association	dataset	threshold value	standardized value
NDRG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42438
ZNF211	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3734
NUAK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64173
UBE2D3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18847
GSE196505,GSE196507_1_v_2_kdm2b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRRC2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54931
NR3C2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7895
POU3F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.8604
ATP5MF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14742
POU2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.9478
CARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1833
nucleolus	GO Cellular Component Annotations 2025	1.0	null
nuclear lumen	GO Cellular Component Annotations 2025	1.0	null
VGF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33354
EIF4E2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98274
STAT1::STAT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.1145
GSE131887_5_v_3_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Shox2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.3696
GSE116354,GSE117379_2_v_4_cox2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE100102_0_v_5_cgas_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE248858_1_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE234514,GSE234516_2_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZFP57	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.3304
GSE114992,GSE114993_8_v_5_irf5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198165,GSE198166_8_v_10_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE173810_4_v_1_igf2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FAM204A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40612
GSE121809_1_v_0_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
POU2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.75
GSE220613_0_v_1_rbm4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE151829,GSE151831_3_v_0_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE140322_3_v_1_imatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE148066,GSE157787_11_v_6_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KLHDC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32533
WTIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15246
RPL30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09357
GSE126621,GSE126920_1_v_3_dppa4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE190235_3_v_2_foxo3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NOP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30903
GSE171177,GSE171181_1_v_0_e7107_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE155305_2_v_1_ifitm3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198165,GSE198166_6_v_10_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE175787_13_v_10_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE246195,GSE246305_1_v_0_sin3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE227634,GSE228381_0_v_7_arid1a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146156_2_v_3_tagap_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HSF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.7624
GSE112365_0_v_1_sirt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRKAR2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81226
GSE246053_1_v_3_hnf4a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
intracellular membraneless organelle	GO Cellular Component Annotations 2025	1.0	null
TBX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79219
GSE123825_0_v_3_glud1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE182680,GSE182683_10_v_12_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF732	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15793
GGPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55355
Lhx4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	14.8697
GSE160246_0_v_7_cpeb4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_6_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE137818_3_v_7_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE89018_6_v_14_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE182680,GSE182683_10_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE145323,GSE145324_1_v_0_rfx3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RBM8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13729
GSE139455_7_v_3_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE186483_1_v_4_lrrk2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE131887_1_v_4_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE178113,GSE178116_0_v_1_atrx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SAMD14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1299
GSE248858_4_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
FBXO41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14832
Nkx3-1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.2956
GSE198165,GSE198166_9_v_4_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CDC73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44935
GSE108326_1_v_0_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE248858_1_v_7_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MGA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.5554
GSE198165,GSE198166_0_v_1_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE167546_1_v_2_atrx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152432_6_v_4_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RTF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01848
GSE169571_0_v_1_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE247775_1_v_0_tmprss2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE113385_0_v_1_six1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE128730_3_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE137144_2_v_0_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRWD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16497
POU3F4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.498
GSE223540_1_v_3_anxa2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RARA::RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.7717
GSE179974_3_v_2_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE130690,GSE130692_1_v_0_sirt6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE223008_4_v_3_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE190235_1_v_2_foxo3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE195513_0_v_3_cpeb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE151829,GSE151831_7_v_0_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
POU5F1B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.0482
GSE214823,GSE214824_5_v_7_crtc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169152_5_v_4_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TBX15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.281
TEKTIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05307
NINL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04827
GSE85880,GSE85881_0_v_1_tretinoin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Thap11	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.6455
GSE234043_3_v_1_abcb1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
POU2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.2904
POU3F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.4087
GSE151829,GSE151831_1_v_0_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE176008_4_v_3_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE198165,GSE198166_6_v_2_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198165,GSE198166_5_v_11_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169152_5_v_7_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Tcf21	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	29.9241
GSE124410_3_v_5_stk40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199606_1_v_4_ricin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE214931_2_v_0_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
CDC25C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19913
GSE192870_2_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RIOK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45371
GSE122101,GSE122103_3_v_1_ssu72_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE89767_2_v_5_cebpa_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
POU3F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7177
RXRA::VDR	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.7
RPP30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41146
GSE199189_1_v_0_creld2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE114013,GSE114014_0_v_4_itraconazole_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF628	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31748
BRWD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18347
GSE159148_0_v_1_sdc1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE166315_1_v_0_docetaxel_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE86507,GSE86509_3_v_2_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PAX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.5014
GSE155031_5_v_0_dextran_human	RummaGEO Drug Perturbation Signatures	-1.0	null
IFFO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41139
DDX28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20577
GSE118794_2_v_1_zmynd8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE109530,GSE109531_1_v_0_hdac3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE186483_6_v_4_lrrk2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152432_9_v_4_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PAX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.725
VSIG10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49937
GSE123825_0_v_3_glutamine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NNAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10699
LSM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06889
GSE188870,GSE188871_0_v_5_kat7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_6_v_12_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE124410_6_v_5_stk40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146074_1_v_8_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TGFB1I1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05011
Arx	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.8565
GSE175787_11_v_10_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE180951_2_v_3_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE185519_4_v_5_gilteritinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Stat5b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.4167
GSE226983_2_v_0_ddx5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE165122_0_v_3_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE139239_1_v_5_ddr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE94011_2_v_1_pias3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE164135,GSE164137_0_v_1_fbxw7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE146074_1_v_7_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PSMB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62225
GSE147876,GSE147877_4_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE145311_1_v_3_glutathione_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GRHL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.0995
GSE186005_1_v_2_klf5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198165,GSE198166_7_v_1_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE171837_3_v_1_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
HARBI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42818
POLR3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22925
ASAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67013
CREG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07494
GSE164463_4_v_1_pax6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AQR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38022
RNPC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33674
ALDH1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55894
GSE60837_6_v_4_bcl9_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SIPA1L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0232
BCL6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.6899
GSE122711_1_v_0_mpc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE188870,GSE188871_0_v_2_kat7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TARDBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02915
GSE196117_6_v_11_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
STIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06777
GSE131887_1_v_0_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GTF2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37915
ARL4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03631
RPRM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17997
RARA::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.0
GSE148066,GSE157787_9_v_1_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
THAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30042
GSE139239_2_v_6_ddr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83855
GSE157555,GSE157556_4_v_7_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE216274,GSE216292_4_v_2_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
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
GSE186483_1_v_0_lrrk2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE254517_2_v_0_irf7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXO1::ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.7361
GSE87412,GSE92423_0_v_4_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE183271_1_v_0_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE140322_3_v_2_imatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE146074_9_v_3_ly6e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE247862,GSE247863_4_v_1_eomes_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE102675_3_v_0_atf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ERF::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.2822
GSE186660_2_v_1_nicotine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148066,GSE157787_0_v_10_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120413,GSE120447_0_v_2_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PABPN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4615
ZFP36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16988
DDX41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4417
Prdm15	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.9517
HLA-DQB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90667
GSE169571_5_v_1_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GFER	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26146
EPB41L4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29864
TBX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5108
GSE192689_0_v_1_ricin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GRHL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.8584
GSE179002_4_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE103372_1_v_2_smad1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Wt1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	76.2381
MZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.8386
PMC10602967-18_2023_4927_MOESM3_ESM.xlsx-DDX5_17_KD_HEK293-Unnamed_1_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ADAM17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03763
GSE162087_0_v_1_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE165122_2_v_3_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE86507,GSE86509_3_v_9_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AMER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11829
GSE173262_6_v_0_ash1l_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TRAF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22841
NPTX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12063
RBM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01432
Alx4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.5642
GSE178227_1_v_0_tet1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE218356_1_v_0_cited1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZBTB32	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.6493
GSE127261_1_v_2_ezh2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE220520_5_v_4_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ASCL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28046
GSE130383_2_v_3_gps2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CCNB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31857
GSE239688_4_v_3_canagliflozin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Yy1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.4775
SPATA5L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24071
GSE152666,GSE152668_2_v_1_carm1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SIRT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64103
GSE147876,GSE147877_2_v_5_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
RNASE6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31627
IKZF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05357
GSE200352_11_v_6_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE226316_4_v_2_tead2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PSMD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80655
RPL17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46137
TSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30447
GSE128099,GSE128159_3_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE126621,GSE126920_1_v_0_dppa4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TUB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19494
CCNT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14121
GSE167324_1_v_0_eif4e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC7439574-13148_2020_914_MOESM2_ESM.xlsx-log2_fold_change_2-1769_genes_are_more_than_four-fold_upregulated_in_PRDM8-_-_compared_to_control_PRDM8	Rummagene Transcription Factor Associations 2026	1.0	null
GSE224969,GSE224971_3_v_5_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC4595011-pgen.1005555.s003.xlsx-BPTF_UP-regulated-Ensembl_gene_id_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE60837_0_v_4_bcl9_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HSF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.6936
GSE148066,GSE157787_0_v_1_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FLI1::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.4086
GSE198165,GSE198166_6_v_3_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NR3C1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7439
GSE77178_1_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE153836_14_v_5_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ETV5::FOXO1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.695
GSE137818_5_v_0_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE242049_1_v_0_txndc5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
C5orf34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21358
ETV5::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.7558
GSE189683_3_v_0_rif1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Lhx8	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	14.2043
GSE179002_3_v_1_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142684_3_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE149943_2_v_3_cd8a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NR5A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03928
SPATA24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06147
GSE85880,GSE85881_0_v_2_tretinoin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZFYVE21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66764
GSE140651,GSE140653_2_v_6_med1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GINS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24642
GSE68155_3_v_2_gpr3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TPRX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14535
GSE87412,GSE92423_0_v_1_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169152_5_v_0_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE127790_13_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE99112_0_v_1_upf3b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE179002_4_v_1_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140092_0_v_1_socs3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE74490_0_v_1_triptolide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE73562,GSE73563_1_v_2_preb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE221327_6_v_11_clpp_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE196699_7_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CASTOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86515
GSE246053_1_v_2_hnf4a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE131887_5_v_2_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE124410_6_v_0_stk40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE179974_3_v_0_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE120413,GSE120447_0_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ERF::FOXO1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.0918
GSE152432_6_v_0_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198165,GSE198166_9_v_1_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE86507,GSE86509_4_v_1_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE236437_0_v_3_aldosterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE205976,GSE205978_1_v_0_cep83_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE139239_3_v_5_ddr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE125782_3_v_2_glutamine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PCDHAC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07455
MSANTD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8178
ZFP42	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.1433
LYRM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3082
TCF21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03212
GSE89018_11_v_14_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RNF31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06618
ZBTB11	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0326
GSE152432_5_v_4_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ACOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17168
NR1I3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.819
chromosome	GO Cellular Component Annotations 2025	1.0	null
GCM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.9107
RAB39A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4588
PHOX2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.958
Tfcp2l1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	36.1863
GSE186483_6_v_0_lrrk2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.8017
GSE151782_6_v_5_aim2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09657
FASN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71609
GSE198165,GSE198166_8_v_4_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE146074_6_v_7_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140322_0_v_2_imatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE198165,GSE198166_0_v_4_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE77178_6_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199606_3_v_4_ricin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE139966_1_v_0_figla_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE133691_2_v_0_lgr5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE129389_0_v_6_tropifexor_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Sox1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.1243
GSE196699_7_v_3_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZSCAN12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0712
GSE151829,GSE151831_7_v_8_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FAM53B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04873
WDR6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93115
GSE165548_2_v_8_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE211989_0_v_1_nlrc3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE123022,GSE123030_8_v_0_trem2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
POLR2K	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20643
GSE123502,GSE123504_1_v_0_chd4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE216274,GSE216292_4_v_1_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CRB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0821
GSE245134_2_v_3_atg5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE124410_2_v_5_stk40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.7881
Dlx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.6847
GSE258991_5_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE229914_1_v_3_keap1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE89767_1_v_5_cebpa_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE139966_1_v_2_figla_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
E2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.0976
GSE224969,GSE224971_3_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE89018_12_v_8_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE148066,GSE157787_5_v_4_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE69869_0_v_1_panobinostat_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE160017,GSE160022_1_v_0_trem2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FGD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1134
FKBP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39548
MRPS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54812
SEC11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23926
GSE189683_1_v_2_rif1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142684_0_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE179002_0_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE122101,GSE122103_3_v_4_ssu72_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE244940_0_v_1_edf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.2221
GSE131649_6_v_0_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE242049_1_v_0_glutathione_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE112763,GSE112767_0_v_3_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TBKBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84348
GSE196117_1_v_11_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Nr2e3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.0
AASDHPPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0864
GSE198165,GSE198166_6_v_11_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NR1H4::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.3692
GSE198165,GSE198166_0_v_3_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE94849_7_v_2_pinometostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EIF3K	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59044
HSF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.5982
TTLL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33698
ZNF449	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.2655
GSE206516,GSE206518_5_v_4_ptdss2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE218879_1_v_2_acetaminophen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ELK4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6767
MANBAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36577
ESRRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01225
Alx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.5494
Foxl2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.648
GSE248045,GSE248046_0_v_1_runx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE133691_1_v_3_lgr5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BCL11A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.3746
GSE179002_2_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE176008_0_v_3_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
Gata3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.5454
GSE86507,GSE86509_3_v_10_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LIFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05824
IRGQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48467
GSE231524,GSE231526_0_v_1_dusp6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE168697_0_v_1_wdr6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE180800,GSE180801_0_v_5_tex10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152432_1_v_0_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE89018_12_v_14_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ETV2::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.7603
TBX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.1315
KCNE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32639
GSE137144_4_v_0_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TUT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46703
SAMM50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79697
GSE131649_6_v_8_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE198165,GSE198166_5_v_10_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146074_6_v_8_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FTH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01731
S100A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20509
GSE140322_0_v_1_imatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE247862,GSE247863_0_v_5_eomes_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE178714_6_v_0_smad2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEx Heart 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	1.0	6.91737
CUL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17426
SGSM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10316
GSE98898_8_v_1_hoxa1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Dlx4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.0718
Msx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.6121
CYP2R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07259
GSE156115_0_v_3_igf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
OSR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.0115
GNAQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01596
GSE159893_2_v_0_genistein_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE232564,GSE232566_0_v_2_nsd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE198165,GSE198166_7_v_4_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SFXN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62874
PMC9270251-mmc2.xlsx-2_Filtered_DEGs_Control_vs_KD_2-Gene_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE149901_3_v_0_anlotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Dux	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.5458
GSE216274,GSE216292_4_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE89018_12_v_2_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE152432_3_v_0_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198165,GSE198166_5_v_3_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148510_3_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF711	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21635
IPO13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10623