80339
BRD-K24565713	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.851
BRD-K19344710	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.84338
BRD-K13849122	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.10496
C19orf47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3997
Hmx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.8782
SUMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43279
BRD-K90311252	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.93318
BRD-K82056353	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1839
AOC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0174
BRD-K75067815	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.53328
CLDN34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16156
DSP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6551
LMBRD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87378
GTPBP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07183
WDR83	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86326
GSE143994_2_v_3_ythdf1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE235701,GSE261434_2_v_3_enasidenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K16136897	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15532
BRD-K66865641	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55314
GJD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34505
CPOX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92287
CRCGN015_HEPG2_48H:C23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.32479
Uterine endometrium	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
BRD-K60898929	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.5763
BRD-K53026281	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07751
FAM43A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37521
HPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13422
PCDH18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03895
TC-25-MR66_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.239678
SLC39A14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64556
TBC1D7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80365
WIPF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23241
BRD-K01228394	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.25969
BRD-K84707727	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0326
ZNF420	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4481
PMC8200296-LSA-2020-00928_TableS2.xlsx-table_s2_DEGs_log2foldchange_0-Table_S2_List_of_DEGs_induced_by_YY1_knockdown_YY1	Rummagene Transcription Factor Associations 2026	1.0	null
LATS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05902
TMEM63B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6275
PLEKHG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87973
GTPBP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21053
BRD-K11979048	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22607
BRD-K02473319	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.75104
FAM110C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00903
ABCD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09711
GSE158182_4_v_7_pnpla3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Colon	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
SBK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36211
KLRG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01485
TEAD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.9251
KDM5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29246
BRD-K23556321	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.81706
IWS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85855
TEAD4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.241
LUC7L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39472
GSE254649_3_v_0_cstf2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HNF1B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.8306
CSNK1E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50465
FGFR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1536
BRD-K42716291	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.4591
Arid3a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.2222
PCYT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41208
POU1F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74068
SEC62	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14138
BRD-K92767663	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.03003
BRD-K84832762	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.23265
ING3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12815
SOX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.354
BRD-K07501194	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.24991
TTLL13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42308
BRD-K81099637	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.42534
SATB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3297
BRD-K12524104	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.48294
ZSCAN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72208
BRD-K40418847	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.43952
CPNE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46492
Cardiac muscle	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
VKORC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81855
TXN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75591
PVR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6928
DNAJA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1059
BATF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.655
COG7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53438
TSEN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22166
RNF208	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76581
TIGAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94669
DGCR6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84243
MTFR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73606
SKIDA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02125
BRD-K63919349	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.06041
ACOT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52265
BRD-K48999921	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.53254
ZCCHC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16834
POU3F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.4723
PSMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70029
ATF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43921
DNAJC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55534
GSE227592_8_v_3_adar_human	RummaGEO Gene Perturbation Signatures	1.0	null
THG1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.6565
SGSM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57488
PFDN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03715
PHKG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4401
BRMS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06098
CRCGN011_HEPG2_24H:C21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.2547
BRD-K25525067	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.07633
POU2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.0444
BRD-K86935536	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.64067
ZNF274	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.5951
VACTERL association	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.191
naltriben-mesylate	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30181
Atrium	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.112
GSE118816_2_v_3_myo1c_human	RummaGEO Gene Perturbation Signatures	-1.0	null
XPNPEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81745
GSE205163,GSE205164_3_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
MPND	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.23914
BRD-K44421266	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.69451
GSE193258,GSE193259_9_v_13_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95262
CHST3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51241
NPLOC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3894
GSE133087_1_v_0_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
HGEC cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.751
ABI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36399
FOXC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.2078
BRD-K25193509	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.01755
BRD-A29371732	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02707
ZNF233	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91112
AHSA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73438
GSE146982_4_v_6_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K44779670	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.78693
MAPK15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65099
496100537_FWM_no dementia_TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.17328
BRD-K11589884	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.85003
CRCGN017_MCF10A.TP53.M_24H:K20	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.41947
TOR1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97292
PMC10247733-41408_2023_863_MOESM4_ESM.pdf-574-ZSCAN1_ZSCAN1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K63263229	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08272
CSTF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19146
RABAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03396
EEF1G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-7.82121
CRCGN015_MCF10A.WT.HP_24H:D09	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.08999
AGFG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37219
THOC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11415
BRD-K10696228	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.43842
DCP1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22866
dilazep-hcl	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.39578
BRD-K19946529	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.57904
BRD-K82021299	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.74746
RABL2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25272
PON2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04144
ITGB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79068
GPRC5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82693
BRD-K24512597	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.27839
ARL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05959
CAMKK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2776
LDAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07479
POLDIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10398
ZNF528	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.3312
BRD-K37544873	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.08203
LYPLA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06926
TLK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65158
SPATA2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24834
SLC35B3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34995
DUX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.0812
CRCGN015_HEPG2_48H:G02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.2601
B9D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03284
BRD-K37151525	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.4299
KDF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0425
FUT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86372
BRD-K22229373	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.28576
CRCGN017_MCF10A.WT.HP_24H:P24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.9659
TMEM203	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2204
MITF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11217
SLC7A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30726
BRD-K43989220	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.37042
APBB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98765
ODR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00772
PMC5527282-ncomms16041-s3.xlsx-M_LPS_-_gene_signature-Supplementary_Data_2_Full_gene_list_of_M_LPS_-_signatures_as_defined_in_figure_3_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
KLF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09207
BRD-K74251295	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.18301
GSE238018_3_v_2_mxra8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Teratocarcinoma cell	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Ec	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.977
BRD-K76068355	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.58488
AP2B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82695
BRD-K81751970	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27557
BRD-K13110820	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.56567
GSE109140_0_v_3_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K35404627	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.72605
MYDGF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01638
Testicular cancer cell	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
POMC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35844
TBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94722
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-ICM_JUN-Unnamed_1_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
NFYB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86468
CRCGN012_HEPG2_24H:J20	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.47822
C4orf46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47123
LRFN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51812
BRD-K90693562	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.96461
GAP43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81913
CRB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12061
AIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97073
EMX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87629
CILP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69257
MKX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03541
BRD-K80923834	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02042
UQCR11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6181
DUXA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.0822
ZNF232	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31258
PDIA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2039
TBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97618
BRD-K70154746	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.03991
BRD-K23800773	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.32236
TMEM79	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65725
Goldenhar syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.224
HARBI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55987
GSE193258,GSE193259_9_v_12_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K56916068	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.39021
FOXO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18441
ADAM33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80357
PRMT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66408
BRD-K47165178	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02501
BRD-K05119275	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.21975
BRD-K80239721	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55958
BRD-K46161579	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.66492
RFX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8029
ZNF680	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.1165
THOC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73556
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-PHOX2B-fromNode_PHOX2B	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K42995703	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.38304
KRTCAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36368
Podocyte foot	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.632
BRICD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04569
RNASE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39099
HECA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26637
BRD-K44713204	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	5.03151
NDUFS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5249
CYFIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57434
OSER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30401
ORC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59256
RWDD2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45785
FOXK2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.7326
POU5F1B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.6292
PDE6D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85547
POLR1H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22536
AJM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83821
ALX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60578
PEDS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65268
MOSMO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86251
RBM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43605
TMEM134	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30439
SYP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91323
OTUD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14525
GSE228106_3_v_4_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE205163,GSE205164_2_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC4149371-pone.0105180.s010.xls-SOX2-GENE_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
BEND3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79365
TBC1D10A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66846
CPEB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32933
GSE207611,GSE207612_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K92378241	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.41516
ZNF554	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89233
NID2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80597
SHC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18303
Hand1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	42.7655
RPS6KA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51197
BRD-K39107553	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00458
ADSS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74564
FAM199X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16893
ABHD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90799
FAM111B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8345
GSE145639_1_v_6_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K13896696	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00801
ZNF461	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.42581
GSE149035_3_v_5_hepacam_human	RummaGEO Gene Perturbation Signatures	1.0	null
USP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71062
GSE168797_2_v_5_cannabidiol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K72787967	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20024
GALM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20911
GSE118816_2_v_1_myo1c_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FBXO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4544
MEIS2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.6458
GSE158632_3_v_0_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DENND5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.0771
BRD-K31683335	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.83763
NAPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03538
CYB5R3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38376
CEP72	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05569
TCEAL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.55393
PMC4149371-pone.0105180.s010.xls-NANOG-GENE_NANOG	Rummagene Transcription Factor Associations 2026	1.0	null
MED13L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34643
CNPPD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52577
BRD-K04544693	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.94151
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-741-ENSG00000165588_OTX2	Rummagene Transcription Factor Associations 2026	1.0	null
PCDH8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01604
BRD-K25200031	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55177
BRD-K61924932	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.15097
PDCD6IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34597
BRD-K50417536	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.28593
HOXA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.5296
PMC7430827-12864_2020_6933_MOESM4_ESM.xlsx-Sheet1-Additional_file_4_Table_S4_A_list_of_3_062_genes_containing_locus_where_only_KD_had_non-synonymous_SNPs_compared_to_other_duck_breeds_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Npas4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.9041
BRD-K31908823	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	5.14091
CRCGN017_MCF10A.WT.HP_24H:D14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.12915
BRD-K15928912	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.64164
ZNF155	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17272
CLTA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63012
CCDC85C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2567
BRD-K56336567	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.4415
BRD-K14117311	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.2679
TTC39C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65964
GSE193258,GSE193259_9_v_0_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BHLHE22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37979
RIOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14777
ZDHHC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68156
ENTPD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46569
496100345_FWM_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.25206
mfe296	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.242
ZNF354B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.55048
BRD-M07419510	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.64528
GSE119978,GSE180930_2_v_7_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Urinary system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PRSS50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89655
PHOX2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.8259
PMC12119775-13402_2024_1033_MOESM1_ESM.pdf-30-ENSG00000135100_HNF1A	Rummagene Transcription Factor Associations 2026	1.0	null
FAM222B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43542
SIRT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30091
GSE146612_1_v_0_amiodarone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K82814367	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.01446
BRD-K32403948	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00204
BRD-K46623934	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.4006
PMC6122955-elife-33947-supp2.xlsx-predicted_HNF1A_targets-Predicted_HNF1A_targets_-_related_to_Figure_1_HNF1A	Rummagene Transcription Factor Associations 2026	1.0	null
DNAJB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4087
ZC3H7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72091
Proximal segment cell_Fetal kidney_Human	CellMarker Gene-Cell Type Associations	1.0	null
COL9A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44012
BRD-K20091931	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15721
GSE238018_3_v_0_mxra8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC3500769-srep00875-s3.xls-PAX2-Time_4_PAX2	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF236	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29257
RELT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74122
BRD-A35294449	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16434
SYN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22533
BRD-K06451913	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.54913
CNOT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97408
CRCGN017_MCF10A.WT.HP_24H:P17	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.5075
B4GAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67524
BRD-K39548949	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19575
Ovarian epithelial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.65
CXXC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19571
BRD-K13681383	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.76055
KDM4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7052
MYOZ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3112
GSE218949_0_v_1_cep20_human	RummaGEO Gene Perturbation Signatures	-1.0	null
IL17C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13817
GSE160817_4_v_9_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
EVA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85231
BRD-K40439253	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.23
BAMBI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37152
FOSL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.522
BRD-K00907050	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00894
KCNA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93312
Hmx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.504
TRIM33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35081
DNAJC28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59578
FOSL2::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.6816
BRD-K90797575	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.56853
H2AC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07012
ZNF777	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3612
GNAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20104
BRD-K87595216	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.38368
BRD-K00955582	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.00636
MRS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62029
IFIH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31526
TNFRSF18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00128
SIX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.9068
ZNF157	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.2201
Lung	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
SHISAL2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47973
BRD-K60306319	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.35805
Oviduct epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.613
HSPB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07905
BRD-K44803159	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.66582
BRD-K69348766	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09202
ZFYVE19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75053
SMURF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79293
RABGAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66804
ZNF330	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17699
SEPTIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9302
TUBA4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4928
TMEM169	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.88272
NES	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40166
KCNS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91847
Nkx3-2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.3848
UBE3C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79864
FOXK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.054
ZNF410	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7337
ZZZ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78927
GRHL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2716
ELK4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5603
MRI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57565
CRCGN017_MCF10A.WT.HP_24H:P11	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.061
CRLS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7971
TOMM70	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46643
BRD-K83751422	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.86278
GSE168473_0_v_1_isoniazid_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K28006645	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.57702
RFX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0684
TARS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38344
HNF1A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.93
PROSER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57375
CRCGN017_MCF10A.TP53.M_24H:A03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.0765
HNF1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36517
CRCGN015_MCF10A.WT.HP_24H:E16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.38537
BRD-K82217056	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.2637
TDRD12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8689
BRD-K17285268	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.66723
GSE249404_0_v_1_oxytocin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Foxj2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.4263
Hoxa11	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.8549
ADAM11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69176
BRD-K32702774	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.57634
TMEM97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.002
ELF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.3819
Sox5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.7097
FOXO4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6988
COL27A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84243
HMGXB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66907
BRD-K88000297	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.64419
GSE96649_1_v_2_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NUDCD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17696
UGT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07234
FAM220A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96487
NCS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93274
CRTAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10523
WDR6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93115
ECHS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13298
GSE168233_0_v_1_setdb1_human	RummaGEO Gene Perturbation Signatures	1.0	null
FAM241B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33715
UBLCP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69685
BRD-K16937802	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.20328
BRD-K26306512	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27745
PGAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13476
PMC6137307-mmc2.xlsx-STAT2-IFNa-Table_S1_STAT2-IFNa_Related_to_Figures_1_4_STAT2	Rummagene Transcription Factor Associations 2026	1.0	null
TNFRSF10A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98354
BRD-K16149312	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.03375
ZMYND8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13481
PPIL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27579
BEX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38724
BRD-K74486924	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.37168
CRCGN012_HEPG2_24H:G07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.72259
NEO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07556
PRPF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28571
OSR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2622
RNF126	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11025
POU5F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52164
ZC3H12C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.782
BRD-K56339035	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.17066
CRCGN008_HEPG2_24H:D11	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.5681
BRD-K30488928	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11944
TCF21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81716
FKBP1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11627
GSE200839,GSE233826_3_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100611_FWM_no dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.40759
BRD-K19652287	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.18549
CRCGN008_HEPG2_24H:D09	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.1167
RNF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.65713
CABLES2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56035
CD63	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49011
H2BC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95119
GSE146612_1_v_3_amiodarone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF547	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.6247
BRD-K85943445	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.98367
HNF4G	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2044
MRPS25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26179
BRD-K36730085	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12412
GSE158632_2_v_0_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K95014129	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.82779
GSE119978,GSE180930_2_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K87669186	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.45958
PRKCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5802
HD-22-KR30_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.248677
POU3F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.6093
Integral component of postsynaptic membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.544
BRD-K07384081	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.07775
BRD-K94801143	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14308
BRD-K73402542	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.54836
PMC6122955-elife-33947-supp2.xlsx-HNF1A_activated_survival-HNF1A-upregulated_genes_association_between_gene_expression_and_survival_in_TCGA_PAAD_tumors_-_related_to_Figure_7-figure_supplement_1A_HNF1A	Rummagene Transcription Factor Associations 2026	1.0	null
GSTM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.4829
COPS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01893
ZNF766	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.7233
Viscus	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ENOPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72579
BRD-K56244705	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.51544
CEBPA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4875
SCAF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24783
BRD-K04741797	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0262
BRD-K18601936	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.82797
FOSL1::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.2203
KLF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32199
ADCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63871
GSE242367_1_v_0_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CPSF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95285
LEO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.43212
WFS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3688
FHDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83137
ZNF555	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56455
PAX6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.3488
UROD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66679
BRD-K65250438	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.13565
APOBEC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28111
BRD-K57218871	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09262
CHARGE syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.169
Pou5f1::Sox2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	48.6168
DRAM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63368
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-COMMON_KD-DOWN_and_OE-UP-109_common_elements_in_kd-down_and_oe-up_AR	Rummagene Transcription Factor Associations 2026	1.0	null
SLC38A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34169
Mitochondrial tricarboxylic acid cycle enzyme complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.733
MTAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39876
GSE200839,GSE233826_2_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
BMAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29187
RXYLT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92334
TWNK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40519
BRD-K90769476	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.1982
THNSL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3391
RAB3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81549
HLA-A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.22705
SLC3A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99005
FAM104B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93448
BRD-K20912596	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.461
F8A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54782
SRRT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12779
GSE99875_2_v_0_everolimus_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6122955-elife-33947-supp2.xlsx-NY8_v_NY15_DE_Bru-seq-HNF1A-regulated_genes_Bru-seq_after_shRNA_in_NY8_or_NY15_cells_-_related_to_Figure_7A_HNF1A	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9052432-szac008_suppl_supplementary_table_s3.docx-30-IRF1_IRF1	Rummagene Transcription Factor Associations 2026	1.0	null
ZC3H12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26965
FUS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56861
DLGAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16319
PARP14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41659
DIABLO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2478
TJAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14099
ZBED3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26123
TMEM185A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60615
PMC3470785-NIHMS377161-supplement-3.pdf-485-GABPA_GABPA	Rummagene Transcription Factor Associations 2026	1.0	null
FOXA3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.5025
BRD-A52749901	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.77435
PRPS1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39904
GSE139455_7_v_6_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
FBRSL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85242
CRCGN016_MCF10A.TP53.M_24H:O10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.20953
GSE223893_11_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
VAMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07787
RHBDD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29851
RTBDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41829
496100466_PCx_probable Alzheimer's disease_no TBI_89_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.25688
RAI14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88474
BRD-K81036566	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15539
GSE242367_1_v_0_dpp9_human	RummaGEO Gene Perturbation Signatures	1.0	null
SUCLG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81079
FOXH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.8775
BRD-K23208879	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.66583
PIAS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54088
PMC8995879-Table_1.xlsx-exome_variants_MAF_0_01-Gencode_34_hugoSymbol_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K24479270	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.94161
CDC42EP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21566
Isocitrate dehydrogenase complex (NAD+)	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.804
BRD-K24343968	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09042
CRCGN014_HEPG2_24H:J15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.90145
BRD-K23280067	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.65214
BRD-K75900952	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.22648
FOXP3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.2902
Urinary tract	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
RASL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13551
BRD-K20185935	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.32011
ZNF483	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16355
SP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00329
496100426_PCx_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.48074
CDK5R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48285
MT-ND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7337
BRD-K05831864	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.61506
MYEF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94728
BRD-K45272675	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3326
GALE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50989
ETV4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22415
ALDH1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99777
LIVF001-018	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	5.53434
BRD-K23440419	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3135
JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.1404
PTPRCAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33445
BRD-K32434600	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.3264
ATP8B3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32327
GSE200839,GSE233826_2_v_6_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Integral component of synaptic membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.401
496100367_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.33248
PSME4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3486
BRD-K51047687	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.16667
PMC9564215-pnas.2203480119.sd02.xlsx-OVCAR-5_SCD_KD_cultured_in_low-hgnc_symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K08899466	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02295
Lef1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.0601
ABAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96371
PTGES2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66312
RSU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67663
BRD-K15419834	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11396
PMC8561673-NIHMS1742950-supplement-Table_S7.xlsx-Housekeeping_MYC_ProxTubGenes-Proximal_Tubule_Enriched_Genes_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
ELMO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99015
BRD-K19766710	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.05704
BRD-K46074482	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12779
CXADR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77458
BRD-K83553001	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.58276
FOS::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.8391
BRD-K09250623	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04867
BRD-K22071228	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.94321
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-version_2_4_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K10416099	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.20661
GSE128730_3_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE149901_2_v_0_anlotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K22246901	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.73771
BRD-K29011844	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.04427
SPACA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04052
USP33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97911
SLC36A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46821
PEG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46691
GSE93124_0_v_1_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CRCGN015_MCF10A.TP53.M_24H:G01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.20107
HNRNPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41982
BCL6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92327
BRD-K31390971	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.08463
GPC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84227
CARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77059
RBM46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64875
BRD-K37592272	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.08103
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-ICM_JUN-Unnamed_3_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
drofenine	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.31416
TRAF3IP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57659
CRCGN017_MCF10A.WT.HP_24H:P19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.1102
BRD-K90902537	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.25617
BRD-K66207462	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.58874
SHFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60002
PAN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23592
Tonsil	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
MAP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43065
SAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99589
LRCH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26642
Foxo3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.3476
GSE160817_5_v_9_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PHTF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74737
GP1BA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40299
BRD-K37459038	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.54232
APMAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.248
BRD-K74701308	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.55736
ERBIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67811
STK24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53897
BRD-A79884839	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14224
PPIG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05138
GCLM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49046
TEAD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6308
ADAMTS10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25943
TNFSF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.19886
Intrinsic component of synaptic membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.322
ADPRS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20588
GSE172016_2_v_0_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
diclazuril	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.69011
BRD-K30727702	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.19041
BRD-K77172154	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13355
TMEM128	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79454
GSE205163,GSE205164_1_v_7_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BTG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80699
BRD-K24108193	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.82417
DDX24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.06194
lomofungin	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.29444
BRD-K95927760	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.90113
FOXP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.5359
FAM98A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18569
GSE205163,GSE205164_1_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
YWHAZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4804
VPS36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14611
HMGN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54632
RWDD2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37059
ACTRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4148
BRD-K12025316	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02054
BRD-A23955117	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.60521
PTK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38169
ASAH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74936
KOC-7C cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.939
GATA1::TAL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.4163
SERPINH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70129
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-DEG_KD_PC-Symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K08408085	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.82125
BRD-K98545272	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.34501
BRD-K55606442	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.31156
BRD-K32445732	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.60684
Prdm4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.746
LYRM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59958
BRD-A22502289	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04754
ANKIB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07576
BRD-K16305571	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.30423
GSE160817_3_v_6_slamf6_human	RummaGEO Gene Perturbation Signatures	1.0	null
FAM210B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97157
BRD-K69751974	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.66293
BRD-K22944782	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.62801
FAHD2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.029
ZFY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86873
BRD-K01103048	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.58322
TPMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.49711
ISL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3227
BARHL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43048
CDCA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29364
HOXC13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7566
MREG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80671
BRD-K52154207	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3895
BRD-K17753780	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.48387
BRD-K54467766	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13398
TXNDC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01372
FOSL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.0572
BRD-K36713925	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.36055
GSE197555_1_v_3_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
INPP5J	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35106
MATN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07547
BRD-K02388444	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18372
CREB3L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97542
PMC7730811-13148_2020_983_MOESM1_ESM.xlsx-Table_S3D_HNF1A_Target_Genes-Table_S3D_HNF1A_Target_Genes_Average_Colon_HNF1A	Rummagene Transcription Factor Associations 2026	1.0	null
SLC25A22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72227
BRD-K56562541	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.57814
VEGFA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47288
CLPSL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61877
BRD-K34985200	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16316
JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.9628
SOX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26238
NFIL3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.5906
ZNF689	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.1316
EAPP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61087
Dlx2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.9049
RTL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.20041
PMC5795782-supp_gad.302646.117_Supplemental_Table_S1.xlsx-Table_S1_2-Supplemental_Table_S1_2_Genes_significantly_upregulated_by_ARID5B_knockdown_ARID5B	Rummagene Transcription Factor Associations 2026	1.0	null
RAB3IL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08385
Foxf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.6117
DGKZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03253
FOXD4L5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60237
NDUFB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58059
RIMS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30722
BRD-K68667113	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.28554
CYC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16431
CRCGN014_HEPG2_24H:I13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.16675
APC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26958
MAP3K12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62414
BRD-K16496880	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.00807
TSSC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21554
496100391_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.36683
CCDC61	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90336
PYROXD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55629
496100455_FWM_dementia_TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.326
MKKS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25097
BRD-K34335352	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.58408
ZNF324	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.5357
SLC35F5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29728
MKNK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0734
BRD-K29238078	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.50511
CRCGN011_HEPG2_24H:I24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.13425
ZNF534	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83856
MFSD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11452
Endometrial glandular epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.021
CSDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57874
MSL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74546
BRD-K04498687	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.43662
BRD-K82324807	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.82265
PKNOX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.9344
Respiratory system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
BRD-K12955049	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18448
HAND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35932
BRD-K20183527	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19771
POU6F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.5284
GSE193258,GSE193259_9_v_6_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FTL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55046
PMC5927328-NIHMS77085-supplement-Table_S4.xlsx-Table_S4A_LPS_induced_genes_GO-Unnamed_1_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
RASSF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01859
KCNK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35208
NXPE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30472
SERF1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51149
SCRIB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65989
KCTD19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10601
BRD-K95443593	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.13282
CCDC50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51726
GSTCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97284
Urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ZNF598	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40169
GSE125862_2_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K85168571	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1917
BRD-K13370005	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.70568
CRCGN012_HEPG2_24H:G02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.04644
NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6394
BRD-K09699976	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.67621
EFEMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81305
NSUN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60662
BRD-K01208204	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16306
GSE158834_0_v_6_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
NARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60528
CRCGN017_MCF10A.TP53.M_24H:D22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.03
PBX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6742
FAM193A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1702
RAB11FIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.433
PDZD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19298
BRD-K12853587	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.38021
BRD-K53186055	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01496
BEX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00846
BRD-K40485332	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15432
GSE150072,GSE169209_6_v_11_qser1_human	RummaGEO Gene Perturbation Signatures	1.0	null
CRCGN017_MCF10A.WT.HP_24H:P12	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.6603
TBC1D16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32665
PCCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44838
NKX6-1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.7864
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-DEG_KD_PC-Ensembl_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
MARCHF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01654
CRCGN015_HEPG2_48H:D17	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.42778
XRCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40648
BRD-K48717228	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.94603
GSE152699,GSE152723_3_v_2_vemurafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
IER5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0834
BRD-K19958830	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.58498
GSE96649_1_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CENPC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15437
GSE233679_14_v_2_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE96649_1_v_0_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LIVF001-008	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.54798
EHF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.9943
PAAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.88394
C8orf48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38236
BRD-K76899562	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.56273
S1PR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83103
RNASE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94292
CRCGN013_HEPG2_24H:H23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.03383
FNDC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13707
GSE168797_4_v_0_cannabidiol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Exocrine gland	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
RIPK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35865
POU2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3551
PMC9618568-41467_2022_34255_MOESM4_ESM.xlsx-TAL1-Unnamed_0_TAL1	Rummagene Transcription Factor Associations 2026	1.0	null
DCTN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68075
CLC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17059
ZC3H18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69648
MRPL43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06962
BRD-K58025976	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.57293
BRD-K19118372	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.39209
C1QL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21239
Kidney	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CHST6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53428
FAM131B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38967
LIF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97447
ARHGEF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4853
PMC12549544-mmc2.xlsx-AA_D1_VS_D7-Name_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-A25869984	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.41558
BRD-K14533399	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.03325
FOXL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0405
MGRN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5081
ractopamine	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10752
BRD-K79352289	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22927
Hematopoietic system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
CRCGN015_HEPG2_48H:K08	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.60107
TLR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30346
TENM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.724
FAAP20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4165
TRIM23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.36486
GSE151612_0_v_2_pracinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE224547_1_v_0_cftr_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZSCAN21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.812
BNIP3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42733
PPARD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19772
COL6A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34942
NCOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52608
SMYD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30658
CREB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25618
BRD-K86855109	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.42191
NUDT22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46131
Excretory gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GALNS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23769
SEC14L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.06658
ONECUT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6665
ETNK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84148
ADAM10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08641
496100495_FWM_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.00433
FOSB::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4597
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
TMEM185B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48022
ACY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54119
HDHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73941
Renal glomerular cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.206
HELB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56073
DUSP28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48641
ZNF707	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64174
ASIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0026
SPAG9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60593
AMER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18516
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	2.29157
SLC22A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02454
SPRED2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90627
YPEL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98507
496100346_FWM_no dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.85757
BRD-K88988134	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.259
VPS4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02408
BRD-K88990907	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.36297
EMILIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85458
GSE205163,GSE205164_2_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
FOSL1::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.529
TPRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19783
FOXP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3786
GSE135350_2_v_5_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
Liver bud hepatic cell_Liver_Human	CellMarker Gene-Cell Type Associations	1.0	null
SESTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80054
BRD-A83672804	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.27885
MYBL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.1469
PMC6122955-elife-33947-supp2.xlsx-predicted_HNF1A_targets-Unnamed_1_HNF1A	Rummagene Transcription Factor Associations 2026	1.0	null
MAML2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20531
PMC8017594-LSA-2019-00332_Table_S1_Table_12.xls-DCX-KD_LIS1-KD_DEGs-LIS1-KD_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CRCGN011_HEPG2_24H:E14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.30385
PLOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68781
FBXO21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62149
SLC7A8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85958
CCDC92B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50248
ACSM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34649
BRD-K96154586	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11872
SOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99377
MUS81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13617
FERMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.37413
BRD-K19526797	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.7704
TBC1D17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44925
TYMS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68373
C10orf105	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30867
BRD-K09623383	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.32486
ATP5MGL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33349
PYGO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71315
496100362_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.39449
BRD-K52391588	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.52273
PMC9124206-41419_2022_4940_MOESM8_ESM.xlsx-DEG_PACA-US-ID_PTF1A	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4269325-NIHMS634665-supplement-supp_table4.xls-H3K27me3_TRIM37_KD-Unnamed_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K07712233	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00513
RAP2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8752
BRD-K16214172	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-5.03182
BRD-K83341545	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.55339
BRD-K93697231	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01977
CCNC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63023
BRD-K25485483	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.72249
BRD-K16331797	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.84511
BRD-K10781609	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02255
ZNF394	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49514
BRD-K49507197	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.45054
GSE193993_1_v_3_sstr2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K78939372	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.05324
CDT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63929
DUSP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57228
BRD-K09227140	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.26378
FZD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77944
BRD-K41355409	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.0904
BRD-K05796207	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.53131
BRD-A54769817	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.1626
PMC7617064-EMS151900-supplement-Extended_Data_Figure_5_Source_Data.xlsx-CLC_D9_DEG-Logfold_change_threshold_1_0_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
TMX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32482
GSE171179,GSE171181_0_v_1_e7107_human	RummaGEO Drug Perturbation Signatures	1.0	null
BATF::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4297
ECI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69768
496100616_FWM_no dementia_TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.08269
GSE233679_12_v_2_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K44521151	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10866
THBD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50735
Uterus	GTEx Tissue Gene Expression Profiles 2023	1.0	0.663666
Nobox	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	14.0
BRD-K13309514	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06838
TTC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89672
PUS7L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49174
FZD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.60268
GSE168918_1_v_0_tmprss4_human	RummaGEO Gene Perturbation Signatures	1.0	null
TMF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3159
KRCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63851
BRD-K99939253	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04661
BRD-K58532728	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15565
Oviduct	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
IKZF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22616
BAG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45307
Pharynx	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
TPM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25222
PMC6122955-elife-33947-supp2.xlsx-NY8_and_NY15_HNF1A_binding-HNF1A_binding_status_for_genes_differentially_expressed_in_NY8_and_NY15_cells_-_related_to_Figure_7B_HNF1A	Rummagene Transcription Factor Associations 2026	1.0	null
CRCGN008_HEPG2_24H:M08	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.2519
LBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52327
ADM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78994
UBE2J1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24784
CLDND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9804
WFDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54207
BRD-K16279128	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.56974
SBF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80218
BRD-K05304510	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15609
GSE168797_4_v_5_cannabidiol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ESR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68699
SMYD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8952
BRD-K67936348	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.06431
SLC31A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70004
TEAD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6587
BRD-K49409947	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.05497
ROGDI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28944
BRD-K08107521	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.23775
CAPRIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.06399
FOXH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.04543
BRD-K94385157	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07809
ZBTB37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04218
PAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96702
BRD-K22137463	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.50293
WDR91	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.56371
EFL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95468
BRD-K47203692	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.7039
Stat6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.2597
ZNF747	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0199
NPAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47334
PIP5K1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26818
NUTM2G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81634
Ovarian surface epithelial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.69
KDM6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73208
ARHGEF40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86122
BRD-K92398088	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.00301
DAGLB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70395
DHTKD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67471
GSE158182_3_v_7_pnpla3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE186112_1_v_0_med23_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN011_HEPG2_24H:L03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.9582
ELAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57512
GSE160817_3_v_8_slamf6_human	RummaGEO Gene Perturbation Signatures	1.0	null
RPL18A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55627
UBAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89016
MRPL53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50691
BRD-K44950949	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11463
OLIG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23616
UBTD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79492
Mouth	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
BRD-K84932026	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.32231
TTLL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82989
RAB8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82526
PLAAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65541
BRD-K43170571	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.60804
UTP20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96201
ZFYVE27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62777
BRD-K57719270	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.94373
FOXS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6283
BCL6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0554
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-ICM_JUN-Unnamed_2_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
Nasopharynx	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
CREB3L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86677
BTRC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44794
BRD-K11662217	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.52546
BRD-K86228587	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.18576
Foxj3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.4709
BACH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.8389
MAPK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4306
GSE133087_5_v_0_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC3500769-srep00875-s3.xls-GATA3-Time_4_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
PPP1R35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82052
SMAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92081
ACTR1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60119
MAPKAPK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31388
GSE154936_3_v_2_remdesivir_human	RummaGEO Drug Perturbation Signatures	1.0	null
Uterus	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE145639_1_v_4_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95526
REP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55643
SMIM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01426
NLGN4Y	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78852
CBS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45109
BRD-K51342021	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.33428
CARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6871
GSE195568_1_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80937
Ovarian surface epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.846
FMNL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33753
Left atrium	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.112