association	dataset	threshold value	standardized value
PMC11933697-41467_2025_58216_MOESM8_ESM.xlsx-SD6_ATF3_EV_NS1-SYMBOL_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
Disease of anatomical entity	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
ZNF607	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63114
Hepatobiliary disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
SPATA33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65692
GSE171269_1_v_3_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
TFDP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17772
GSE191015_0_v_3_gsdmb_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE189653,GSE203344_4_v_3_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE89018_1_v_8_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE241036_0_v_3_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ANO9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43476
GSE217405_3_v_2_egfr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE125219,GSE125221_3_v_8_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE213228_1_v_5_irak2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE118766_2_v_3_ifng_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210655_3_v_0_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE115363_2_v_4_esrrb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142684_0_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174383_4_v_5_ly6d_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NPPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30604
GSE164874_5_v_8_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE225869_3_v_0_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE210383_0_v_1_trim71_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198826,GSE198911_1_v_2_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE183994_1_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE118490_1_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Invasive ductal carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.237
GSE126345_4_v_5_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE135686_2_v_3_etomoxir_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE95771_0_v_2_ruxolitinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE216147_0_v_1_rbm20_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE149880_0_v_3_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE218098,GSE218099_1_v_0_tcf19_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC7576810-41419_2020_3099_MOESM9_ESM.xlsx-MS_analysis_EVI1-WT_vs_EVI1-S43-Unnamed_0_MECOM	Rummagene Transcription Factor Associations 2026	1.0	null
GSE164874_5_v_14_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE241036_4_v_2_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE110178_1_v_7_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE210885_2_v_1_klf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE94849_6_v_4_pinometostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE77108_5_v_2_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE131798,GSE131804_1_v_0_igf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE195559_8_v_7_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE188721_3_v_1_mesp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE111385_2_v_3_tgfbr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120370_0_v_6_thrombin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE199543,GSE239447_0_v_4_ezh2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE232631_0_v_3_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE220914_2_v_0_zdhhc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE101239_4_v_6_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE164874_5_v_7_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE60691_2_v_1_glutamine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Liver disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
GSE214823,GSE214824_6_v_7_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RIOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49196
GSE148657_2_v_1_cd44_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8379183-41467_2021_25326_MOESM9_ESM.xlsx-SALL4_unique_peaks-Unnamed_14_SALL4	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12659123-12864_2025_12285_MOESM12_ESM.xlsx-Table_S12-Table_S12_Differentially_expressed_genes_after_SPI1_knockdown_SPI1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE144443_0_v_1_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE195559_6_v_1_notch1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC12756533-mmc1.pdf-37-ZNF101_ZNF101	Rummagene Transcription Factor Associations 2026	1.0	null
GSE211128_9_v_0_angptl4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE69244_1_v_0_j147_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE199606_5_v_7_ricin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12549544-mmc2.xlsx-AA_D1_VS_D7-Name_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE205316,GSE205317_0_v_1_nrip1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_11_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Myotonic dystrophy type 2	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.377
MAGEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64712
GSE122378_0_v_1_carmil3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE81803,GSE81912_3_v_5_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10070455-41598_2023_32568_MOESM3_ESM.xlsx-Genes_AA-genes_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
ZIK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29788
GSE164874_5_v_0_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146253_0_v_5_stat4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE77108_4_v_2_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
ARHGEF16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46838
EMILIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85458
OSR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87173
GSE248045,GSE248046_6_v_5_runx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169205_3_v_7_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE178907_4_v_3_fkrp_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE147613_1_v_0_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE164874_5_v_6_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NOL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.9248
GSE143944_2_v_3_ribociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GPR176	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64395
TARDBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60271
GSE178714_1_v_2_smad2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE122101,GSE122103_3_v_1_ssu72_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE226285_3_v_0_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE146072_0_v_1_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE153443_1_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE164874_5_v_11_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE199660_1_v_0_secretin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE77108_3_v_2_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
YRDC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39596
GSE223893_2_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GNPTG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34646
GSE226285_3_v_0_nr0b1_human	RummaGEO Gene Perturbation Signatures	1.0	null
CNEP1R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6736
PMC12008806-mmc13.xlsx-ST12-Unnamed_36_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
MYCBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46674
GSE151612_4_v_8_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE221077_1_v_0_sirt6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE192663_1_v_5_acly_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RHOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25274
GSE65617_2_v_4_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE48812_9_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE132948,GSE132949_0_v_1_msi2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE120370_4_v_1_thrombin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE214823,GSE214824_5_v_7_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IKBIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96488
GSE211931_0_v_3_ncoa4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MYL12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64777
GSE186810,GSE186813_3_v_5_furin_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE214823,GSE214824_4_v_7_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE77108_8_v_2_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE110268_2_v_3_foxd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE123943_1_v_3_sox1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Genetic disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
PMC4595011-pgen.1005555.s003.xlsx-MITF_DOWN-regulated-Ensembl_gene_id_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE174498,GSE174500_2_v_1_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE48812_4_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE132948,GSE132949_0_v_5_msi2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC11833364-tcr-14-01-340-supplementary.pdf-59-ZSCAN18_ZSCAN18	Rummagene Transcription Factor Associations 2026	1.0	null
SUMO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46197
GSE88819_0_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11747033-Table1.xlsx-Sup_Table_S1-IFNy_LPS_TREATED_HMEC_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF729	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93301
GSE178714_1_v_4_smad2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9253713-mmc3.xls-sufu_KD_HCC1954_DEGs-Supplementary_Table_2_Differentially_expressed_genes_upon_knockdown_of_SUFU_compared_to_control_in_HCC1954_cells_Related_to_Figure_3_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Metabolic dysfunction-associated steatotic liver disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
GSE186810,GSE186813_2_v_0_furin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE108675_3_v_0_slc1a4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE225901_0_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE77795_0_v_3_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE91015_0_v_1_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE125219,GSE125221_4_v_8_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE187006_0_v_1_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE186810,GSE186813_2_v_0_furin_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148695,GSE167284_2_v_1_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE214212_2_v_1_chd6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE92364_0_v_3_asparaginase_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE138001_5_v_4_rorb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE247775_1_v_0_tmprss2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211177,GSE211178_0_v_1_ets1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Inherited metabolic disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
GSE48812_3_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE226114,GSE226116_2_v_0_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE236262_0_v_3_trim28_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SMARCD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14499
RNMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68672
PMC8567280-EMBR-22-e53014-s007.xlsx-Sheet1-Nearest_genes_to_BAZ2A-bound_C2-Enhancers_BAZ2A	Rummagene Transcription Factor Associations 2026	1.0	null
GSE100732,GSE100733_0_v_1_lrpprc_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10149505-41392_2023_1393_MOESM2_ESM.xlsx-CPCMR-Hugo_Symbol_MEIS2	Rummagene Transcription Factor Associations 2026	1.0	null
CFL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35467
PTAR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5048
GSE110178_4_v_7_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE101239_4_v_1_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE48812_2_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE190947_2_v_0_xbp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE180200,GSE180201_5_v_1_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CTCFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7947
GSE184210_0_v_1_glucagon_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE120370_0_v_3_thrombin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE120756_2_v_9_tet2_human	RummaGEO Gene Perturbation Signatures	1.0	null
INTS14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73296
ATG9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60037
GSE120370_4_v_3_thrombin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE77795_2_v_1_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169205_3_v_5_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE124920_1_v_2_prmt1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE248501_1_v_0_mst1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE89018_10_v_8_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KMT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31571
GSE211177,GSE211178_0_v_11_ets1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE123638,GSE123639_0_v_1_bortezomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TTLL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03314
PMC10824666-43018_2023_699_MOESM2_ESM.xls-Suppl_Table_S4-AM-1882_AUC_vs_Gene_Expression_PRISM_Breast_and_Ovarian_Cancer_Cell_lines_n_58_PRDM6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE88819_5_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE88819_6_v_2_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE128730_4_v_2_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE132948,GSE132949_0_v_3_msi2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE101336_1_v_0_decitabine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE256181_1_v_3_etv2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE211177,GSE211178_8_v_3_ets1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE164874_5_v_4_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE217405_3_v_2_osimertinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE240386,GSE242143_1_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE147240_3_v_4_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE120612_4_v_1_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE164874_5_v_10_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE152937_12_v_7_slc16a13_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160083,GSE160084_1_v_3_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
SCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95526
Gastrointestinal system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
GSE195559_8_v_5_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211177,GSE211178_9_v_11_ets1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE138938_1_v_2_foxp2_human	RummaGEO Gene Perturbation Signatures	1.0	null
FBXL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68605
GSE169152_3_v_2_ibrutinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE244072_4_v_1_tfeb_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE205070_2_v_7_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE254649_2_v_0_cstf2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NT5DC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22296
PRDM13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38787
GSE128240_0_v_1_cyclophosphamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12717993-MEC-34-e17796-s002.xlsx-ST12_WGS_RFMix_genes_2_anc-Unnamed_14_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE237040_6_v_5_notch3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NOVA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99918
GSE219103,GSE219104_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
WASF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39964
GSE186810,GSE186813_3_v_5_furin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE226114,GSE226116_1_v_0_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE93309_1_v_4_prmt1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE159937_2_v_0_tfcp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE186707_1_v_0_hdac4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Steatotic liver disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
Portal hypertension	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.335
GSE126345_2_v_5_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12670081-mct-24-0704_supplementary_table_s10_suppst10.xlsx-Supplementary_Table_S10-Supplementary_Table_S10_Differential_expression_of_TFCP2-rearranged_RMS_Vs_Other_RMS_FC_3_padj_0_01_TFCP2	Rummagene Transcription Factor Associations 2026	1.0	null
CXXC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19571
GSE174498,GSE174500_2_v_7_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EDARADD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95107
Lysosomal storage disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
GSE229671,GSE229673_2_v_1_yrdc_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE137818_3_v_7_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE48812_9_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151612_4_v_7_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE217405_0_v_1_osimertinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE183994_3_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE117730,GSE117732_0_v_2_apobec2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE162892_3_v_0_sox9_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE217405_0_v_1_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE118794_0_v_4_zmynd8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE121866_0_v_3_six4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC4407272-elife06857s002.xlsx-Hermes_BRG1-MITF_ComDown-List-Ensembl_gene_id_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE224096_2_v_0_cocaine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE221577_3_v_0_pik3r1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE164874_5_v_12_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE143782_7_v_11_calcitriol_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC11772884-41421_2024_747_MOESM6_ESM.xlsx-7_DEGs_USF2-KO_vs_control-Gene_Symbol_USF2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE256181_2_v_3_etv2_human	RummaGEO Gene Perturbation Signatures	1.0	null
CGN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36184
GSE245270_1_v_4_isoproterenol_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE207514,GSE207515_1_v_3_acetylcysteine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE225869_2_v_0_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
NT5C3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.32989
GSE210885_2_v_4_klf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE233548_2_v_0_plscr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60566
GSE145215_0_v_1_krt13_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10335677-pbio.3002161.s009.xls-MLL_siRNA_DEGs-Ensembl_Symbol_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
GSE129370_2_v_3_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146962_0_v_1_glucosamine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Mastitis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.441
GSE193588_3_v_2_pax3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE143944_1_v_0_ribociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE138001_2_v_3_rorb_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE111247_0_v_1_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE133070_3_v_1_prss1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE225869_3_v_0_cd44_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE160373_6_v_2_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE178714_5_v_2_smad2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_6_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE186810,GSE186813_2_v_1_furin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC8995879-Table_1.xlsx-exome_variants_MAF_0_01-Gencode_34_hugoSymbol_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
GTF3C4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99215
PMC8379183-41467_2021_25326_MOESM9_ESM.xlsx-SALL4_unique_peaks-Unnamed_15_SALL4	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11965001-DOM-27-2626-s001.pdf-44-TCF4_TCF4	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12789432-41467_2025_66251_MOESM4_ESM.csv--SOX2_tumorigenesis_signature_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE151612_4_v_2_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Spinocerebellar ataxia type 36	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.993
GSE221020,GSE221023_2_v_0_pten_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE221577_1_v_0_pik3r1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PLXNA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7706
GSE88819_11_v_4_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44617
GSE110178_5_v_0_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE96641_5_v_0_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Breast ductal carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.209
GSE214823,GSE214824_4_v_1_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE235066_4_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE93309_1_v_0_prmt1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
THBD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50735
GSE213228_2_v_5_irak2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE222574_0_v_2_lmna_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10335677-pbio.3002161.s009.xls-MLL_siRNA_DEGs-Ensembl_ID_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
GSE65617_0_v_4_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE118766_1_v_0_ifng_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE242096,GSE242098_1_v_0_med1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55349
C12orf29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86576
GSE111102,GSE111105_3_v_5_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE196699_2_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213228_4_v_5_irak2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE139975_3_v_1_rnf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE205070_2_v_9_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217363_4_v_1_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SHANK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40561
GSE205070_2_v_5_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE224294_1_v_2_ngly1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRSK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90723
GSE240386,GSE242143_1_v_4_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE122101,GSE122103_3_v_4_ssu72_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RBM46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64875
GSE145915_5_v_4_pcm1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TBX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29233
GSE232631_4_v_1_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Disease of metabolism	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
TRAF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84295
GSE214212_3_v_1_chd6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE221577_4_v_0_pik3r1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE81803,GSE81912_4_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RBM28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13269
GSE152937_12_v_1_slc16a13_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211177,GSE211178_9_v_3_ets1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE239844_4_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE96641_1_v_4_esrp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE163809_1_v_2_sdhaf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE239844_8_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE111247_11_v_1_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE74251_0_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE214823,GSE214824_3_v_1_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE162892_3_v_0_isox_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE121043_0_v_1_aldh1a1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE192362_1_v_0_erastin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE214823,GSE214824_3_v_7_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE189859,GSE189861_1_v_2_idh1_human	RummaGEO Gene Perturbation Signatures	1.0	null
TRAF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41097
GSE173910,GSE173917_1_v_0_morc3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Hepatic vascular disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.261
GSE164874_5_v_9_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE110178_5_v_6_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE211177,GSE211178_4_v_3_ets1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE110178_1_v_0_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Lipid storage disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
H2BW1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51563
GSE145915_3_v_4_pcm1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217694_4_v_0_pold1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC4595011-pgen.1005555.s001.xlsx-BPTF_UP-regulated-Ensembl_gene_id_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
GPAA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39925
GSE110178_2_v_3_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE112860_3_v_4_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE110178_4_v_3_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE118939_1_v_0_nras_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE225869_2_v_0_cd44_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE128563_2_v_6_venetoclax_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE94814_2_v_3_reck_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KANSL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01482
GSE254649_3_v_1_cstf2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE199606_5_v_7_csf2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE126127_5_v_3_prmt1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9630632-Table1.XLSX-diff_exp_genes-Group_1_vs_2_AND_Group_2_vs_3_NOT_Group_1_vs_3_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
CEMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6056
GSE193258,GSE193259_2_v_15_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SEC16A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97598
GSE180951_6_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
INSM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30059
GSE89018_12_v_8_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10709143-41556_2023_1271_MOESM9_ESM.xls-Up_in_PAX7-Target_name_PAX7	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4595011-pgen.1005555.s001.xlsx-MITF_UP-regulated-Ensembl_gene_id_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE160083,GSE160084_2_v_3_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE223609,GSE223610_0_v_1_kdm6a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE142684_4_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE188870,GSE188871_1_v_2_kat7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CCDC88A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12735
GSE94814_1_v_0_reck_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CMPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10269
GSE223893_11_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE186810,GSE186813_2_v_1_furin_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE190534,GSE190536_0_v_3_cyclophosphamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CELF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35214
GSE216147_0_v_3_rbm20_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FEM1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21144
GSE151612_4_v_3_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9376070-41419_2022_5157_MOESM18_ESM.xlsx-Sheet1-Table_S4_Differentially_expressed_genes_of_HNRNPC-KD_and_NC_cells_identified_in_the_RNA-seq_analysis_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE101239_4_v_2_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE138938_1_v_3_foxp2_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9576445-IJG2022-9264555.nxml--Potential_targets_of_hsa-miR-15b-5p_AND_hsa-miR-16-5p_NOT_hsa-miR-184_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE110178_1_v_6_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
RIGI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11081
GSE210388_2_v_0_ror2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE65617_5_v_1_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE151612_4_v_11_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOXR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82707
GSE248045,GSE248046_0_v_5_runx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE197564,GSE198513_2_v_0_mettl3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE232631_5_v_1_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE203072_2_v_3_rpl3l_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE118766_2_v_0_ifng_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE207512,GSE207515_1_v_0_acetylcysteine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE128730_3_v_2_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE200502_0_v_1_testosterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE223893_4_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE205316,GSE205317_0_v_3_nrip1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CANT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66341
GSE122101,GSE122103_0_v_1_ssu72_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE240386,GSE242143_8_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE168097_3_v_2_epinephrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE220914_1_v_0_zdhhc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE130396_8_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE233548_3_v_0_plscr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
TRIM45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33965
NUP58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07763
GSE110248_1_v_6_romidepsin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE154337_0_v_1_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PSMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70029
GSE142684_4_v_7_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE149880_2_v_1_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
LBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36953
GSE223893_2_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE237040_2_v_1_notch3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZBTB12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15133
GSE225901_2_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE88819_7_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120612_7_v_1_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10895040-Table_1.XLSX-Table_S8_-_mapped_genes-Table_S8_Positional_mapped_genes_of_110_IVs_for_pairs_of_microbial_features_and_MM_with_significant_P_value_in_two-sample_MR_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.518
PMC9253713-mmc3.xls-sufu_KD_HCC1954_DEGs-Unnamed_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null