association	dataset	threshold value	standardized value
GSE195559_8_v_1_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF596	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03072
PRKD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1194
RMDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37495
RBM27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30643
SOX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.37
MEF2D	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.8761
FOXP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.8326
GSE75976_3_v_4_abl1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Hic1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.2391
NAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42955
PMC9974104-jci-133-159940-s017.xlsx-GT3-INCP-GATA3_Co-up-Symbol_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
SLC25A37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69555
TRMT112	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74871
HOXC13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.2626
CILK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32705
GSE199899_3_v_0_diethylnitrosamine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE135030_3_v_6_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE169356_2_v_3_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE160304,GSE163392_7_v_3_zswim8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE224131_3_v_1_mafb_human	RummaGEO Gene Perturbation Signatures	1.0	null
RILPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01977
GSE158632_2_v_5_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10169359-13058_2023_1653_MOESM1_ESM.xlsx-Table_S9-Table_S9_Genes_differentially_expressed_between_TP53_mutant_and_wild-type_pBCs_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
DOK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54578
GSE103068_5_v_3_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE201735_3_v_1_cdca7_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NR3C1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.3449
GSE233647_2_v_3_docetaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZEB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4997
TLE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00689
GSE77108_3_v_1_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOXG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8239
GSE184137,GSE217802_1_v_0_esrrb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FLI1::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.9188
GATA4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.2453
POU1F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1287
GSE112762,GSE112767_2_v_0_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
STAT1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7947
PELP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62367
GSE211262,GSE211263_2_v_1_pbrm1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ELF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.3361
AGPAT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.226
TSPO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00268
UTP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31829
ZNF211	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.0554
GSE140997_4_v_3_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GRPEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37587
ETV1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0325
Meconium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.254
PELI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29585
GSE199899_1_v_0_diethylnitrosamine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Intramolecular phosphotransferase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.254
GSE129293_0_v_1_chd4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NAALADL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45403
ATF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.8429
ARIH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58828
GSE193993_1_v_7_sstr2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE239844_1_v_9_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOXO1::FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.2458
GSE229914_1_v_3_keap1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DCTN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72191
GSE205976,GSE205978_1_v_4_cep83_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE236003_1_v_3_ubr5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEx AdrenalGland 20-29 vs 50-59	GTEx Tissue-Specific Aging Signatures	1.0	3.16715
GSE151612_4_v_2_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DDX52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26195
LRIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14405
SPIC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.0516
PCBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59612
GSE186440,GSE186443_0_v_5_daxx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DYRK1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38311
Pou5f1::Sox2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.1758
RARB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.6327
GSE139966_4_v_0_figla_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE224237_1_v_0_resiquimod_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZIC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04477
ZNF407	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.56053
FOXA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.7202
SNU13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20498
GSE188599_11_v_10_resolvin e1_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE129370_0_v_1_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE242290_1_v_0_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
KCNN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04276
SPSB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24745
SKA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30485
GSE197630_1_v_0_ruvbl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Gfi1b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	39.1266
GSE198982,GSE198986_1_v_2_daunorubicin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE130081,GSE130082_4_v_1_neil2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SLC5A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.68375
VBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17694
FAM168B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05521
SLC35A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09619
GSE165579_3_v_2_opa1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE202434,GSE202438_10_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SPPL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05423
TECPR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3967
IRF8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.8563
CD63	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07924
MED17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2065
GSE140074_1_v_0_kif20a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE171572_0_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE241622_1_v_0_ythdc2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE128634,GSE128636_2_v_0_foxo1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE186471_1_v_2_carnosol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PBX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43434
ZBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24041
SREBF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.8188
GATA6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.6533
PMC7439574-13148_2020_914_MOESM2_ESM.xlsx-log2_fold_change_-2-1280_genes_are_more_than_four-fold_downregulated_in_PRDM8-_-_compared_to_control_PRDM8	Rummagene Transcription Factor Associations 2026	1.0	null
GSE210476_2_v_6_rutaecarpine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE215351,GSE215794_2_v_3_kdm8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE242290_3_v_10_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE226285_3_v_0_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ABCE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10104
GSE216043_10_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Lhx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.5859
FOXP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.0096
ZMAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36001
GSE233679_5_v_8_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ADIPOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40125
FOXB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.5474
DOCK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79497
GSE112765,GSE112767_1_v_0_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.6282
RPS4X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60627
GSE122215,GSE122217_0_v_2_peg10_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DSTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08163
SH3BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00355
GSE220806_1_v_3_progesterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE236437_2_v_3_aldosterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FDPS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57522
USHBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39864
FASTKD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03641
GSE154253_1_v_0_tnfaip8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE184399_0_v_3_cnot1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198254_1_v_0_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE190177_1_v_0_sgpl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10641274-mmc2.xlsx-FOXK1_Insulin-ENSEMBL_FOXK1	Rummagene Transcription Factor Associations 2026	1.0	null
IRF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.534
Golgi membrane	GO Cellular Component Annotations 2025	1.0	null
GSE233679_12_v_7_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CAMK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90781
EEF1AKMT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65439
RTF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81862
PMC12542114-12964_2025_2459_MOESM4_ESM.xlsx-DMOG_-_HIF1A-gene_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
COIL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22744
GSE112761,GSE112767_4_v_3_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SNX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2322
ZNF184	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.3992
ZNF667	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.8494
E2F4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8463
FOXL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.1283
TMEM200A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60454
GSE196505,GSE196507_1_v_2_kdm2b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12178937-mmc6.xlsx-L_MT1_KDvsD_MT1_KD_deg_all-gene_id_AR	Rummagene Transcription Factor Associations 2026	1.0	null
TAL1::TCF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.7045
GSE222758_0_v_3_clofazimine_human	RummaGEO Drug Perturbation Signatures	1.0	null
MYBL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.402
GSE169356_2_v_4_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158632_3_v_0_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ERF::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.8111
GSE76771_2_v_3_atf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOXD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.7
Nfat5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.8034
HOXB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26626
ECSIT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74574
RUNX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.2919
Golgi membrane	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	3.0
GSE80537_3_v_2_adhfe1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FIBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04723
RABGGTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4711
Lhx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	29.5
GSE253795_1_v_0_alkbh5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSTZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34337
USP42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27752
AP1G2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85625
Runx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.688
GSE48812_7_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
CLNS1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.08206
GSE131649_6_v_10_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NCAPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42911
RNF167	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51555
GSE201520_8_v_3_inhba_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Erythroleukemia cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.958
RAPGEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06288
SCG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02714
Arid3a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.5185
GSE264621_1_v_6_secretin_human	RummaGEO Drug Perturbation Signatures	1.0	null
LSM8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3587
PMC5651844-41467_2017_1173_MOESM4_ESM.xlsx-sheet_1-Supplementary_Data_1_Down_regulated_genes_in_YEATS2_KD_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE142210_2_v_8_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE125014_6_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
UPF3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25207
PMC9235320-mmc2.xlsx-ST9_eQTL-MR-results-Unnamed_1_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
SLC25A32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17935
GSE98898_8_v_1_hoxa1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RAB3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1352
SGTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.312
GSE161846,GSE161849_3_v_0_smarca4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SMARCA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40165
GSE80098,GSE80366_0_v_8_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE224096_3_v_0_cocaine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RALGAPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01295
GSE103068_0_v_3_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12178937-mmc6.xlsx-L_MT1_KDvsD_MT1_KD_deg_all-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
FNTA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32731
GSE131649_4_v_1_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE189609_1_v_0_hax1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE172016_2_v_1_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF500	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63354
PTPRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35911
GSE160817_0_v_8_slamf6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE109140_0_v_3_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DPP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.42684
GSE155836,GSE155839_3_v_2_alvocidib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
IPPK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70206
GSE174751_0_v_1_postn_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE137325_2_v_0_copanlisib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PRPF40A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6098
GSE111660_1_v_3_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE114232_8_v_11_mavs_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE130081,GSE130082_5_v_1_neil2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOXP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.0679
HIVEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81248
AP5M1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57185
PMC9235320-mmc2.xlsx-ST9_eQTL-MR-results-Supplementary_Table_9A_The_effects_of_whole_blood_transcripts_on_COVID-19_severity_with_suggestive_Mendelian_randomization_evidence_P_0_05_using_Genomicc_data_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
NUP58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.79969
GSE128634,GSE128636_4_v_0_foxo1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PSMD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46969
Bcl11b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.1348
IRF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.3767
POMP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2788
SPATA33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54894
SENP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25568
GSE169590_0_v_1_rptor_human	RummaGEO Gene Perturbation Signatures	1.0	null
CRISPLD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6576
FOXK2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.8873
GSE76771_1_v_3_atf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE121824,GSE121826_0_v_2_scaf8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE206870,GSE206872_0_v_2_ascl1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SEC14L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19325
GSE114013,GSE114014_1_v_3_itraconazole_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Phosphomannomutase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.255
NSMCE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33054
protein glycosylation	GO Biological Process Annotations 2025	1.0	null
BTN2A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34096
GSE135030_3_v_1_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE135030_8_v_1_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GATA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.2142
NAPRT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4032
GSE119978,GSE180930_0_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE132369,GSE132371_2_v_0_cccp_human	RummaGEO Drug Perturbation Signatures	1.0	null
MEIS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.4699
GSE100863,GSE100864_3_v_0_tet2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
YME1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10654
CEP290	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04177
TFAP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.8832
GSE164508_1_v_0_bortezomib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
SLC5A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07967
GSE157050,GSE157051_2_v_4_metformin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CDX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.0778
AGXT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72797
TRPS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.8134
MAPKAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40465
PCNA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84737
NAMPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38611
GSE224763_1_v_0_rif1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE165647_2_v_3_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PRPF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28571
GSE233183,GSE233187_2_v_9_larp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE76425_0_v_3_lenalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE100863,GSE100864_2_v_1_tet2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE115395_2_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE240468_3_v_6_nfyc_human	RummaGEO Gene Perturbation Signatures	1.0	null
FOXO1::ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.7237
MSS51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23284
GSE189859,GSE189861_0_v_2_idh1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE135030_8_v_9_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE229973_3_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
C2CD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42816
FLI1::DRGX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.4205
PMC10769395-media-2.xlsx-S2E_EF_Activated_genes-Ebegboni_et_al_Supplemental_Table_S2E_Decreased_expression_following_depletion_of_EWSR1_FLI1_TC-32_TC-71_and_A673_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE135705_5_v_3_corticosterone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NPRL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73507
PGAM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14401
TOMM22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94197
GSE120595_5_v_4_arid2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NUDT13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73439
FBXL14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0235
TBX22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.688
GSE125014_6_v_4_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
TTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72059
GSE184892_4_v_2_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE171837_3_v_1_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CMTM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75634
GSE199899_4_v_0_diethylnitrosamine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PITPNC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42777
IRF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.25
BUB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25098
bounding membrane of organelle	GO Cellular Component Annotations 2025	1.0	null
IRF7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.4021
PSMA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65872
STX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44426
GH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58138
GSE239844_1_v_2_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PLAAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33063
ETV5::HOXA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.7941
GSE195568_1_v_10_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE48812_7_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
Crx	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	14.6873
GSE135030_11_v_1_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE202603_3_v_2_bhlhe40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE135030_11_v_9_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOXC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0494
MTHFD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56917
PMC10550934-41467_2023_41927_MOESM4_ESM.xlsx-degenes_beatAML_CEBPA-NT_Fig1c-Gene_Symbol_CEBPA	Rummagene Transcription Factor Associations 2026	1.0	null
FSCN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83757
TMEM81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23862
MSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.2219
GSE139455_0_v_6_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
BARHL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.3004
GDF9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35192
GSE241402_0_v_1_prmt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE116810_5_v_0_selinexor_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MNAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1248
TIMELESS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12313
SURF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14028
GSE160304,GSE163392_2_v_3_zswim8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE128634,GSE128636_4_v_5_foxo1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ETV5::FOXO1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.7971
ZKSCAN1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6161
GSE148692,GSE148695_7_v_4_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GAA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08645
GSE195663_7_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
H3C10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26462
TSN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45133
TOR1AIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87443
GSE201309_4_v_7_matrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ATOH7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.0382
ZFP42	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.5731
S100A13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15273
THEMIS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08956
GSE112761,GSE112767_1_v_5_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TPBGL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22397
GSE197630_1_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOXS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.3182
GSE190235_0_v_2_foxo3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF652	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.6433
SKA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47899
GSE206870,GSE206872_3_v_5_ascl1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DNAJC24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23734
GSE163297_0_v_1_doxorubicin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10641274-mmc2.xlsx-FOXK1_Insulin-SYMBOL_FOXK1	Rummagene Transcription Factor Associations 2026	1.0	null
LMX1A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.8115
GSE169205_3_v_1_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE135030_3_v_9_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE139455_7_v_6_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE140997_4_v_8_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CISD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0963
POU6F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.8082
FOXO4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.2208
GSE131649_4_v_11_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
RPL35A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05444
SPIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.5821
GSE191037_0_v_1_itraconazole_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CHD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95613
MRPL35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47311
SORL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22995
GSE193258,GSE193259_9_v_3_osimertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE131649_6_v_1_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE171837_1_v_2_bortezomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TUBE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15077
TLR7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28997
STK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38615
ELF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7644
GSE229070,GSE229071_0_v_2_sotorasib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE233679_5_v_15_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
Mafb	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.3025
GSE48812_4_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151612_4_v_11_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DCK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09232
GSE191174_0_v_1_ccdc92_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEx AdrenalGland 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	1.0	4.40002
NSRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59091
GSE145628,GSE145629_1_v_0_myrf_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SEC24C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4803
PBX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.7778
RAD51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17502
GSE48812_3_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE181461_1_v_4_trim28_human	RummaGEO Gene Perturbation Signatures	1.0	null
MYF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.8559
SNAI2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.371
Pax7	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.6144
STAT1::STAT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.2452
EIF2B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02647
GSE202825_2_v_1_ano1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE206870,GSE206872_4_v_2_ascl1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ACAD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03574
GSE163297_0_v_2_doxorubicin_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOXP3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3439
NUS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56068
GSE112761,GSE112767_2_v_0_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE206502_2_v_1_igf2bp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
MEF2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71949
GSE77108_6_v_1_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.2949
PPM1K	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04622
GSE236003_2_v_3_ubr5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE206870,GSE206872_1_v_5_ascl1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE133927_1_v_0_meox1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SDF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.42023
GSE242290_1_v_10_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
SEC13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22397
GSE120413,GSE120447_4_v_5_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE133213_6_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ATG16L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11542
BICDL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.21849
GSE217363_4_v_1_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOXO1::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.6898
GSE217132_0_v_1_pfkfb4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE227415_1_v_0_ucp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE48812_3_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
COL4A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04087
LHX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13972
GSE226316_11_v_2_tead2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HPS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19574
FOXJ2::ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.4268
PTDSS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9319
protein O-linked glycosylation	GO Biological Process Annotations 2025	1.0	null
MINDY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13675
JOSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00486
GSE186440,GSE186443_2_v_5_daxx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158632_3_v_1_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9974104-jci-133-159940-s017.xlsx-GT3-INCP-GATA3_Co-up-Gene_ID_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
NR3C2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.2311
RELB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4818
GSE207514,GSE207515_1_v_3_acetylcysteine_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOXO6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.7839
LAMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43105
GSE188870,GSE188871_1_v_5_kat7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PRKAR2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37355
SSB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10984
Choanomastigote	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.003
ZNF175	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.8211
ZNF774	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39839
TAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03676
GSE122215,GSE122217_5_v_2_peg10_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF75A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.8323
GSE223008_5_v_3_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GNA12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5636
ZBTB26	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.0658
FOXA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.3594
RPL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31929
FOXA3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.9709
GSE131649_6_v_9_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE189683_3_v_0_rif1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE135030_8_v_6_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE130081,GSE130082_0_v_1_neil2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE171572_3_v_4_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ARL14EP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60404
PMC5651844-41467_2017_1173_MOESM5_ESM.xlsx-Down_genes_shY2-1-Supplementary_Data_1_Down_regulated_genes_in_ShY2_KD_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE216988,GSE216989_0_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE112761,GSE112767_2_v_5_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Trypanosomoid form	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.508
GSE186471_1_v_0_carnosol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE196671_5_v_1_obox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
COPS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18368
Tcf21	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.9785
TOMM20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07377
SC5D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44441
GSE98973_3_v_1_sorafenib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
FOXK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.1894
SOX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6794
GTF2E2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59327