association	dataset	threshold value	standardized value
GSE169356_0_v_3_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE168587,GSE168752_3_v_1_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE196104,GSE196106_2_v_1_vsx2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE120756_2_v_9_tet2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE157555,GSE157556_4_v_2_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TFAP2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	134.151
GSE210101,GSE210114_8_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142684_0_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE71674,GSE71676_0_v_2_cbfa2t2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE189789_0_v_1_oridonin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE119978,GSE180930_0_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE211983_0_v_3_nicotine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE111660_4_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HELT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13561
GSE184210_0_v_3_glucagon_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE144231_4_v_7_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
EBF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	58.4674
SP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	197.317
GLIS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.5679
SLC24A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44146
SAMD14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2113
ZNF157	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55112
CALML6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77833
GSE191015_0_v_3_gsdmb_human	RummaGEO Gene Perturbation Signatures	1.0	null
SIX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6155
GSE247764_0_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
METTL14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55502
GSE136622_7_v_3_srpk3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE168401_2_v_3_harmine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
KLF14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	244.01
PMC12826982-mmc5.xlsx-Table_S4-Supplementary_Table_S4_Differentially_Bound_Down-regulated_Peak-Related_Genes_in_Flag-SOX3-HSV-1_vs_Flag-SOX3-Mock_SOX3	Rummagene Transcription Factor Associations 2026	1.0	null
ZFP14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	131.105
CTU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01419
GSE173873_10_v_13_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PPCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79697
E2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.6373
GSE141453,GSE141454_0_v_4_card11_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PPP1R14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08299
GSE70883,GSE71179_0_v_1_pbx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE214382,GSE214383_4_v_2_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZIC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	91.733
ZNF780A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22126
NSUN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43258
DRGX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32292
PMC12480102-41525_2025_515_MOESM2_ESM.xlsx-ST12-Unnamed_3_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE195568_2_v_4_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MRPL19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20522
NFYC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54138
NOC4L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28763
PRDM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17856
GSE133213_2_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Zic1::Zic2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.8472
Spi1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	232.18
GSE247764_3_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158502,GSE158506_3_v_0_fat1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE110268_1_v_3_foxd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE139348,GSE139349_1_v_0_dicer1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RGL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10075
GSE125025_2_v_3_lyl1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DCUN1D5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16193
GSE142684_0_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
INSR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39571
GSE210580_5_v_7_rag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE133764_1_v_0_chd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE176008_8_v_3_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE238116_1_v_0_egr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
POLQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24064
GSE130081,GSE130082_5_v_1_neil2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE181959_1_v_2_dextran_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NFKB2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.6088
GSE76425_1_v_10_lenalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE219195_4_v_2_rbm12_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210101,GSE210114_2_v_9_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210101,GSE210114_8_v_10_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE205163,GSE205164_5_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210580_4_v_6_rag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	235.873
PPAN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50208
GSE205976,GSE205978_2_v_4_cep83_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE173873_12_v_11_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLHDC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0059
ZIC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	52.4671
KLF17	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	74.8118
PMC9950457-mmc3.xlsx-GRHL2_overexpression_DOWN-gene_GRHL2	Rummagene Transcription Factor Associations 2026	1.0	null
Cervix - Endocervix	GTEx Tissue Gene Expression Profiles 2023	1.0	1.72442
GSE241036_4_v_1_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NRDE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29573
ZNF417	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.5495
GSE183335,GSE183351_1_v_2_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
RAB41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1314
ALS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29228
MTX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51893
TBC1D10A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5222
Mecom	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.4074
PATZ1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	476.341
GSE216273,GSE216292_14_v_2_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE93124_0_v_1_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
VPS52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15438
GSE164757,GSE164759_1_v_2_trametinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE244710_3_v_2_srsf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE173873_8_v_13_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CTCF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	208.861
GSE176008_4_v_2_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE157383_3_v_2_abemaciclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PPP6R2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85072
GSE200673,GSE200691_1_v_5_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE153836_14_v_5_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE210101,GSE210114_6_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE159049_3_v_0_sox2_human	RummaGEO Gene Perturbation Signatures	1.0	null
BCL6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0884
GSE179002_2_v_6_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE179974_3_v_0_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
XKR8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99473
TMEM158	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16939
PMC9882185-media-4.xlsx-Neuron_KD-ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Vagina	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.559401
GSE244710_1_v_0_srsf1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE131377_4_v_3_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE180185_4_v_10_setbp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE127790_13_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE182727_1_v_0_busulfan_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF281	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	371.414
TGFB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05737
GSE58724_1_v_4_oxymetholone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Zfx	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	37.8243
CCDC74B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38119
UBXN8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17478
C5orf22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15508
GSE112760,GSE112767_4_v_5_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC5682285-41467_2017_1744_MOESM8_ESM.xlsx-Change_in_both_CSDE1_KD_hESCs-gene_id_AR	Rummagene Transcription Factor Associations 2026	1.0	null
MAT2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10761
GSE210682_0_v_3_methadone_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF768	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49463
GSE224763_1_v_0_rif1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
EBF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.1973
MST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23035
GSE186287_1_v_3_ufm1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE149096_4_v_3_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE165704_0_v_1_rif1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE171401_1_v_0_adnp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RPL10A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11018
GSE216273,GSE216292_14_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE89767_6_v_5_cebpa_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6928094-395_2019_765_MOESM7_ESM.xls-DEGs_AR7_vs_Pre-patterned-List_of_differentially_expressed_genes_in_AR7_vs_Pre-patterned_cells_THRA	Rummagene Transcription Factor Associations 2026	1.0	null
GSE235945_1_v_0_pikfyve_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE78199_0_v_3_tamoxifen_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF701	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	99.9912
INF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.21375
NPTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43121
GSE130081,GSE130082_5_v_10_neil2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE144231_6_v_5_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE136622_2_v_3_srpk3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
E2F6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	81.7505
TFAP2E	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	59.8971
GSE201217_4_v_6_usf2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158738_0_v_1_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
VPS4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86364
GSE176008_7_v_2_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE201239_3_v_4_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PNMA6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48356
GSE207582_2_v_1_testosterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GOPC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19545
PSORS1C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1164
GSE148252_0_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
E2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3791
PMC7430827-12864_2020_6933_MOESM4_ESM.xlsx-Sheet1-Additional_file_4_Table_S4_A_list_of_3_062_genes_containing_locus_where_only_KD_had_non-synonymous_SNPs_compared_to_other_duck_breeds_AR	Rummagene Transcription Factor Associations 2026	1.0	null
HEXIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34912
GSE100863,GSE100864_3_v_0_tet2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE189834,GSE189836_1_v_0_brd4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Wt1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	63.3268
GSE210101,GSE210114_8_v_9_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CTCFL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.6697
ZNF480	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39691
ATN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23807
GSE102467_1_v_0_pazopanib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE127790_4_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE122215,GSE122217_5_v_1_peg10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PRIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04721
SHKBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02251
GSE234289_5_v_0_rfx6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Artery - Tibial	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.559401
GSE127790_10_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE176008_0_v_2_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE142684_4_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE173810_0_v_3_igf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MIS18A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.98375
LRRC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47499
GSE148252_5_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE138939_2_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148262,GSE150691_1_v_0_hdlbp_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120200,GSE127269_1_v_2_asxl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE88819_11_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	61.3148
GSE180200,GSE180201_15_v_1_qpctl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE218819_2_v_1_kdm5b_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169263_1_v_0_armc5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE211983_1_v_2_nicotine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ETV5::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.4571
GSE173873_8_v_3_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE143743_0_v_2_c9orf72_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE190316,GSE190324_6_v_9_rbm4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE203308_14_v_0_brf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MRPL20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04183
THAP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.612
PMC12549544-mmc2.xlsx-AA_D1_VS_D7-Name_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE137914_4_v_5_tet3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140651,GSE140653_2_v_7_med1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10330983-ab-22-0432-Supplementary-Table-9.pdf-81-CAMTA2_INCA_CAMTA2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE93309_5_v_3_prmt1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE163920_1_v_0_sirt1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE189683_3_v_0_rif1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE245270_2_v_0_isoproterenol_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE63048_11_v_12_morc1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210101,GSE210114_1_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE131377_4_v_2_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE229978_4_v_2_morphine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE123861_1_v_0_sin3a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE159049_1_v_0_sox2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE179002_2_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PLAG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	215.333
GSE173873_2_v_13_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE262134_0_v_1_dnajc12_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE233679_14_v_4_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE58724_3_v_4_oxymetholone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF189	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.9308
SP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	284.049
PTEN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11305
GSE133764_2_v_0_chd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
EPB41L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76919
Brain - Spinal cord (cervical c-1)	GTEx Tissue Gene Expression Profiles 2023	1.0	1.11226
Gli1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.365
MCM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.46929
GSE195568_2_v_10_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF530	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	154.415
KLF12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	241.137
GSE69244_1_v_0_j147_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
HPCAL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07133
GSE247764_1_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE167404_1_v_0_lama4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE148066,GSE157787_3_v_10_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174701_5_v_3_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210101,GSE210114_5_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PBX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.8673
GSE58724_1_v_0_oxymetholone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE210101,GSE210114_4_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE119498_2_v_4_setd5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF675	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.3804
Bladder	GTEx Tissue Gene Expression Profiles 2023	1.0	2.92519
KLF7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	199.395
GSE144231_3_v_5_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RUVBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26674
GSE214382,GSE214383_1_v_2_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TFAP2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	138.328
GSE205163,GSE205164_3_v_7_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE261563_9_v_4_atrx_human	RummaGEO Gene Perturbation Signatures	1.0	null
ARHGAP21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57361
GSE180525,GSE180528_1_v_0_tbx3_human	RummaGEO Gene Perturbation Signatures	1.0	null
POMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39897
GSE126621,GSE126920_1_v_3_dppa4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120595_0_v_4_arid2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140997_4_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE189653,GSE203344_2_v_1_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE195568_2_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE112760,GSE112767_1_v_5_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TFAP2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	153.935
MED22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63369
GSE77108_4_v_9_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CREB3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.0043
GSE247084,GSE247087_0_v_1_cdyl_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TFDP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.871
INCENP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57197
ELF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.8751
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-SOX4-fromNode_SOX4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE109140_0_v_3_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE193258,GSE193259_5_v_4_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
HAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02508
GSE110268_2_v_3_foxd1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DENND4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75837
E2F4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.2565
Jun	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.757
TRUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3247
PRDM9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	448.349
GSE181513_2_v_1_usp7_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE146074_6_v_7_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
XBP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.13
ZNF454	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	184.708
GSE159728,GSE159730_0_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Tbx6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.6076
PMC9181267-mmc3.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-GSEA_name_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
GSE206870,GSE206872_1_v_2_ascl1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE232218_1_v_0_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE210580_4_v_7_rag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Zic3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	34.5612
RBM8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65675
GSE136622_0_v_3_srpk3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Stomach	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.559401
ZNF343	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	52.7078
GSE200673,GSE200691_2_v_3_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE234289_4_v_0_rfx6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE92457_9_v_12_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE173810_0_v_1_igf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CCDC50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35793
GSE205976,GSE205978_1_v_0_cep83_human	RummaGEO Gene Perturbation Signatures	1.0	null
ECHDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10021
GSE189653,GSE203344_4_v_3_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF148	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	129.915
FAU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04669
GSE153867_6_v_8_olaparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE151829,GSE151831_5_v_8_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE214931_4_v_5_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
Pituitary	GTEx Tissue Gene Expression Profiles 2023	1.0	1.3948
GSE205163,GSE205164_2_v_0_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE171352_2_v_3_glucagon_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RAB11FIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04382
GSE189653,GSE203344_5_v_3_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE92457_9_v_10_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE111660_1_v_5_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174701_1_v_7_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17479
ERF::SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.3328
GSE133763_0_v_2_chd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210101,GSE210114_5_v_9_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
AUP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12345
ZBTB7A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3549
GSE173873_10_v_3_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ELF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.9002
GSE145915_5_v_1_pcm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GCM2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.1993
GSE153871_4_v_2_cytarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF320	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	423.86
CARF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09441
GSE205687_1_v_0_mta1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
EWSR1-FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	123.705
GSE140997_2_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
WDR55	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6873
GSE167324_2_v_0_eif4e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE89767_7_v_5_cebpa_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE133763_0_v_1_chd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GLIS2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	82.4692
VEZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	58.3018
CPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15138
GSE196104,GSE196106_2_v_0_vsx2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE168797_1_v_6_cannabidiol_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE241701_1_v_0_daxx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE137177_2_v_0_folic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NR4A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32502
SLC16A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00768
GSE112761,GSE112767_1_v_5_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142684_4_v_7_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MCEE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.41933
GSE137914_0_v_3_tet3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DGKE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3781
GSE90019,GSE90020_5_v_2_phf8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE173262_2_v_0_ash1l_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE157592_1_v_0_tet2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MTX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5489
GSE211286_4_v_5_tcf12_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE190316,GSE190324_10_v_9_rbm4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF263	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	67.9315
GSE86507,GSE86509_7_v_9_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE261563_9_v_8_atrx_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE163282_12_v_8_aspirin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE176008_8_v_1_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE132694,GSE132717_0_v_2_meis1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RSL24D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55011
GSE158834_12_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
LRRC37B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79075
GSE224969,GSE224971_3_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Zfp809	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	44.1778
Nr1h4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.5771
EIF5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21474
PMC12480102-41525_2025_515_MOESM2_ESM.xlsx-ST12-Unnamed_2_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF816	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	82.7104
GSE138818_1_v_0_nanog_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TBX19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21031
ZNF257	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	83.7913
GSE146612_1_v_3_amiodarone_human	RummaGEO Drug Perturbation Signatures	1.0	null
LEUTX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54686
GSE199606_1_v_4_ricin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE164505,GSE164506_3_v_2_indisulam_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE145915_5_v_4_pcm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE219195_4_v_5_rbm12_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF101	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07441
NCKAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0951
GSE70499_5_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE109140_2_v_3_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE169155_5_v_4_acetaminophen_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF331	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.588
INSM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	92.875
GSE228894_3_v_2_rnmt_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE234289_3_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210101,GSE210114_2_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NIP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04506
GSE120413,GSE120447_0_v_5_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217541,GSE217543_0_v_1_tet1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE205163,GSE205164_5_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
ENY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00606
UBN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37637
NHLH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08148
GSE63048_11_v_6_morc1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLF16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	104.351
MIS12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40712
MAGOH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06972
GSE163884_1_v_0_sumo2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE224096_3_v_0_cocaine_human	RummaGEO Drug Perturbation Signatures	1.0	null
DRG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24096
KLF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	76.5239
EVX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51321
RIMS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36719
KLF10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	315.193
EIF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70116
SECISBP2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02947
GSE93674_2_v_0_ezh2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
EIF3M	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35266
GSE234289_5_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211983_1_v_3_nicotine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE167324_1_v_0_eif4e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZBTB6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.9017
PLIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0881
EMSY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53081
Zfp961	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.6164
GSE127790_6_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF740	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	140.846
ETV6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.7004
CALCOCO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34903
GSE226408_1_v_0_inpp4b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE60367_2_v_1_cxcr4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	311.354
GSE226091,GSE226092_0_v_1_sall1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TRAM1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13841
GSE109140_2_v_1_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
KLF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	62.691
GSE113817_0_v_1_bach1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE136622_6_v_3_srpk3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE133087_1_v_0_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EIF3F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15344
GSE77108_6_v_7_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
Minor Salivary Gland	GTEx Tissue Gene Expression Profiles 2023	1.0	0.970994
EGR4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	57.685
CSPG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4233
GSE229671,GSE229673_3_v_1_yrdc_human	RummaGEO Gene Perturbation Signatures	1.0	null
FBXO7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48765
GSE214248_0_v_1_cxcl8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE152432_6_v_4_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MRPL32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14384
GSE128054_1_v_0_myt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRDM15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5303
RREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	128.0
NFKB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.1831
GSE190316,GSE190324_1_v_9_rbm4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC5682285-41467_2017_1744_MOESM8_ESM.xlsx-Decreased_in_both_CSDE1_KD_hESC-gene_id_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE114992,GSE114993_7_v_10_irf5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SIDT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.21703
GSE118617,GSE118619_2_v_3_foxp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RANBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57845
GSE138818_2_v_0_nanog_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE214514_1_v_7_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GLA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92988
GSE173873_8_v_11_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ASGR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48257
VPS28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18491
GSE199255,GSE199356_4_v_2_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE226091,GSE226092_3_v_1_sall1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
WDR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24509
GSE199541_2_v_4_mbd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GCSH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36032
GSE154577_6_v_12_plagl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9385264-NIHMS1828071-supplement-8.xlsx-AR-gene_symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
SIRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38973
GSE201239_3_v_2_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BAG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09595
GSE174701_5_v_8_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
SEC23A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34995
BEST4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72096
GSE137914_4_v_3_tet3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210655_3_v_7_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE181461_1_v_4_trim28_human	RummaGEO Gene Perturbation Signatures	1.0	null
TPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10477
GSE217541,GSE217543_3_v_1_tet1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
EARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12683
GSE148252_2_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE235550_2_v_0_hspa9_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE205163,GSE205164_2_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
EGR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.999
UTF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64739
GSE111660_2_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZKSCAN5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.4659
Whole Blood	GTEx Tissue Gene Expression Profiles 2023	1.0	1.87746
PUM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04418
GSE126621,GSE126920_1_v_0_dppa4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE157609,GSE158123_0_v_1_ifi16_human	RummaGEO Gene Perturbation Signatures	-1.0	null
OSBPL10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04077
GSE120413,GSE120447_0_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE241701_4_v_0_daxx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE114258_3_v_2_foxk1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE122215,GSE122217_0_v_4_peg10_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ELK1::SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.0666
GSE149880_0_v_3_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GLIS3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.729
GSE168401_1_v_3_harmine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE130081,GSE130082_0_v_1_neil2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SYNGR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09481
GSE186287_2_v_3_ufm1_human	RummaGEO Gene Perturbation Signatures	1.0	null
SNU13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20498
PMC8202205-NIHMS1706275-supplement-Table_S3.xlsx-Day_4_GATA6-dependent_genes-GATA6-dependent_mRNA_expression_Day_4_Definitive_Endoderm_FDR_0_05_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
UBE2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74295
ITGA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05827
ZNF549	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.7802
GSE122215,GSE122217_0_v_1_peg10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE173873_12_v_13_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE111660_1_v_3_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZIC5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	78.0126
GSE198165,GSE198166_6_v_2_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE125219,GSE125221_4_v_2_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
HTATSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04392
CREB3L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.2497
FGFR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99459
GSE150072,GSE169209_6_v_11_qser1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PPP6R3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00975