association	dataset	threshold value	standardized value
GSE80098,GSE80366_0_v_8_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE214931_4_v_5_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ERF::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.8604
AK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40993
BRCA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24036
HRH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37959
ATP1A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05511
YIPF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82207
RNF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69054
ZSWIM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05762
TMEM80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26956
HINT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80654
ETV7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.502
GSE216757_0_v_2_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE182921_0_v_1_slit2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE238018_3_v_4_mxra8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE138938_1_v_3_foxp2_human	RummaGEO Gene Perturbation Signatures	1.0	null
HOXD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40652
GSE149035_3_v_5_hepacam_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ETV5::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.5257
KCMF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9768
AHRR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96819
GSE158975_0_v_1_spp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ENSG00000170846	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69918
NDUFB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97147
PTDSS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85252
GOLT1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59797
RABL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00363
ANKRD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45092
TUNAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52221
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-Mor_CTCF-Unnamed_2_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
ZCCHC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15294
GSE139016_0_v_1_disulfiram_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FKBP1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02496
NAA10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14553
ZNF263	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.5441
NMRAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7098
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-Mor_CTCF-Unnamed_3_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
GAS2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91852
TRMT44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73387
ZNF385B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6281
MEIS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92785
EEIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42982
Esophagus - Gastroesophageal Junction	GTEx Tissue Gene Expression Profiles 2023	1.0	7.21117
GSE216757_0_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8684775-CTM2-11-e640-s002.xlsx-Sheet1-Table_S3_MAF_file_of_the_CCS_samples_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
SULF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89262
DUSP14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14805
ETV4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5494
SCMH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01781
SNUPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90527
FUT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90987
NEUROD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.7989
IKBKB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.24152
ASXL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17847
GSE148657_2_v_0_cd44_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF879	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26692
PMC10123531-NIHMS1874945-supplement-Table_S6.xlsx-SOX2_BCAT_cobound_peaks-Gene_Name_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE88819_6_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AMMECR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60612
GSE131377_1_v_3_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Primary spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.856
PROCR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16111
ZBTB34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29259
USP47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96072
GSE74251_0_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
NSUN5P2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68219
GSE130437_0_v_1_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FEV	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.9678
PIGC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26374
GSE222758_0_v_1_clofazimine_human	RummaGEO Drug Perturbation Signatures	1.0	null
TTC39C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65964
PMC12619835-41467_2025_66007_MOESM8_ESM.xlsx-Basal_KLF5_peaks-Gene_Name_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12619835-41467_2025_66007_MOESM8_ESM.xlsx-Basal_KLF5_peaks-Nearest_Ensembl_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
GNMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50999
ZFP42	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.3624
TMEM249	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78058
SH3BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50494
SF3B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41556
ISCA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36115
Infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.138
DCK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65705
GSE229914_1_v_3_keap1_human	RummaGEO Gene Perturbation Signatures	1.0	null
DHX30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98672
GSE195559_2_v_7_notch1_human	RummaGEO Gene Perturbation Signatures	1.0	null
CCAR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31643
FAM3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41126
PMC9950457-mmc3.xlsx-AP2A_binding_sites_GRHL2_KO-LRRC32_GRHL2	Rummagene Transcription Factor Associations 2026	1.0	null
MAF::NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4312
GSE227698_5_v_0_g0s2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
mRNA binding	GO Molecular Function Annotations 2025	1.0	null
BRD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59535
SNAI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.599
GID8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7728
METTL22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60679
NIT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01513
PSME1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86704
ESD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8107
GSE126776_0_v_1_pelp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210655_3_v_5_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148657_3_v_1_cd44_human	RummaGEO Gene Perturbation Signatures	1.0	null
C3orf80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11113
SK-MEL cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.691
Nodular malignant melanoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.169
ULK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75557
OXER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71094
ADIPOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78922
KIF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4568
GSE195559_6_v_4_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SK-MEL-30 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.414
WASHC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53296
ZNF417	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94846
LIMD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63797
GSE113734_3_v_0_qprt_human	RummaGEO Gene Perturbation Signatures	1.0	null
LYRM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89123
PLXNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92823
FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2098
INPP5E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06443
GSE153064,GSE153065_1_v_0_hdac3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RWDD2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45785
ZDHHC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08648
PMC12186250-NIHMS2085662-supplement-3.xlsx-4111_TEAD4_peaks-Gene_Name_TEAD4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE238116_1_v_0_egr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Def_End_D4_GATA6-dependent-ENSEMBL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
TEAD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17686
DNAJA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83046
HOXC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03952
RETSAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97062
GSE140576_0_v_2_plag1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MSRB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16029
PSMC3IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04533
GSE130437_2_v_1_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PSENEN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0363
BICD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95359
FXYD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68972
SIDT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25938
RAB5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14585
WTAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.51871
NFIC::TLX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.6875
TCF7L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05123
ETS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3978
ZNF395	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74785
SLFN14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57168
HSF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38398
Spermatogenic failure 25	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.545
PKP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46936
TNK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17189
ARL14EP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81153
PMC10335698-pone.0285806.s007.xlsx-DMKN-shRNA_KD_Vs_ShSrc-Unnamed_7_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CREBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5563
Azoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.633
PER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52683
MPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72316
CDK5RAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88943
QTRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78915
EWSR1-FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	151.229
GSE235701,GSE261434_0_v_1_enasidenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE212330_1_v_3_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
NAXD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30545
EPHA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65462
SLC25A27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90897
PRKCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54357
IRX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88158
FUOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.36677
PNMA8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84107
MAEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87154
DAZAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63255
PLEKHG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45158
ZNF678	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34909
SNX18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43547
GSE74251_0_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF664	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47219
SPZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2995
USP45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59588
ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.8714
C2orf69	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97829
ZNF701	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63261
DCUN1D4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71794
ARL2BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67186
PMC12186250-NIHMS2085662-supplement-3.xlsx-4111_TEAD4_peaks-Nearest_Ensembl_TEAD4	Rummagene Transcription Factor Associations 2026	1.0	null
BLOC1S1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68749
MOGS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30721
SLC4A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03133
PRR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44314
ZNF692	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.1167
ZNF140	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	60.3571
STX1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.333
NR1D2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.5535
POLRMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84835
SH3BGRL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32959
NAB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12169
ABHD17B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77244
C5orf15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12092
ZNF280C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16951
LAMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.59931
COQ10A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42607
GTF2IRD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32551
RND3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02787
CAND2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5071
GSE139016_3_v_2_disulfiram_human	RummaGEO Drug Perturbation Signatures	1.0	null
RHOB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92174
CRLF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68542
SELENOW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80613
FGD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35666
GSE202434,GSE202438_4_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ELK3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.0768
Spermatogenic failure 23	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.603
BPHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27657
ZNF112	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6619
Extrinsic component of cytoplasmic side of plasma membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.372
TDP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00016
GLIS3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.7507
AGTRAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09838
UAP1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58096
HLTF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40956
TMEM216	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66677
MAPKAPK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61766
APBB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27284
NDFIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8045
PTRH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19992
Cytoplasmic side of membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.362
DYNLL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49745
NBDY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.31018
RRP1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58443
TSHZ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83656
MKKS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25097
BEND3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79365
CCDC28A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14572
RNASEH2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11713
TPD52L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06997
RBM33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13531
PIK3R2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86333
SBK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78336
EME2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54334
SPHK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99853
GSE169205_0_v_6_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
HLA-C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97213
MARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66308
ATP6V0B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54774
CCDC117	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54546
ZNF398	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13524
SH3PXD2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45031
Cardiac arrest	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.21
LMO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7774
H6PD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65759
NUDT17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6917
FKBP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57176
ATF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43921
TENM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30462
ATXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87128
GSE212330_1_v_0_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_2_v_5_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
HSBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85116
ATP6V1E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07875
Spermatogenic failure	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.076
SOX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5679
MIA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84117
SLC7A10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77075
ZNF605	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18337
NKX2-8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79801
TBXT	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.5288
H4C12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36844
H3C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98491
GSE207514,GSE207515_2_v_3_acetylcysteine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DIS3L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22303
SRSF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5768
THAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71039
TP53	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.9082
C9orf78	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0238
LRRC58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98184
UBR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81305
ZBTB49	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58739
WDCP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45193
SEC31A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23271
INTS12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25995
EAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4327
GSE195559_0_v_7_notch1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PRDX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51208
ZFP14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	59.8798
TMEM198	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99468
RCOR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84112
FAM72A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86597
SCAF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24783
AKT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86097
GSE195559_6_v_1_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZFHX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53867
GSE150134_1_v_0_scn5a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE150134_1_v_0_fluorouracil_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE140651,GSE140653_2_v_4_med1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ECEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.878
HEXA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76108
IFI16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87871
ZNF768	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.4204
PICALM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71893
GRPEL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96692
NT5C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09917
CAPZA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.75392
ZNHIT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76061
DELE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74971
C12orf4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54344
TBC1D3K	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45735
POR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65324
CSNK2A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12549
CTSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.50148
CTCFL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.0348
EEF1AKMT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88869
OS9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06578
PMC8423434-mmc7.xlsx-SOX2_Primed-Genes_n_3042_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
GTPase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.353
TAGLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78441
TTYH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64705
FKBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61221
ZRANB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28949
MMP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41682
ZNF69	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62098
KLF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62201
ERF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.9326
ZSCAN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31775
GINS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22724
CCNL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95316
CNOT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88225
ST6GAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38403
FXYD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98208
ARGFX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73089
PSMC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10003
GSE222758_0_v_3_clofazimine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF300	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86258
UFSP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6208
GPR176	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64395
PSMD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24113
MRPS11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73279
GSE74251_2_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE182680,GSE182683_0_v_8_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE222758_0_v_2_clofazimine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ETV5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.8893
GSE88819_0_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE74251_2_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
Gonocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.893
HTR1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1147
LZIC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39921
POU5F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18283
ZNF662	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54819
ACER2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3475
NCAN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70518
SOHLH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77081
ZBTB7C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89965
GSE240386,GSE242143_1_v_4_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
KDSR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94234
FLVCR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8669
GSE207514,GSE207515_1_v_3_acetylcysteine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SBK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36211
IRF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1051
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.5238
SLC38A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34169
C1QTNF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35596
LPP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85972
PMC12619835-41467_2025_66007_MOESM13_ESM.xlsx-Sheet1-Basal_like_KLF5_peaks_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
LAMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77164
PRCP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08832
ZNF189	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7511
ZKSCAN3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.2571
ETS2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.405
GSE172458_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NFIC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.2584
ZNF701	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	78.4472
GSE232558_0_v_2_fbxl12_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CCDC102A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49627
GCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06079
GSE169205_3_v_7_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
WASF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.60941
NEK9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69767
MUS81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13617
Male infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.394
MOB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44572
CCDC152	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61193
ETV2::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.9562
GSE240439_1_v_0_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
METTL2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3098
MRFAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94586
CDA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55352
RNASEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75488
F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14268
GSE235701,GSE261434_2_v_3_enasidenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE71468,GSE76476_2_v_1_rbfox1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF667	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.5233
ABCA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95994
Cytoplasmic side of plasma membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.367
PRDM12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11937
TMEM268	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37874
DHRS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63573
RNF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81902
TCF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46843
OTX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12773
VRK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68677
Extrinsic component of plasma membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.14
NKX2-2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4937
ELF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11084
UCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29716
SHISA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4056
TBX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53115
ZNF257	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.4473
RNF168	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59497
BATF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24479
B3GNT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79999
THRAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00074
FKBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55283
ZNF324	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.0526
SPOP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61849
IKZF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6743
CCDC82	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20412
GYG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51791
CENPQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82082
LIN7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.621
ZNF658	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62414
PAWR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13426
ACTRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4735
GSE147876,GSE147877_2_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HMGCL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90213
TFAP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39085
GSE214931_4_v_0_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RCHY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60952
MAD2L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.4586
FEN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47126
ARL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55874
EHBP1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71285
CLPTM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39108
PCDHB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49937
GPRIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47033
NFYB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6441
ARSK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0095
DMAC2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28399
B3GALNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25098
ZNF675	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60519
ZBTB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49129
SERINC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59355
Pachytene cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.246
PMC6499311-supp_gr.243345.118_Supplemental_Table_S8.xlsx-S8B_Het1A-HNF4A_2d_5x_open-Gene_Name_HNF4A	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF324	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93555
GSE238116_3_v_2_egr1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13963
GSE88819_5_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41018
CEP131	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20703
NUDT16L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24594
DDX43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89325
GSE216757_4_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE240386,GSE242143_1_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE153443_1_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE240386,GSE242143_8_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
ETV6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.6638
RGPD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6701
Intercellular bridge	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.922
FEZ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73834
VKORC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69721
MEN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54711
FAM111B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8345
GSE240439_1_v_2_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
CYP26A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09472
ZNF76	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.2441
NFIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.2031
OXTR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25502
INO80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02775
EXOC3L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49826
RNF24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60827
GSE240386,GSE242143_8_v_4_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
UBA52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03659
ACHE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76667
CASP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67516
JTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84568
ZNF202	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47465
ECH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24605
ETV3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.9068
SHROOM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14531
GSE123734_1_v_0_mien1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Side of membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.277
OLFML3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4405
GSE195559_3_v_7_notch1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ELK1::SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1006
NT5DC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22296
DGKE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3781
ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2907
KLK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85734
CHMP1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77188
APRT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59319
SDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79693
MSLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63673
Heterotrimeric G-protein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.373
UBE2M	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27914
ZNF737	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84174
FOXN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86141
ZNF766	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5819
TUBA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92201
TMEM201	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67941
TMEM160	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66574
TEX41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95245
ME2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83721
GSE169205_3_v_6_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
TAF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48784
ARSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4173
VWCE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84492
GSE88819_7_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZBTB7A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.7369
TBX19	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3134
SLU7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10788
PRMT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62194
GSE210655_3_v_0_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
STMN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90191
CHCHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97439
GSE135244_0_v_1_trdmt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TMED3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27661
POLR2H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27915
NTPCR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12607
MYORG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74921
HNF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99249
ETV2::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.2011
GSE148494,GSE182513_1_v_0_hoxd13_human	RummaGEO Gene Perturbation Signatures	1.0	null
DUSP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49197
DUSP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57228
DHX38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31003
HYAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83573
MXD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98131
ZNF665	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58943
SFRP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52761
ZNF438	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21356
MITD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84647
USP53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31585
LSM14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63862
ZNF16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.024
PMC6499311-supp_gr.243345.118_Supplemental_Table_S8.xlsx-S8B_Het1A-HNF4A_2d_5x_open-Nearest_Ensembl_HNF4A	Rummagene Transcription Factor Associations 2026	1.0	null
ZFP36L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55757
KCNS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91847
SVIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17533
PLSCR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32771
FANCD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59459
ATG4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.443
GSE207514,GSE207515_0_v_3_acetylcysteine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
WBP1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80491
DPY30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28789
RABGAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66804
AVPI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80393
RXRG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.278
RHOD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78096
ARHGAP33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54712
GSE155972_0_v_1_setdb1_human	RummaGEO Gene Perturbation Signatures	1.0	null
MAFK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.8814
IKBKE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59561
AJUBA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21144
ZNF549	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.4788
GSE138863_2_v_1_disulfiram_human	RummaGEO Drug Perturbation Signatures	1.0	null
UNKL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38826
RAD54L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58983
LEPROTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99473
SMARCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07451
ZSWIM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57121
TOLLIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19026
MAP1LC3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4279
ZNF80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60566
B4GALT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12086
PMC8423434-mmc7.xlsx-KLF4_HENSM-Genes_n_2172_KLF4	Rummagene Transcription Factor Associations 2026	1.0	null
IFFO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65541
CHD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4215
ZNF331	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.0069
MYADM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19073
GSE181513_2_v_1_usp7_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10335698-pone.0285806.s007.xlsx-DMKN-shRNA_KD_Vs_ShSrc-Unnamed_9_AR	Rummagene Transcription Factor Associations 2026	1.0	null
TMEM200C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25735
CITED2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0504