association	dataset	threshold value	standardized value
LTBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38235
CDK5RAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88943
BRD-K57732605	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08693
BRD-K61973443	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.45743
BRD-K41604824	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.40121
CRCGN017_MCF10A.TP53.M_24H:K01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.2174
DDX31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36069
SEC31A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23271
WARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03859
FOSL1::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.175
TELO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8273
BRD-K21584435	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.29453
GSE148252_7_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CRCGN014_HEPG2_3H:D08	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.35367
BRD-K64111129	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.63443
CREB3L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6561
BRD-K96250732	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.51873
BRD-K27719710	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.29484
BRD-K87275815	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.00847
WDR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22377
BRD-K57167256	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.99757
CRCGN013_HEPG2_24H:G15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.18846
ZNF345	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91327
ZC3H12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.26965
ZFHX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89328
ZBTB7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13862
SOHLH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77081
HNF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99249
ZNF337	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98863
GSE94849_6_v_5_pinometostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
KDM4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04613
NDUFA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01001
MID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06925
BRD-K20495487	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.1991
SEPTIN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37088
PMC9396374-Table_4.XLSX-AR_related_target_genes-gene_symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
SIPA1L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73039
RNH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77208
PMC9495541__F6	PFOCR Pathway Figure Associations 2024	1.0	null
TIAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21924
BRD-K66590796	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.45782
ZMYND8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13481
PDPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20661
abnormal heart morphology	IMPC Knockout Mouse Phenotypes	1.0	null
RHOV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88876
BRD-K53491881	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07509
BRD-K10358320	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06567
BRD-K46970272	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.17405
ACSM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13837
BRD-K26720280	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.38035
TFEB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.205
increased spleen weight	IMPC Knockout Mouse Phenotypes	1.0	null
HOMEZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11931
GSE138019_3_v_2_nudt12_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89137
CRCGN014_HEPG2_24H:M17	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.12664
CRCGN017_MCF10A.WT.HP_24H:C08	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-4.33155
GSE224096_1_v_0_cocaine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF462	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65597
BRD-K32535831	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.41296
BRD-K78344913	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.23572
ZNF74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31935
CRCGN014_HEPG2_3H:N09	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.13587
PMC4269325-NIHMS634665-supplement-supp_table4.xls-H3K27me3_TRIM37_KD-Unnamed_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9396374-Table_5.XLSX-Table_S5-AR_genes_AR	Rummagene Transcription Factor Associations 2026	1.0	null
LRIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77619
GSE241701_2_v_3_daxx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
H3-5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89653
GARIN5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33132
PMC7998429__F3	PFOCR Pathway Figure Associations 2024	1.0	null
PSMG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2836
BBS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17851
BRD-K47776393	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.07816
JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.9797
STRN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57663
PMC12749419-41598_2025_28826_MOESM3_ESM.xlsx-RFT_iBody3_triplicate-Genes_MBD1	Rummagene Transcription Factor Associations 2026	1.0	null
SAFB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86909
R3HDM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46643
BRD-K75637705	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.43094
RORC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21168
BRD-K64704925	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.1264
DHX57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67382
PRSS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28828
MICU2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81631
BRD-K22508525	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30129
GSE76425_1_v_7_lenalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K02809100	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10098
BRD-K90255725	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18524
BRD-K16403365	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0915
LZTS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3503
IPPK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22585
GSE137177_1_v_0_folic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF442	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13405
HMGB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.943
BRD-A98888138	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.6904
BRD-K69074358	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.17139
BRD-K50140257	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.35469
BRD-K63547380	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.41
CRCGN015_MCF10A.WT.HP_24H:C23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.04897
BRD-K07196884	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.4668
GSE139992_1_v_0_mboat7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
levallorphan-tartrate	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.37418
GSE121809_1_v_0_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PNMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.28566
ACAD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69093
POTEI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90059
BRD-K54100265	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20405
KCTD19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17345
GSE234340_10_v_2_muc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
STX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44238
FOSL2::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.3104
PMPCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49946
VAMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41042
PIP5KL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00767
ATG9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60037
AVPI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83691
BRD-K65823297	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.10966
PIWIL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04908
TAB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5902
PRRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03932
APOA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81109
GSE234340_1_v_2_muc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K44265418	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.35762
GSE60691_0_v_3_glutamine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93455
SLC17A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10644
BRD-K81779733	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15762
JDP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.8993
AFF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30355
CRCGN008_HEPG2_24H:F23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.1163
LAMTOR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76553
IRF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31248
SMARCD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14499
ANGEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95186
BRD-K47998973	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30585
cornified envelope	GO Cellular Component Annotations 2025	1.0	null
GSE65617_5_v_1_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K66453893	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.43902
GSE199899_1_v_0_diethylnitrosamine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CPNE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.786
BHLHE22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37979
EIF5AL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60724
BRD-K45799338	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.14399
KRI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15389
MITF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4105
SMAD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32051
FBXO21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62149
TNFAIP8L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77234
HOPX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89516
GSE225656_2_v_3_tsc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K47237224	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.51855
GDF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86365
GSE143955_1_v_2_ripk1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9396374-Table_4.XLSX-AR_related_genes_from_GeneCards-gene_symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
METTL27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07377
ZNF532	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68862
BRD-K17122222	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.59987
BRD-K62800316	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.28676
C19orf12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77718
RCAN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95717
GDF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28767
SSBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99245
BRD-K68618894	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18922
FUS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56861
COX8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32703
BRD-K09996575	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.0788
CRCGN017_MCF10A.WT.HP_24H:N15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.0753
PMC9296003-supp_gad.348982.121_Supplementary_Table_S1.xlsx-PeakCall_EPC1-PHF1_FLAG_K562-ENSEMBL_PHF1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K84260700	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.45072
ZCCHC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12693
GTF3C5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36185
BRD-K55612106	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.19858
ZNF512B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60523
BRD-A69648159	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27595
ATP1A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96586
ZNF546	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76627
NOL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54545
CRCGN015_MCF10A.TP53.M_24H:D23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.6038
BRD-K01240438	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.37935
BRD-K48050202	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.38563
BRD-K33705415	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.05739
RBM46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64875
BRD-K14756138	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15701
RELB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.8264
ZNF675	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60519
CRCGN015_MCF10A_48H:F02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-3.3705
BRD-K45136330	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.34645
PMC9108753__F10	PFOCR Pathway Figure Associations 2024	1.0	null
BAZ2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16259
PPARA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38089
BRD-K35035851	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.56871
NR2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	85.1018
ATG2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36048
MSH6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.20958
KEAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08859
BRD-K87580376	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.86263
BRD-K07368164	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15844
PMC4285816__F6	PFOCR Pathway Figure Associations 2024	1.0	null
DUXA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89598
BRD-K24081812	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12472
CRCGN015_HEPG2_48H:H20	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.10562
ANKRD12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61263
MBD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59395
TCF15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74304
PMC9296003-supp_gad.348982.121_Supplementary_Table_S1.xlsx-PeakCall_EPC1-PHF1_FLAG_K562-SYMBOL_PHF1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9479684__F3	PFOCR Pathway Figure Associations 2024	1.0	null
JADE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.95961
HOXD12::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6896
SPINDOC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78715
GSE179002_4_v_1_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TGFBR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91576
DMRT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7295
CAMK2N2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96251
BRD-K57026098	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.04037
BRD-K64706654	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04974
TSR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62746
NCAPG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99011
ATXN2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86719
GATA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08335
GINS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22724
GSE125153_1_v_3_bcl3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66949
SHPRH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01081
GSE142630_0_v_2_hiltonol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K32577562	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.47892
DSP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6551
HNMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53777
APOBEC3D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37142
GSE199255,GSE199356_0_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04288
PDCD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32813
skin development	GO Biological Process Annotations 2025	1.0	null
ZNF16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.1657
BRD-K31874013	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.41419
TECR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03646
ZNF181	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85926
ZFP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91196
CRCGN010_HEPG2_24H:O06	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.30329
CRCGN015_MCF10A.WT.HP_24H:J06	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.12493
BRD-A39031631	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04373
TSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27181
SUCLG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81079
ABCD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95509
PBX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.1667
ENOSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64729
CERS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57571
POLQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85922
GSE229978_4_v_7_morphine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE137914_4_v_1_tet3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MAGEL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63785
ULK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75557
LTBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28221
Brain - Cerebellar Hemisphere	GTEx Tissue Gene Expression Profiles 2023	1.0	5.76861
CREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.9224
MLX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.9854
BRD-K20984459	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.35808
GSE214725_1_v_0_ibrutinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-A77440546	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.63034
CRCGN015_MCF10A.WT.HP_24H:J02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.14927
ERG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23452
BRD-K08009212	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.31761
ARNT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.0658
FOXK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73934
BRD-K47052171	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0702
GSE210580_0_v_11_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DGKZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40381
BRD-K12107215	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.52912
DCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31563
RBPMS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8037
TDRD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69043
GYG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83873
GTPBP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21053
GSE92457_9_v_12_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE148695,GSE167281_0_v_1_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FBXL22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8536
BRD-K74892102	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.51459
HMGXB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66907
BRD-K27121064	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10172
BRD-K07798964	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.50157
CRCGN014_HEPG2_24H:L16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.11148
IRF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.17794
CRCGN017_MCF10A.WT.HP_24H:C23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.0065
BZW2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74832
BRD-K66189308	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.27434
PMC3613937__F1	PFOCR Pathway Figure Associations 2024	1.0	null
GSE168401_1_v_0_harmine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
OTUD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3895
PMC9630632-Table1.XLSX-diff_exp_genes-Group_2_vs_3_AND_Group_1_vs_3_NOT_Group_1_vs_2_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
MYOZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.59066
BRD-K52225720	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1977
BRD-K73500518	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12997
BRD-K14241686	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.64278
BRD-K76539747	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.17615
BRD-K90702609	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19514
FANCD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59459
MXD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40061
RARA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88083
GSE148252_5_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
IRAK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12919
PI4KA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26115
GSE159678_6_v_7_chloroquine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE210682_2_v_3_methadone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PLD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80943
CDK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07411
BRD-K64296795	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.30672
BRD-K02337960	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.7422
LMX1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51737
CRCGN016_MCF10A.TP53.M_24H:A16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.2225
APEH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41587
BRD-K36662285	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01245
BRD-K77354700	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.50196
BRD-K94803981	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.54442
USF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.4969
MCOLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07621
CREB3L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86677
BRD-K43979194	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16762
ORC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47841
PRDM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.7471
SREBF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.5294
NEFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72945
KLF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41124
BRD-K21662756	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	6.61731
METTL23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93219
CCDC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14621
RIC8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88613
BRD-K79610347	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.25671
CRCGN015_MCF10A.TP53.M_24H:L21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.3449
CRCGN016_MCF10A.TP53.M_24H:I11	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.79865
BRD-K61423234	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.17051
CEMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6056
BRD-K13279882	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.16334
GSE149880_2_v_1_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE234340_9_v_7_muc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SHOC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15622
BRD-K92370559	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.5518
BRD-K90965240	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3509
PMC3772104__F1	PFOCR Pathway Figure Associations 2024	1.0	null
ESYT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56454
PMC3468610__F4	PFOCR Pathway Figure Associations 2024	1.0	null
XPO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81688
GSE131903_0_v_2_abca12_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148252_1_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE201239_6_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K72934808	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.44328
GSE148252_2_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SETBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15779
CRCGN015_HEPG2_48H:E22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.52398
CRCGN017_MCF10A.TP53.M_24H:K24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.24218
PMC8328776__F3	PFOCR Pathway Figure Associations 2024	1.0	null
SMG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50819
PMC2808241__F7	PFOCR Pathway Figure Associations 2024	1.0	null
BRD-K12099407	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.18573
CRCGN011_HEPG2_24H:K01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.1814
STAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22346
GSE81803,GSE81912_3_v_5_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CELF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13937
BRD-K45941986	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07709
GSE202434,GSE202438_9_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TARBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57594
BRD-K27823380	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.05757
ZNF554	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92609
BRD-K05229696	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.37284
HDAC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61598
G6PD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87404
BRD-K55895855	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.50569
ABRAXAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65552
BRD-K15387690	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.04624
GSE79663_2_v_0_tcf4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KHDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22058
CRCGN016_MCF10A.TP53.M_24H:O15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.31352
CARF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47477
CRCGN014_HEPG2_24H:G03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.65207
CD151	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07706
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
WDFY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36178
ZNF587	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.0891
BRD-K95735693	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.10784
LRP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44991
BRD-K03599766	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.68748
Developmental Biology	Reactome Pathways 2024	1.0	null
BRD-K73880067	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.72821
CCDC78	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62649
VEZF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7305
NGFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63267
PAX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1181
SMYD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22957
BRD-K63154470	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.06943
BRD-K75074041	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.67454
RSAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56885
BRD-K44371786	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22846
BRD-K63856509	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.43513
PCGF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03756
RAB2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46453
GSE236437_2_v_3_aldosterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CRCGN017_MCF10A.TP53.M_24H:J10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.47415
BRD-K89416748	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.31173
PITX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86488
CHGB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34995
USP38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78711
GSE153871_1_v_2_cytarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RREB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6995
BRD-K58118393	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.80342
MRPL37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52868
ZNF282	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.7208
CRCGN015_MCF10A.WT.HP_24H:K04	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.0982
ZNF274	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18775
PPP2R5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42291
keratinocyte differentiation	GO Biological Process Annotations 2025	1.0	null
NEIL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02442
CIBAR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49202
BRD-K10911459	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.29206
CYB5R3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38376
BRD-K23817660	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19744
GTPBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79085
PAOX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16438
DEDD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67255
BRD-A42579861	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.06646
BRD-K96997646	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.46908
CRCGN017_MCF10A.WT.HP_24H:G21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.5787
GSE179002_0_v_1_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GALR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00574
CCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52076
CTU2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61868
SCML1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50818
USP17L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78783
small testis	IMPC Knockout Mouse Phenotypes	1.0	null
BRD-K57127959	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.58043
MLLT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68751
GSE136622_6_v_3_srpk3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K00620786	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.28598
BRD-K52391588	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.38839
peptide cross-linking	GO Biological Process Annotations 2025	1.0	null
BRD-A71933035	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.59234
GSE127790_13_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN013_HEPG2_24H:P07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.02882
LSM14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63862
CRCGN016_MCF10A.WT.HP_24H:C23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.69263
BRD-A94420133	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.49669
BRD-K25907192	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.5575
FZD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80795
BRD-K00566460	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.46616
BRD-K75745696	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.1339
BRD-K77601667	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.47781
GSE74528_0_v_1_trex2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
novobiocin-na	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.24883
METTL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84647
TCF7L2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.3403
NDUFB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47722
FOSL1::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.1026
MXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4978
BRD-K18084996	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.39846
CRCGN011_HEPG2_24H:P18	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.5177
GSE235390_4_v_2_lurbinectedin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CORT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08633
BRD-K42307233	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.29031
BRD-K19712167	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.28378
GSE165122_0_v_3_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BATF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.6406
BRD-K00562490	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.05126
SAMHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9993
BRD-K89089981	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.35204
BRD-K81757081	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.54211
BRD-K90686530	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19928
FCHO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15277
GSE130956_2_v_1_icaritin_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOSL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.922
BRD-K25039453	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.10469
PPP1R3E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84351
PCGF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99894
BRD-K52124788	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10593
TMEM151B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61916
TSEN54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29179
Brain - Hippocampus	GTEx Tissue Gene Expression Profiles 2023	1.0	4.21955
BRD-K49528360	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.3119
ZBTB26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50547
ZBTB18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07276
SLC49A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20887
GSE234340_10_v_7_muc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN015_HEPG2_48H:D17	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.10879
BAIAP2L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68041
EXD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08678
ZNF786	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57406
BRD-K47962810	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.42299
ZNF382	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.9045
BPGM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62144
POC1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51569
PMC2874322__F5	PFOCR Pathway Figure Associations 2024	1.0	null
BRD-K87209752	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.04047
PMC4065011__F5	PFOCR Pathway Figure Associations 2024	1.0	null
BRD-K19320442	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.28803
BRD-K05957858	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.38785
GSE133213_10_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE149880_0_v_3_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF322	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42377
BRD-K17171256	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.70617
BACH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4683
ETV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34983
BRD-K27824953	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.50342
LFNG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19775
GSE108500_1_v_0_foxp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K76742876	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.61751
BRD-K86923998	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01361
EIF2AK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.17494
BRD-K98196975	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.2699
AGPAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.39445
PMEPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66341
GLIS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62894
BRD-K43896262	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02886
MXRA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75597
BRD-K49755501	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.29125
Loricrin keratoderma	ClinVar Gene-Phenotype Associations 2025	1.0	null
ZKSCAN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55312
CRCGN015_MCF10A_48H:J11	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.04621
CRCGN011_HEPG2_24H:H06	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.22005
SSTR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53084
SOX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31087
BRD-K44975377	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08318
MFAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01212
RHBDD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52346
TRIM56	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86008
HSPA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69775
ATF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3504
BRD-K94088431	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11033
GSE117730,GSE117732_0_v_2_apobec2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZMAT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30338
BRD-K45142472	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.1507
BRD-K26163290	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.24288
IL17RC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60218
BRD-K00765599	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.13248
CRCGN015_HEPG2_48H:O01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.92132
ITGB1BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99918
FAM193B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34856
BRD-K31614544	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.26602
TWIST1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9476
ZNF567	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.42462
GSE76425_0_v_7_lenalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
TMEM25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28275
H2AC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8066
ZFAND2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72039
PITPNA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79533
BRD-K51131084	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09734
GSE202434,GSE202438_2_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CRCGN016_MCF10A.TP53.M_24H:O07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.29516
BRD-K55815187	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.43789
BRD-K41790019	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.1282
BRD-A57353172	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.13888
ACER2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3475
MTA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73974
MIOS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54914
YEATS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78897
CRCGN016_MCF10A.TP53.M_24H:C21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.62846
BRD-K97373334	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.22989
BRD-K93927229	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.50741
DENND6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52152
GSE218580_1_v_4_fentanyl_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GPRC5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82693
BRD-K54100199	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.41736
CRCGN016_MCF10A.WT.HP_24H:E02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.14181
MRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5376
BRD-K51600962	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.2224
PMC7645061__F6	PFOCR Pathway Figure Associations 2024	1.0	null
CCDC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11966
CRCGN009_HEPG2_24H:L09	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.42272
PAWR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13426
GSE167324_2_v_0_eif4e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HNRNPUL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99017
GSE218907_3_v_2_opa1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148252_5_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NCOA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59186
PMC3033586__F3	PFOCR Pathway Figure Associations 2024	1.0	null
CRCGN015_MCF10A_48H:L01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.30765
RPL22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92319
CLN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05811
BCL2L10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84519
BRD-K75539052	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.38322
TRMT44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73387
BRD-K26074237	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1283
BRD-K39074860	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20825
TPM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25222
CRCGN008_HEPG2_24H:I07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.46855
AS3MT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76768
preweaning lethality, incomplete penetrance	IMPC Knockout Mouse Phenotypes	1.0	null
ZNF146	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23078
GSE228181_4_v_5_idh1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
WDR75	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22282
BRD-K52104866	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.85399
FOXO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18441
BRD-K71109636	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.52533
SLC7A8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85958
EIF4E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94369
BRD-K53319404	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.14366
GSE62843,GSE64371_4_v_0_furan_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.5761
GSE174406_2_v_1_lin28b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RXRA::VDR	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.1
MRM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29177
ZSCAN21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.7835
B4GALNT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94054
LONP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45774
CRCGN014_HEPG2_24H:H24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.1064
CARD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16943
CNTROB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44938
ACTA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63136
SLC25A39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15243
RNASE8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57026
EEF1AKMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30515
SP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77759
BRD-K85917058	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.25309
TBC1D23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12959
TOM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80321
PBX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.676
C1R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1182
NR1I3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75007
BRD-K48129913	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20925
GSE218580_1_v_0_fentanyl_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K45077605	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.38751
BRD-A43330902	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02277
CRMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61004
BRD-K30467307	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.65641
SLITRK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68817
GSE126621,GSE126920_1_v_0_dppa4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NCSTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08746
CRCGN017_MCF10A.WT.HP_24H:J08	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.1282
PMC12749419-41598_2025_28826_MOESM3_ESM.xlsx-RFT_iBody3_hexaplicate-Genes_MBD1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11657369-12951_2024_3025_MOESM2_ESM.xlsx-C4-2ENZR-NR2F1-AS1-pulldown-Gene_NR2F1	Rummagene Transcription Factor Associations 2026	1.0	null
OTUD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14525
TUT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15192
CHRD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84434
ATF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43921
BRD-K45833502	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02335
GSE100102_2_v_6_cgas_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TTYH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48129
HSF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.4417
GDPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.66328
FOXI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52635
PMM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80291
EAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4327
MEIOSIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97133
CCNE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04909
GSE248045,GSE248046_0_v_5_runx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RUNX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.292
BRD-K43834805	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12361
SOX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.7471
GSE219195_1_v_5_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
CRCGN011_HEPG2_24H:O05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.84465
BRD-K99412981	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11034
SLC25A19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39731
TARS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38344
KIF1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96801
BPHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27657
GSE117212,GSE117214_0_v_1_zbtb1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CCNQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80697
NKX2-2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.5431
BRD-K77733130	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.0694
BRD-K93726930	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.872
BRD-K44626845	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01701
GSE234340_9_v_2_muc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ESRRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.3504
YBEY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6745
CRCGN015_MCF10A.TP53.M_24H:C24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.5539
BRD-K02329600	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.34822
TRIM22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82309
PLD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04502
BRD-K95591629	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.232
CRCGN011_HEPG2_24H:P07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.1666
PCIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69154
CRCGN011_HEPG2_24H:J12	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.17335
PRELID3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11171
BRD-K22715231	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15947
PJA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24272
BRD-K64451058	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.47528
BRD-K88441035	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.49887
BRD-K57476199	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.58008
CASC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92679
ATAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44099
TMEM158	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01151
BRD-K60948317	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12769
MSANTD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4401
BRD-K28247259	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.05614
SUMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43279
PMC5458280__F3	PFOCR Pathway Figure Associations 2024	1.0	null
BRD-K02681754	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.78507
ATP8B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61696
BRD-K49847771	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01254
VCPKMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84921
TAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18317
GPM6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32434
SLC46A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58285
GSE77178_1_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CRTC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42581
BTBD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.83057
GSE162688_1_v_2_pink1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KCNE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07069
BRD-K74039237	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.26628
BRD-K18864235	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.75811
GSE213650_3_v_2_everolimus_human	RummaGEO Drug Perturbation Signatures	1.0	null
abnormal skin morphology	IMPC Knockout Mouse Phenotypes	1.0	null
GSE153137,GSE153140_2_v_1_mettl5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SLC16A8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16747
CRCGN014_HEPG2_3H:I13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.45943
ZNF707	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64174
BRD-K52354895	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.08795
GSE179002_0_v_8_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K57517066	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11567
abnormal uterus morphology	IMPC Knockout Mouse Phenotypes	1.0	null
BRD-K18645499	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0092
HSF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.2975
GSE199874_3_v_5_gabpb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SPINT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.01411
RPA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.75851
C6orf89	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44367
FOSL1::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4167
TEAD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.986
TREX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90668
VARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70785
SHISAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63327
BRD-K94409042	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.44186
ANKS1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64123
GSE247764_1_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
epidermal cell differentiation	GO Biological Process Annotations 2025	1.0	null
KLRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04204
BRD-K47113219	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.21414
FOS::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.523
BRD-K36164005	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.10547
TAPBPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50104
enlarged spleen	IMPC Knockout Mouse Phenotypes	1.0	null
GSE143955_1_v_0_ripk1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CCNC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48749
BRD-K23763017	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.7439
CRCGN015_MCF10A_48H:P20	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.1936
TRMT112	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10901
BRD-K19245310	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.33689
ALX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43293
USP16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21003
NR2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.4592
BRD-K26852477	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.83242
BRD-K69777784	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.23479
BRD-A99687212	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.98432
NPIPB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12422
SLC39A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07305
POU3F4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85117
BRD-K14392329	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.66355
COQ9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43007
ANKRD35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48034
GSE133070_2_v_4_prss1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RAD18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99636
BRD-K77051246	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.78953
MDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65925
ENPP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26821
BRD-K52735829	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.62972
GSE211128_2_v_1_angptl4_human	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K18149487	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.02827
GFI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.0978
BRD-K40361885	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.07599
DST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42859
MADD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20274
abnormal vibrissa morphology	IMPC Knockout Mouse Phenotypes	1.0	null
SPDEF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57663
GSE136894_2_v_3_psen1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ROBO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13972
NUP37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18627
GSE75976_3_v_4_abl1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K74881104	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.64015
ARHGAP27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58979
KLHL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.41525
CASP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67516
UBIAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95626
NRL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11476
PHF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69601
ZNF700	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12127
ANP32E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4171
FBXW4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43182
TECPR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14346
PMC9674149__F7	PFOCR Pathway Figure Associations 2024	1.0	null
BRD-K55800245	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.034
BRD-K47098496	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.2295
PMC4383269__F9	PFOCR Pathway Figure Associations 2024	1.0	null
GSE224877_3_v_0_pctp_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NFYC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.9085
ZSCAN16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.6358
TMEM74B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7395
POLRMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84835
BRD-K80950551	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09251
RPIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93882
BRD-K26680822	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10943
BBLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85485
RPL27A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14839
BRME1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57963
ASPM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53386
XBP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.2287
CSNK1E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50465
RNF138	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96814
GSE149880_2_v_3_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
FRS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5715
TCF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0656
GSE57875_1_v_0_hnrnpl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CRCGN015_MCF10A.TP53.M_24H:L17	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.35845
CRCGN016_MCF10A.WT.HP_24H:K06	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.67091
BRD-K59239976	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.00563
PTPN23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51065
GSE202434,GSE202438_10_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8591178__F1	PFOCR Pathway Figure Associations 2024	1.0	null
BRD-K18268126	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.71349
EVL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8845
CRCGN012_HEPG2_24H:L13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.5177
BRD-K46065636	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.20597
CRCGN014_HEPG2_24H:E13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.03244
BRD-K13781734	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08759
ASS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77886
BRD-K45904718	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.45351
JUN::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.5071
PMC3289952__F1	PFOCR Pathway Figure Associations 2024	1.0	null
ZNF418	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.5548
BRD-K90103010	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.72809
BRD-K87176777	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	5.57879
GSE136622_7_v_3_srpk3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZFP42	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.6461
GSE230354_0_v_1_rheb_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K40088786	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.92285
BRD-K59970200	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.40944
FKRP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59512
C2orf69	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97829
PMC3423541__F2	PFOCR Pathway Figure Associations 2024	1.0	null
GSE239898,GSE239899_1_v_0_hiltonol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K11013450	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.08308
PRMT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.01492
BRD-K16705434	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.26133
increased kidney weight	IMPC Knockout Mouse Phenotypes	1.0	null
GBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5771
EID2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.39032
GSE215109_0_v_2_ep400_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K21443215	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.28283
GSE202434,GSE202438_7_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
STC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46208
GSE124048,GSE124067_1_v_0_irf6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF610	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44176
NFIX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.4069
ADGRB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64942
CRCGN017_MCF10A.WT.HP_24H:P14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.9089
ZNF641	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36374
BRD-K98117883	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09697
BRD-K88924787	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.79879
BRD-K98272474	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.38495
BRD-K55135464	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1971
STRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89266
CHTF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76378
TBKBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15091
PTK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95954
TMEM79	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65725
BRD-K89305325	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14322
CCDC85C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2567
CRCGN015_MCF10A_48H:A03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.52133
KIF13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.91178
ZNF106	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84613
IRGQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5634
BBS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72138
INSM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63333
BRD-K04238122	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.3176
BRD-K56590597	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55973
COX5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56579
BRD-K18958510	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20992
GSE247775_1_v_0_tmprss2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CACNG7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01472
PCNX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5468
VDR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73972
CRCGN017_MCF10A.TP53.M_24H:G24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.4458
GSE145215_2_v_1_krt13_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K34297711	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.78497
GSE79291_1_v_2_streptozotocin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZUP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56553
BRD-K47650707	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.62892
BRD-K88662980	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.72174
improved glucose tolerance	IMPC Knockout Mouse Phenotypes	1.0	null
TST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67769
CRCGN017_MCF10A.WT.HP_24H:C24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.1108
BRD-K84846130	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.00648
BRD-K73261251	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.79756
ELAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57512
BRD-K51017127	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.84795
SDHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17371
SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.6603
CRCGN012_HEPG2_24H:J22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.8265
BRD-A71590475	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27821
UBA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96804
BRD-K65602491	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.32329
Cornified envelope formation	KEGG Pathways 2026	1.0	null
ELF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10673
GSE248045,GSE248046_6_v_5_runx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13422
CRCGN015_MCF10A.TP53.M_24H:F13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.5425
KCNK15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00196
BRD-K87516578	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.05781
AIMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14429
BRD-K95798946	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.37138
AGO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.046
BRD-K49995660	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.40935
MRPL50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64013
GCNT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0135
AKT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86097
BRD-K12411112	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02896
THYN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87374
CRCGN017_MCF10A.WT.HP_24H:P20	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.7482
BRD-K80483148	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.8466
Formation of the cornified envelope	Reactome Pathways 2024	1.0	null
ZBTB7C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89965
LASP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76543
FOXP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90057
tilmicosin	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.30381
FOSL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.6382
UBE2N	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33787
PMC9296003-supp_gad.348982.121_Supplementary_Table_S1.xlsx-Partitions_EPC1-PHF1-FLAG-Unnamed_19_PHF1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K67183010	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.2658
GSE93674_1_v_0_ezh2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210580_0_v_1_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF692	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96087
BRD-K06431655	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.17553
HSFY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84704
LAMB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35801
TDRD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96176
NPAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47334
GSE158431_5_v_1_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
LYRM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89123
BRD-K61209548	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10163
BRD-K67666705	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.56959
BRD-K48105325	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30194
SNAI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35967
ZNF697	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12685
BRD-K16305571	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11198
FNBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55131
BRD-K90133009	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.17548
BCS1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86374
BRD-K08205503	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0701
ABAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96371
BRD-K86716312	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.18906
P2RY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41545
CTDSP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88443
BRD-K29218981	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.31188
OTOL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27617
BRD-K39247583	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.76811
BRD-K23481525	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30287
POU6F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18139
BRD-K89260735	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.21315
NR2F6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.0655
PLXNA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7706
MYSM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15671
ATP5MC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56087
MAFK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.1321
SMUG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68887
PMC8222170__F4	PFOCR Pathway Figure Associations 2024	1.0	null
CRCGN015_MCF10A.TP53.M_24H:F02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.18484
CREB3L4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0318
CCDC96	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.26992
GSE179002_0_v_6_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
POGLUT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80027
SEPTIN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22873
SNAPC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80207
ZNF277	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36372
BRD-A14183911	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.35824
GSE165122_2_v_3_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K76420749	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.31594
GSE158431_2_v_6_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K63778487	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22251
BRD-K16695519	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01987
BRD-K56488838	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.83678
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.848
PPP3R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11573
GSE104022_3_v_7_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K28319429	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12784
GSE218580_1_v_5_fentanyl_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
UNC13D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96322
LMX1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52934
PMC11825621-210_2024_3353_MOESM2_ESM.xlsx-AR-IL13_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CBLL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55711
GNAO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49127
PCID2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99115
BRD-K54881917	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.28509
PMC12729234-10194_2025_2222_MOESM1_ESM.xlsx-Table_S6-Table_S6_MR_results_of_the_significant_genes_from_human_brain_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
NCOA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46834
AGPAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.371
RBMX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40668
ATG101	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39016
BRD-K46609723	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.22332
abnormal testis morphology	IMPC Knockout Mouse Phenotypes	1.0	null
BRD-K62650632	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02005
BRD-K87712055	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.851
RAI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45674
BRD-K28728910	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.36092
BRD-K32235162	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13307
BRD-K61440521	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.72398
BRD-K45520793	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18607
LDB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52993
BRD-K97298761	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07951
BRD-K31608682	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.80106
BRD-K64073423	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04174
TMEM97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.002
ZNF354A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7459
TOMM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61215
ZBTB46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11342
GSE181517_0_v_1_doxorubicin_human	RummaGEO Drug Perturbation Signatures	1.0	null
CRELD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15538
BRD-K45589340	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.26409
FOXD4L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47183
GSE126345_4_v_3_hcrt_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1715
abnormal liver morphology	IMPC Knockout Mouse Phenotypes	1.0	null
PMC8776082__F1	PFOCR Pathway Figure Associations 2024	1.0	null
BRD-K83393282	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11891
GSE158431_2_v_3_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
FKBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55283
ATP6V1E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07875
BRD-K41172555	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09964
UHMK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27615
SELENOF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24268
UBE2I	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.58814
RMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48836
BRD-K50710005	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11629
SELENON	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60743
ZNF75A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87774
CYBRD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58902
PRR14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67217
BRD-K50315405	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09822
BRD-K78400597	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.39257
ACSL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61999
CORO1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09353
BRD-K06398048	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14279
TAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.795
TMX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4983
CRCGN016_MCF10A.TP53.M_24H:C24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.1371
CRCGN017_MCF10A.WT.HP_24H:N09	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.59685
BRD-A95683194	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.41199
GSE137914_0_v_1_tet3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE183251_1_v_6_cyp2c70_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NFYA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.4999
PTPN12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23851
MEX3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29703
GSE133070_3_v_1_prss1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
VRK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22328
enlarged uterus	IMPC Knockout Mouse Phenotypes	1.0	null
GSE210580_3_v_6_rag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AKAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34636
RPS6KA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98569
TMSB15A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01922
MPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54159
BRD-K12359218	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02785
MESD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75089
BRD-K22384464	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11809
FAM234A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8363
PAX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.3456
RARA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	89.4104
PITPNM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06417
STRAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3869
RPS26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66306
GSE173262_6_v_0_ash1l_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF500	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88737
FOXE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39085
BRD-K48308783	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.39159
GSE125153_1_v_0_bcl3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K39600742	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.58601
BRD-K67856917	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.38792
UNK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3797
BRD-K71501826	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.44465
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_E2_1h-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF658	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62414
C19orf73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67323
WASHC2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2585
BRD-K71755056	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.22562
AKAP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93167
ZNF562	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44809
ELAVL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71096
BRD-K93993174	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.2115
CRCGN017_MCF10A.WT.HP_24H:N11	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.2229
ERMAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06739
BRD-K03383196	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11124
DNASE1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33262
GSE81803,GSE81912_4_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE235390_4_v_0_lurbinectedin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11657369-12951_2024_3025_MOESM2_ESM.xlsx-PC-3-NR2F1-AS1-pulldown-Gene_names_NR2F1	Rummagene Transcription Factor Associations 2026	1.0	null
SH3BGRL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54596
CXXC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19571
GSE241036_4_v_1_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
AGTRAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09838
ABCB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6962
ZNF211	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2229
BRD-K33637419	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.60827
GSE142684_4_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
YY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25131
GSE129241_3_v_0_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZFYVE9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6671
ZNF350	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01598
BRD-K56424158	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1295
CAMSAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61598
PMC7461042__F2	PFOCR Pathway Figure Associations 2024	1.0	null
HINT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80528
GSE236437_2_v_1_aldosterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MAF::NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.6532
BRD-K84935293	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0913
DPF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40446
SP100	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27229
BRD-K26005379	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.44783
BRD-K32145037	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3397
BRD-K25426017	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.6781
RMI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28648
BRD-K03221986	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16974
GSE81803,GSE81912_0_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
WAC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10158
FOXH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04543
BRD-K94728263	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.23016
VASH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57152
BRD-K82609503	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.26514
GSE100863,GSE100864_2_v_1_tet2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23501
BRD-K55479099	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.74747
BRD-K19389825	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.50441
TMEM169	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88272
GSE165122_0_v_1_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
UBE2K	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62004
BRD-K31758107	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16579
PDE12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98161
Keratinization	Reactome Pathways 2024	1.0	null
BRD-K01212001	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22266
BRD-K55965167	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27246
BRD-K30674856	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09875
GSE224096_3_v_0_cocaine_human	RummaGEO Drug Perturbation Signatures	1.0	null
BATF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.187
PPP1R3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96708
USF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74356
BATF::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.8388
PCDH18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03895
BRD-K04875192	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15451
BRD-K56428170	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.50217
BRD-K25993054	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.37748
KLF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32199
PRXL2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79012
BRD-K74329400	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02554
NOL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30134
BRD-K47658117	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.07963
CENPJ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62373
THAP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87073
TNFRSF10A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98354
BRD-K60030763	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20003
PMC8709578-elife-69843-supp2.xlsx-MIX_Ctr-Nearest_Ensembl_MIXL1	Rummagene Transcription Factor Associations 2026	1.0	null
PPP1R16A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64018
DENND4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95117
GSE244199,GSE244200_0_v_1_chmp5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE93918_1_v_3_clozapine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K23467057	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.58284
ZNF280C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16951
GSE145215_0_v_3_krt13_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SHMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15462
BRD-A13082766	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.25481
BRD-A39900448	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22855
BRD-K38487270	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.45374
NAA60	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49021
BRD-K90325960	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.04383
HNF4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92223
BRD-A69097282	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.82218
BRD-K13204142	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.34721
SEMA4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23244
BRD-K95264594	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.1443
UQCRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9447
CPHXL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63257
PMC8709578-elife-69843-supp2.xlsx-MIX_E2_1h-Nearest_Ensembl_MIXL1	Rummagene Transcription Factor Associations 2026	1.0	null
MED13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83956
BRD-K60460300	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.0004
NR2C1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.2754
CRCGN015_MCF10A.WT.HP_24H:G01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.42295
NKX2-5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.8251
UBE2J1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24784
DLX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7856
abnormal spleen morphology	IMPC Knockout Mouse Phenotypes	1.0	null
ESRRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.8704
BRD-K98427581	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.05696
GSE190864,GSE190907_1_v_0_cacybp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RPS4Y1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40822
TLCD3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18018
SMARCAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66854
MARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95759
MYO1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57953
BRD-K63008302	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.82594
GSE212299_2_v_1_abi3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K86951121	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.2049
MATCAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5208
GSE167324_1_v_0_eif4e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
VSX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32345
GSE149870_0_v_1_pfn1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZFP30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12362
SLC35E2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99882
ELK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81101
HMGCL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90213
BRD-K67689282	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.83833
PLEKHF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.94414
PRSS22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97131
CRCGN014_HEPG2_24H:L02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.40185
KDM3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19628
BRD-K67211407	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01074
POLE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31819
ZNF22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49918
BRD-K73391462	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.25698
PPM1H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10205
BRD-K31510639	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.88842
CREB3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1751
RNF103	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03498
SIRT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73302
GSE60837_6_v_3_bcl9_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOSB::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.6028
CRCGN008_HEPG2_24H:N12	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.2698
LRRC57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73521
SLC38A10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96081
BRD-K23800773	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.30785
BRD-K53617314	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.43948
PSMA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60098
GSE188870,GSE188871_4_v_2_kat7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CRCGN017_MCF10A.TP53.M_24H:F21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.44175
TMEM167A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56988
OSR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13754
CMTR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69601
PCCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82611
BRD-K53647853	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.21094
MLXIPL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.7386
PMC9296003-supp_gad.348982.121_Supplementary_Table_S1.xlsx-Partitions_EPC1-PHF1-FLAG-Unnamed_20_PHF1	Rummagene Transcription Factor Associations 2026	1.0	null
NR1D2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6185
BRD-K81144230	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.6352
GSE77178_5_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K82619993	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.26375
BRD-K05969019	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3168
GSE152432_9_v_0_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ARHGEF10L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9888
APCDD1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0901
PPP1R7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16213
BRD-K82667180	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.41301
GSE199874_4_v_5_gabpb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RAX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12917
BRD-K25638721	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.11842
SALL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97003
FAM200A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60822
VPS16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04699
CRCGN017_MCF10A.WT.HP_24H:A16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.7479
SLAIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58844
GTF2A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04013
TMEM223	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58894
GSE60837_0_v_3_bcl9_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K65933652	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.61008
GSE148252_1_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K60692685	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.34314
BRD-K36464765	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.29526
GSE242096,GSE242098_1_v_0_med1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K01817716	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.26699
BRD-K74056311	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.45894
PJVK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61496
PMC7432778__F6	PFOCR Pathway Figure Associations 2024	1.0	null
FOXH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2639
ARL5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04181
GSE210580_0_v_7_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KCNN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92667
GSE119498_0_v_7_setd5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LHX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61447
AGO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77238
KAT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16125
BRD-K94913508	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13383
RARA::RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.6891
BRD-K98320707	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.57678
BRD-K82968130	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.44859
BRD-K81751970	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.1769
ZNF829	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42624
BRD-K01668149	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.45194
BRD-K57228212	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.99569
ZNF157	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.6828
BRD-K34169251	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.21002
WT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2081
GBF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55051
BRD-A40504327	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.40829
protein modification process	GO Biological Process Annotations 2025	1.0	null
PPM1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21869
BRD-K86956630	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55139
TBX20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12984
BMF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90655
GSE81803,GSE81912_2_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K41192699	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.64385
SMYD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30658
CRCGN015_MCF10A.WT.HP_24H:K18	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.51065
BRD-K28034484	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1552
GSE234340_1_v_7_muc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
JMJD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20828
PEX13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12123
PLCD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27922
BRD-K66434795	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.34188
TSPAN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00599
TBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28329
GSE152432_6_v_0_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE236072,GSE236075_2_v_1_ccr6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SEC22C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14506
ESR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.423
BRD-K75814223	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30516
SLC25A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24839
PIWIL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84481
DNM1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81683
BRD-K86073842	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.54091
BRD-K10343715	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.58485
FOSL2::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.1036
CRCGN016_MCF10A.WT.HP_24H:E22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.3725
HOXC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03952
LCN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07215
CRCGN017_MCF10A.WT.HP_24H:M07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.6693
BRD-K71414336	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.69741
RARA::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1304
ARTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01491
MAFF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.5093
SMIM30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71257
CRCGN017_MCF10A.WT.HP_24H:F10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	-1.0	-2.21385
BRD-K16733272	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30739
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_E2_30min-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
YTHDF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65009
PMC12616242-can-24-3452_supplementary_table_s2_suppst2.xlsx-Down_bins-Down_bins_loosing_H3K27me3_in_hpMSC-EWSR1_FLI1_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
VCX3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50396
enlarged heart	IMPC Knockout Mouse Phenotypes	1.0	null
GSE151829,GSE151831_5_v_8_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MAX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7058
TRA2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34052
GSE232564,GSE232566_3_v_1_nsd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null