association	dataset	threshold value	standardized value
Adult Meningioma	DisGeNET Gene-Disease Associations	1.0	null
GSE225218_8_v_3_abcb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SKLU1_LUNG	CCLE Cell Line Proteomics	1.0	14.9624
Pneumonitis	DisGeNET Gene-Disease Associations	1.0	null
496100362_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.07945
PMC9288051-13046_2022_2428_MOESM12_ESM.xlsx-Kasumi-1-genes_bound_by_LYL1_at_its_promoter_regions_in_AML_cell_line_Kasumi-1_LYL1	Rummagene Transcription Factor Associations 2026	1.0	null
SOX2-30713093-EPITHELIAL-HUMAN-TONGUE-SCC	ChEA Transcription Factor Targets 2022	1.0	null
CNTN5	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00539773
BRD-K15444511	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.60788
ARFGAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1525
PMC8724844-bt-30-1-98-supple2.xlsx-Hallmark_pathways-NFKB1_NFKB1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE145430_0_v_1_zmat3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K56354139	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.05895
GSE169571_0_v_2_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PPDPF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37751
BRD-K51600962	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1083
BRD-K56086519	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0233
Meningioma, Benign, No Icd-O Subtype	DisGeNET Gene-Disease Associations	1.0	null
BRD-K81881801	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.65663
GSE160373_8_v_7_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE70499_3_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K54115231	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14915
ENTPD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50114
PMC4519778-srep12524-s2.xls-Table_S5-Supplementary_Table_S5_List_of_all_identifed_alternative_transcription_events_betweeb_MDMs_and_IPSDMs_and_in_LPS_response_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K08006576	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.01869
GSE157904_3_v_1_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K98805845	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.34802
GSE104508_2_v_3_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K47658117	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.16402
BRD-K56881825	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.20045
PMC7708794-mmc2.xlsx-DGE_table_Imm-high_vs_Imm-low-TFT_TBXT	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K54023716	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01555
GSE152432_1_v_0_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC3734242__F8	PFOCR Pathway Figure Associations 2023	1.0	null
GSE189653,GSE203344_4_v_3_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CELSR2	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00592377
Radiation-Induced Cancer	DisGeNET Gene-Disease Associations	1.0	null
BRD-K79370456	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.06629
PIGA	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.0054562
BRD-K99277076	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0331
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Mesend_D2_GATA6-dependent-ENSEMBL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
positive regulation of programmed cell death	GO Biological Process Annotations 2023	1.0	null
PMC11195603-jamapsychiatry-e241429-s002.xlsx-eT38_Protein_cis-instrument_MR-Unnamed_2_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K88069191	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.41611
BRD-K06519744	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.64589
GSE186005_1_v_2_klf5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Congestive Heart Failure	DisGeNET Gene-Disease Associations	1.0	null
NCIH2286_LUNG	CCLE Cell Line Proteomics	1.0	3.15104
BRD-K85843964	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07866
BRD-K51956957	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.70103
BRD-K10435664	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.35809
BRD-K59194147	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.27358
Acute Myeloid Leukemia	DisGeNET Gene-Disease Associations	1.0	null
PMC5651844-41467_2017_1173_MOESM5_ESM.xlsx-Down_genes_shY2-1-Supplementary_Data_1_Down_regulated_genes_in_ShY2_KD_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K61560971	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02401
Metastatic Prostate Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K92291448	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.72087
PMC9424213-41467_2022_32537_MOESM6_ESM.xlsx-siHNRNPK_cyto-DEGs_for_hnRNPK_KD_cytoplasmic_RNA_of_HeLa_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K85235446	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.60368
BRD-K46074482	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19413
protein serine/threonine phosphatase complex	GO Cellular Component Annotations 2023	1.0	null
BRD-K59221664	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.29107
BRD-K13567350	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.06667
BRD-K82968105	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.24255
GSE171724_4_v_6_ezh2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K77139764	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16018
BRD-K97839095	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.35213
MGAT4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14968
regulation of apoptotic process	GO Biological Process Annotations 2023	1.0	null
BRD-K18094884	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.34874
BRD-K97339945	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.20951
BRD-K39561340	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07302
PMC5892724-fj.201700693R.st1.xlsx-si-CLOCK_vs_scrambled__ZT44-Unnamed_1_CLOCK	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K98637033	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.10409
GSE137144_5_v_7_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC11711608-12672_2025_Article_1761.nxml-Table_4-MYC_associated_targets_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
Female reproductive organ cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.214
NCIH2052_PLEURA	CCLE Cell Line Proteomics	1.0	4.02413
GSE162276_2_v_3_rosiglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Cervix Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
Eye disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.048
CSNK1G3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33891
ATP binding	GO Molecular Function Annotations 2023	1.0	null
protein phosphatase type 2A complex	GO Cellular Component Annotations 2023	1.0	null
CD276	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.00703661
GSE201042_6_v_4_ptpmt1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K32118188	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11462
BRD-A68123879	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.18068
BRD-A73635700	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.72207
Rectal Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
Artery - Tibial	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.948924
BRD-K45845217	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04774
RUNX2-24655370-MC3T3E1-MOUSE-BONE	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K54036439	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.74766
Skin - Not Sun Exposed (Suprapubic)	GTEx Tissue Gene Expression Profiles 2023	1.0	2.39775
BRD-K10325583	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.33327
Sepsis	DisGeNET Gene-Disease Associations	1.0	null
Retinoblastoma	DisGeNET Gene-Disease Associations	1.0	null
protein phosphatase binding	GO Molecular Function Annotations 2023	1.0	null
CGNL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22772
Childhood Burkitt Lymphoma	DisGeNET Gene-Disease Associations	1.0	null
GSE149075_6_v_0_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9601604-NIHMS1841143-supplement-SuppTable-2.xlsx-FOXO3-specific_targets-FOXO3-specific_targets_1218_FOXO3	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4989457-13073_2016_339_MOESM3_ESM.xls-MITF_Q1_vs_Q4-hugo_id_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K40300525	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06605
Opitz Gbbb Syndrome, X-Linked	DisGeNET Gene-Disease Associations	1.0	null
496100380_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.23578
Arteriosclerosis	DisGeNET Gene-Disease Associations	1.0	null
PMC4046017__F4	PFOCR Pathway Figure Associations 2024	1.0	null
Cells - EBV-transformed lymphocytes	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.973985
Opitz-G Syndrome	DisGeNET Gene-Disease Associations	1.0	null
PMC5543083-41467_2017_268_MOESM5_ESM.xlsx-Interactions_in_E2F1_map-Supplementary_Data_4_Interactions_between_nodes_in_E2F1_map_Cytoscape_version_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
EVI1-22308434-SKOV3-HUMAN-OVARY-OVARIANCANCER	ChEA Transcription Factor Targets 2022	1.0	null
496100409_FWM_no dementia_TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.58511
PITX1-30713093-EPITHELIAL-HUMAN-TONGUE-SCC	ChEA Transcription Factor Targets 2022	1.0	null
CAL33_UPPER_AERODIGESTIVE_TRACT	CCLE Cell Line Proteomics	1.0	3.16487
Acute Pancreatitis	DisGeNET Gene-Disease Associations	1.0	null
Acute Monocytic Leukemia	DisGeNET Gene-Disease Associations	1.0	null
GSE216538_1_v_6_mrs2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NCIH226_LUNG	CCLE Cell Line Proteomics	1.0	2.62034
BRD-K13782363	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.14268
Asthma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K09863466	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.77777
Spinocerebellar Ataxia	DisGeNET Gene-Disease Associations	1.0	null
BRD-K78192025	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.21827
PMC9950457-mmc3.xlsx-GRHL2_binding_sites-RBBP8NL_GRHL2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K55105453	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.96973
BRD-A03764094	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.65795
BRD-K01212001	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11009
PMC7064337-elife-51373-supp2.xlsx-847_genes_down-regulated-List_of_847_genes_down-regulated_after_PHF19_KD_AR	Rummagene Transcription Factor Associations 2026	1.0	null
496100596_FWM_dementia_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.10792
Chromosome 13q14 deletion syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.384
GSE111102,GSE111105_4_v_0_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE114258_3_v_2_foxk1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SMUG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0267
Chemical Carcinogenesis	DisGeNET Gene-Phenotype Associations	1.0	null
Hepatitis C	DisGeNET Gene-Disease Associations	1.0	null
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_E2_1h-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
MED26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1652
BRD-K10343715	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10818
BRD-K57173429	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.81951
GSE184479_1_v_2_aim2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K97452545	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.16326
Carbohydrate metabolic disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.036
Ovarian Clear Cell Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
PMC7310287-12964_2020_604_MOESM3_ESM.xlsx-FBXL6_and_MYCtargets-DANG_MYC_TARGETS_DN_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K68401280	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.33675
496100514_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.53912
RBM10	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00539565
BRD-A26952628	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.00117
PMC3435504-msb201237-s2.xls-Supp_Table_4b-REST_REST	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K95460104	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.25305
BRD-K97562463	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.49798
KIRREL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06235
Oestrogen Deficiency	DisGeNET Gene-Disease Associations	1.0	null
BRD-K07164317	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.02844
Colitis	DisGeNET Gene-Disease Associations	1.0	null
496100455_FWM_dementia_TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.06346
BRD-A59683007	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10559
GSE149075_6_v_11_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Cognitive disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.084
GSE240645_1_v_0_u90926_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Alzheimer's disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.442
Monogenic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.18
Prader-Willi Syndrome	DisGeNET Gene-Disease Associations	1.0	null
BRD-K12431811	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.48421
ESR1-20056654-MCF-7-HUMAN-BREASTCANCER	ChEA Transcription Factor Targets 2022	1.0	null
DOCK2	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00542439
GSE112174_5_v_7_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K84062787	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02161
Bipolar Disorder	DisGeNET Gene-Disease Associations	1.0	null
Adult Burkitt Lymphoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-A90289676	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.61992
Wnt signaling and pluripotency	WikiPathways Pathways 2024	1.0	null
BRD-K23405293	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.37834
GSE89767_7_v_5_cebpa_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K49103797	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.87711
Encephalitis, St. Louis	DisGeNET Gene-Disease Associations	1.0	null
Lupus Vulgaris	DisGeNET Gene-Disease Associations	1.0	null
BRD-A30962679	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.34022
BRD-K81779733	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.67609
Burkitt Lymphoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K09337184	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.087
DYNC1LI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26845
GSE133683_1_v_0_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K37387086	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.01281
496100376_FWM_probable Alzheimer's disease_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.50554
BRD-K62236460	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.0749
GSE158815_5_v_0_trib1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE60837_6_v_4_bcl9_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Nonalcoholic Steatohepatitis	DisGeNET Gene-Disease Associations	1.0	null
BRD-K29784863	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.20405
WDR46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30526
GSE201217_3_v_6_usf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
protein tyrosine phosphatase activator activity	GO Molecular Function Annotations 2023	1.0	null
Gastrointestinal system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.154
GSE119564_1_v_3_zfp217_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Giardiasis	DisGeNET Gene-Disease Associations	1.0	null
BRD-K12473406	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.36749
GSE70499_5_v_7_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K45042519	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.34123
BRD-K75534737	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.14811
GSE144115_1_v_3_stag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE179880_1_v_5_e2f4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K26026745	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.00406
PMC7450072-41598_2020_71096_MOESM1_ESM.xlsx-Table1_SS_vs_AA_RBC_lys-Gene_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-A47428621	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.43099
PMC12663032-mmc7.xlsx-Supp_T6-Supplemental_Table_6_Dual_treated_vs_vehicle_treated_MSC_top_DEGs_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K02530287	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09144
BRD-K30643363	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09328
BRD-K91189798	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.28644
GSE211989_3_v_2_nlrc3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-A17043706	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.69822
BRD-K64827406	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14186
Hyperhomocysteinemia	DisGeNET Gene-Disease Associations	1.0	null
GSE211286_1_v_3_tcf12_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ESR1-26153859-MCF-7-HUMAN-BREASTCANCER	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K21544408	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.10668
Pancreas	GTEx Tissue Gene Expression Profiles 2023	-1.0	-1.26083
BRD-K84048601	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.27038
GSE228181_2_v_5_idh1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
YY1-26981420-C2C12-MOUSE-MUSCLE	ChEA Transcription Factor Targets 2022	1.0	null
GSE133213_11_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NKRF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93395
Lung disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.162
BRD-K32511780	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.76993
BRD-K07414059	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.54373
GSE255432_4_v_3_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K27914478	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.72821
496100317_FWM_no dementia_no TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.50442
Breast Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
GTEx Skin 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	-1.0	-11.0834
PMC5660709__F5	PFOCR Pathway Figure Associations 2024	1.0	null
496100543_FWM_probable Alzheimer's disease_TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.95231
Secondary Malignant Neoplasm Of Lymph Node	DisGeNET Gene-Disease Associations	1.0	null
BRD-K90879242	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1417
BRD-K09655230	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.94905
496100277_FWM_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.32218
BRD-K96615474	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12899
Hematopoietic system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.024
Nervous system disease	DISEASES Curated Gene-Disease Association Evidence Scores 2025	1.0	4.0
PMC7316257-pone.0233899.s010.xlsx-Base_mean-AR-coregulator_AR	Rummagene Transcription Factor Associations 2026	1.0	null
intracellular membrane-bounded organelle	GO Cellular Component Annotations 2023	1.0	null
Lung cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.153
TIMM23B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74973
BRD-K26321439	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.40998
PMC11221067-JCMM-28-e18520-s002.xlsx-Supplementary_Table_2-NFKB1_NFKB1	Rummagene Transcription Factor Associations 2026	1.0	null
Triple Negative Breast Neoplasms	DisGeNET Gene-Disease Associations	1.0	null
BRD-A22502911	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.10179
Hyperandrogenism	DisGeNET Gene-Disease Associations	1.0	null
negative regulation of dephosphorylation	GO Biological Process Annotations 2023	1.0	null
BRD-K59149254	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.28165
Hypersomnia	DisGeNET Gene-Disease Associations	1.0	null
BRD-K55135464	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.88922
BRD-K85951787	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.21705
GSE239541_5_v_7_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K45936761	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.43095
Central nervous system disease	DISEASES Curated Gene-Disease Association Evidence Scores 2025	1.0	4.0
PMC7895828-41419_2021_3488_MOESM3_ESM.xlsx-Sheet1-Supplementary_Table_3_List_of_deregulated_genes_in_c-MYC_altered_human_HCC_from_TCGA_LIHC_dataset_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K73692505	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18819
BRD-K73577714	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.579
GSE199255,GSE199356_3_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE68155_1_v_0_gpr3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXA1-27270436-VCAP-HUMAN-PROSTATE-CARCINOMA	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K39692099	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.506
BRD-K11987248	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.23082
BRD-K32930844	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12156
VIRMA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2249
BRD-K87386611	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10246
BRD-K65773140	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.69826
Well Differentiated Pancreatic Endocrine Tumor	DisGeNET Gene-Disease Associations	1.0	null
BRD-K47349225	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.13323
BRD-K82216975	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.81229
GSE180200,GSE180201_2_v_6_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6987220-41467_2020_14312_MOESM5_ESM.xlsx-P53_Spheres-3_names_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
ARID5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02122
GSE149075_6_v_9_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K40241022	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.25174
GSE180200,GSE180201_12_v_9_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K75989234	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.52156
GSE151782_2_v_0_aim2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
STX17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30195
GSE254517_3_v_0_irf7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LB-100	DGIdb Drug Targets 2026	1.0	17.644
Immune system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.105
COX7A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29367
Carcinogenesis	DisGeNET Gene-Phenotype Associations	1.0	null
Thrombocytopenia	DisGeNET Gene-Disease Associations	1.0	null
BRD-K35617935	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06686
Organ system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.531
EXOSC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58264
BRD-K56520977	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11439
PMC12178937-mmc6.xlsx-L_MT1_KDvsD_MT1_KD_deg_all-gene_id_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K99302735	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.79963
PMC12822963-pone.0339296.s005.xlsx-Sheet1-HIF1A_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K42575648	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.70852
GSE196540,GSE196542_2_v_5_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K89638177	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.74332
BRD-K69872823	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.45419
BRD-K65054381	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.36771
496100641_PCx_no dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.2825
BRD-A25883214	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.948
BRD-K72194126	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22018
BRD-A66566298	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.38108
GSE160246_9_v_5_cpeb4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Netrin UNC5B signaling	WikiPathways Pathways 2024	1.0	null
GSE144838_1_v_5_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K72050226	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.06697
PMC3734242__F8	PFOCR Pathway Figure Associations 2024	1.0	null
UFSP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14843
BRD-K29684372	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.39999
BRD-K02637547	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3675
GSE111385_0_v_3_tgfbr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199255,GSE199356_3_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE110178_2_v_6_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE119694_1_v_0_lifr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K37271110	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.29989
BRD-A67254212	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.7808
Disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.715
PMC7203476-Table_2.XLSX-MI_treat_vs_control-Unnamed_0_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
PLEKHB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03375
BRD-K93210276	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.7166
GSE241875_1_v_0_huwe1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
positive regulation of phosphatase activity	GO Biological Process Annotations 2023	1.0	null
BRD-K66700691	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.91231
Polycythemia Vera	DisGeNET Gene-Disease Associations	1.0	null
BRD-K57778236	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55145
ZNF526	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33873
BRD-K37848780	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.211
GSE158456_1_v_3_furin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
negative regulation of phosphatase activity	GO Biological Process Annotations 2023	1.0	null
BRD-K07460436	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.35816
GSE160373_6_v_4_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K39449072	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13886
BRD-K75263760	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.576
BRD-K56776985	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.22114
Fallopian Tube	GTEx Tissue Gene Expression Profiles 2023	1.0	2.47192
BRD-K58077750	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.65617
BRD-K25226763	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.6192
BRD-K64001802	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.07221
Disease Exacerbation	DisGeNET Gene-Phenotype Associations	1.0	null
PMC5660709__F5	PFOCR Pathway Figure Associations 2023	1.0	null
BRD-K09468701	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.23434
GSE152432_1_v_4_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE189834,GSE189836_1_v_0_brd4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC4989457-13073_2016_339_MOESM3_ESM.xls-MITF-_SURVIVAL-hugo_id_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE165682_0_v_1_ptbp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K97733472	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.61485
SLC39A13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37515
BRD-K10748141	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10667
GSE218580_1_v_5_fentanyl_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K34277236	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.37693
BRD-K37431309	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.22214
BRD-K04531886	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.25844
BRD-K60834597	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11935
positive regulation of protein modification process	GO Biological Process Annotations 2023	1.0	null
Aortic Valve Insufficiency	DisGeNET Gene-Disease Associations	1.0	null
PMC11925450-elife-96850-supp2.xlsx-DNMT1_KO_vs_DNMT1_L1TD1_dKO_res-Unnamed_0_DNMT1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K90934902	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.22708
BRD-K38519440	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.35418
GSE203308_14_v_0_brf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Chordoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K58762810	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.85597
cation channel complex	GO Cellular Component Annotations 2023	1.0	null
BRD-K90205159	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.4411
GSE199921_1_v_0_romidepsin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CTCF-33576154-HUMAN-HILARLN-PROSTATECANCER	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K98169006	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.43844
BRD-K77922263	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.71544
BRD-K91998226	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.39843
BRD-K37865727	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02713
PMC5998130-41467_2018_4619_MOESM7_ESM.xlsx-specificity_NCOA3-Gene_Name_NCOA3	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8020666-pnas.2015855118.sd05.xlsx-LPS_24_AAM-Hg_gene_id_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
Carcinosarcoma	DisGeNET Gene-Disease Associations	1.0	null
Cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.549
palmatine-chloride	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.36203
BRD-A79097167	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.74816
BRD-K44003352	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12846
PMC12178937-mmc6.xlsx-L_AKAP12_KDvsD_AKAP12_KD_deg_al-gene_id_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Impaired Cognition	DisGeNET Gene-Disease Associations	1.0	null
PMC9199004__F5	PFOCR Pathway Figure Associations 2024	1.0	null
GSE191105_2_v_4_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE117042_1_v_3_tunicamycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12234789-41467_2025_61560_MOESM3_ESM.xlsx-Supplementary_data_1-Only_YY1_IP-MS_YY1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE226091,GSE226092_0_v_1_sall1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE255432_6_v_0_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K48129913	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01752
STAT1-19122651-HELAS3-HUMAN-CERVICALCANCER	ChEA Transcription Factor Targets 2022	1.0	null
GSE130383_2_v_0_gps2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100352_FWM_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.54148
KIAA0930	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13535
BRD-K43820045	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.53384
Obstructive Nephropathy	DisGeNET Gene-Disease Associations	1.0	null
PMC8709578-elife-69843-supp4.xlsx-HSF1_ChIP-seq_peaks-Gene_Name_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
Tumor Progression	DisGeNET Gene-Phenotype Associations	1.0	null
BRD-K64698045	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.1533
BRD-K38766433	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.43727
BRD-K92468187	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.26134
496100436_FWM_no dementia_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.65571
GSE228181_4_v_1_idh1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100577_FWM_probable Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.06165
GSE196407_1_v_0_fluorouracil_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PCDH17	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00667315
COPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26136
Non-Alcoholic Fatty Liver Disease	DisGeNET Gene-Disease Associations	1.0	null
EHMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04006
Memory Impairment	DisGeNET Gene-Phenotype Associations	1.0	null
Lip And Oral Cavity Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
Islet Cell Tumor	DisGeNET Gene-Disease Associations	1.0	null
GSE214596,GSE214598_1_v_2_rosiglitazone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6464042__F6	PFOCR Pathway Figure Associations 2023	1.0	null
purine ribonucleoside triphosphate binding	GO Molecular Function Annotations 2023	1.0	null
YY1-33199912-293T-HUMAN-KIDNEYEMBRYO	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K42455540	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.27116
GSE110708_2_v_3_adar_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K72770355	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.16151
Disease of mental health	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.145
PMC11237033-41419_2024_6873_MOESM3_ESM.xls-Supplementary_Appendix_2-NFKB1_NFKB1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7455079-jciinsight-5-140380-s227.xlsx-Supp_Table_9-Supplemental_Table_9_Limma_DE_Analysis_of_HC_AA_to_EA_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9582139-Table_1.xlsx-ERBB2-KD_fusion_patients-gene2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CYSRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08672
BRD-K98537764	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.63631
GBGT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5873
BRD-K92803674	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06694
GSE160373_5_v_4_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Pneumonia	DisGeNET Gene-Disease Associations	1.0	null
FOXA1-26457646-LHSAR-HUMAN-PROSTATECANCER	ChEA Transcription Factor Targets 2022	1.0	null
SSR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32375
BRD-K06480376	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.53291
Tumor Cell Invasion	DisGeNET Gene-Phenotype Associations	1.0	null
BRD-K14567490	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.44227
GSE148066,GSE157787_2_v_6_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100631_PCx_dementia_TBI_77_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.30342
GSE171292_5_v_2_ehhadh_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE195743_1_v_4_lhx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K29469525	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.64328
PMC11195603-jamapsychiatry-e241429-s002.xlsx-eT38_Protein_cis-instrument_MR-eTable_38_Cis-instrument_Mendelian_randomizaion_screen_of_1_901_cortical_proteins_on_lifetime_smoking_behavior_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
Multiple Sclerosis	DisGeNET Gene-Disease Associations	1.0	null
GALNT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0522
BRD-A19829191	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.33224
Idiopathic Pulmonary Arterial Hypertension	DisGeNET Gene-Disease Associations	1.0	null
BRD-K45612428	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.97602
BRD-K10433727	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.26378
positive regulation of apoptotic process	GO Biological Process Annotations 2023	1.0	null
BRD-K85697068	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19151
BRD-K21125528	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.23802
BRD-K64451677	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.25297
t30-blood-rna_male_8w	MoTrPAC Rat Endurance Exercise Training	1.0	4.67642
Nuclear receptors meta pathway	WikiPathways Pathways 2024	1.0	null
Smoking	DisGeNET Gene-Phenotype Associations	1.0	null
F11R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23143
PMC12178937-mmc6.xlsx-L_MT1_KDvsD_MT1_KD_deg_all-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K96491664	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1293
GSE143643,GSE143644_4_v_5_hdac3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K24711162	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.01361
HSC3_UPPER_AERODIGESTIVE_TRACT	CCLE Cell Line Proteomics	1.0	2.71212
BRD-K04883778	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09353
BRD-A08820802	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.49476
LIVF001-011	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.4144
Pancreatic Ductal Adenocarcinoma	DisGeNET Gene-Disease Associations	1.0	null
HCC1806_BREAST	CCLE Cell Line Proteomics	1.0	4.61714
GSE196699_7_v_5_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TENT4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.363
PMC5358377-pnas.1615015114.sd02.xlsx-Sheet1-genes_with_VDR_peaks_with_and_without_D3_VDR	Rummagene Transcription Factor Associations 2026	1.0	null
Heart Failure	DisGeNET Gene-Disease Associations	1.0	null
GSE131887_1_v_4_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GRK5	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.00605194
GSE232564,GSE232566_0_v_2_nsd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DYRK1A	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00424722
URB2	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00568188
SLC30A9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32367
RRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15705
BRD-A12830281	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14596
BRD-K70237115	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.85645
GSE166294_0_v_1_etv5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K97224540	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.44674
GSE255432_7_v_3_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE160373_1_v_7_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_E2_30min-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
Secondary Acute Myeloid Leukemia	DisGeNET Gene-Disease Associations	1.0	null
GSE58724_3_v_4_oxymetholone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K28596345	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.04447
BRD-K41999717	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.0619
PMC11615365-41467_2024_54246_MOESM5_ESM.xlsx-RT112-Numb-KD_vs_Ctr-KD-ensemblGeneId_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12254391-41598_2025_8960_MOESM5_ESM.xlsx-Suppl_Table_6_DEG-Supplemental_Table_6_Differentially_Expressed_Genes_DEG_between_siRNA_DLX4_and_siRNA_control_n_3_RA_FLS_cell_lines_per_treatment_group_DLX4	Rummagene Transcription Factor Associations 2026	1.0	null
PARP16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14989
Adult Soft Tissue Sarcoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K08212599	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.03456
496100346_FWM_no dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.0273
PMC7857731-elife-63093-supp1.xlsx-DEG_MITF-X6vsEV-SkMEL28-Unnamed_2_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K56426074	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00302
Lupus Erythematosus	DisGeNET Gene-Disease Associations	1.0	null
CTCF-33576154-HUMAN-PERIGASTRICLN-PROSTATECANCER	ChEA Transcription Factor Targets 2022	1.0	null
JUN-26020271-HCASMC-HUMAN-CORONARYARTERY	ChEA Transcription Factor Targets 2022	1.0	null
Prostate Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
Chronic Lymphocytic Leukemia	DisGeNET Gene-Disease Associations	1.0	null
PMC12774775-mmc2.xlsx-PAR_RARG_merge_q5_Narrow_subKO-Gene_Symbol_RARG	Rummagene Transcription Factor Associations 2026	1.0	null
JUND-26020271-HCASMC-HUMAN-CORONARYARTERY	ChEA Transcription Factor Targets 2022	1.0	null
GSE165647_2_v_1_cry2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9314343-41467_2022_31892_MOESM8_ESM.xlsx-FigS7d-CTCF_in_promoter_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K74537058	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04239
BRD-K47886441	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.07513
Diffuse Large B-Cell Lymphoma	DisGeNET Gene-Disease Associations	1.0	null
Diabetes	DisGeNET Gene-Disease Associations	1.0	null
PMC10181932-41588_2023_1366_MOESM4_ESM.xlsx-Supplementary_Table_2-Supplementary_Table_2_Additional_information_for_all_SOX9-dependent_genes_SOX9	Rummagene Transcription Factor Associations 2026	1.0	null
Inherited metabolic disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.077
PEX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06879
Malignant Peripheral Nerve Sheath Tumor	DisGeNET Gene-Disease Associations	1.0	null
BRD-K93488589	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.1102
EFM19_BREAST	CCLE Cell Line Proteomics	1.0	6.40227
BRD-K59922784	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.26368
BRD-K15939043	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.39088
GTEx Vagina 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	-1.0	-3.21098
GSE124410_3_v_0_stk40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K30312557	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.38823
BRD-K44814060	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09799
GSE164757,GSE164759_1_v_2_trametinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE192689_0_v_1_ricin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K18136154	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55705
GSE152432_5_v_4_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Neoplasm Metastasis	DisGeNET Gene-Phenotype Associations	1.0	null
Autosomal dominant disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.074
SLC35B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20824
BRD-K99078335	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.84945
BRD-K71590663	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.13847
BRD-K45717258	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.29568
PMC8851354-Table_6.xlsx-STAT3-bound_genes_GM12878-Supplementary_Table_6_STAT3-bound_unique_genes_in_GM12878_cells_STAT3	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-4cell_CTCF-Unnamed_3_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
Disease of cellular proliferation	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.561
BRD-K12043227	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22658
BRD-K61432982	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.51717
BRD-K81139344	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02164
PMC9174882-EMMM-14-e15816-s004.xlsx-MYC_GeneSigs-DANG_MYC_TARGETS_DN_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K76706127	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08819
BRD-K60777422	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.19167
Constitutive androstane receptor pathway	WikiPathways Pathways 2024	1.0	null
BRD-K91645615	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02401
PMC12695649-41588_2025_2389_MOESM2_ESM.xlsx-GATA6_RIME-_AsPC-1-Gene_Symbol_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
Acute Lymphocytic Leukemia	DisGeNET Gene-Disease Associations	1.0	null
GSE178255_5_v_0_tlr4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RPRML	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08175
BRD-K70148257	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.6265
BRD-K15654812	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.13286
BRD-K87920761	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15337
Respiratory system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.22
Parkinson Disease	DisGeNET Gene-Disease Associations	1.0	null
Adenocarcinoma	DisGeNET Gene-Disease Associations	1.0	null
GSE166315_1_v_4_docetaxel_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC4956571__F4	PFOCR Pathway Figure Associations 2024	1.0	null
HK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12479
BRD-K45762887	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.31296
Colorectal Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
TEX19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16416
BRD-K69520171	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09579
Cholangiocarcinoma	DisGeNET Gene-Disease Associations	1.0	null
CALU6_LUNG	CCLE Cell Line Proteomics	1.0	2.72176
BRD-K74198088	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.72565
BRD-K98224452	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07818
PMC12486367-Supplementary_Data2.pdf-200-NFXL1_NFXL1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K03923461	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.92823
PMC5651844-41467_2017_1173_MOESM4_ESM.xlsx-sheet_1-Supplementary_Data_1_Down_regulated_genes_in_YEATS2_KD_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE110708_0_v_3_adar_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Multiple Endocrine Neoplasia	DisGeNET Gene-Disease Associations	1.0	null
BRD-K39185798	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30897
PMC12041165-401_2025_2886_MOESM1_ESM.xlsx-Meta_CAA_vs_AD-Genes_TSHZ1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K73669270	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.44523
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-4cell_CTCF-Unnamed_1_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K89805341	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.47733
BRD-K06772291	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1939
GSE239541_11_v_7_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE242647_2_v_3_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE63048_11_v_5_morc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9170821-JCMM-26-3183-s001.xlsx-Endo_DAPI_ERG_VaD_vs_NC-Gene_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
Trichodysplasia Spinulosa	DisGeNET Gene-Disease Associations	1.0	null
BRD-K30025024	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08002
BRD-K58277621	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.66484
Tauopathy	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.446
Carcinosarcoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.018
ATRAID	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28415
Stomach	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.964164
PMC10544320-12885_2023_11428_MOESM7_ESM.xlsx-Detected_in_THP1-Mono_A549_only-Gene_Symbol_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
protein phosphatase 2A binding	GO Molecular Function Annotations 2023	1.0	null
Metastasis From Malignant Tumor Of Prostate	DisGeNET Gene-Disease Associations	1.0	null
GSE165647_5_v_1_cry2_mouse	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
GSE203308_6_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K45908502	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.2288
Childhood Leukemia	DisGeNET Gene-Disease Associations	1.0	null
PMC8190596-mmc2.xlsx-RUNX1_mut-RUNX1_mut_RUNX1	Rummagene Transcription Factor Associations 2026	1.0	null
Non-Metastatic Childhood Soft Tissue Sarcoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K84077642	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.49669
BRD-K41939184	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.37981
Adenoid Cystic Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
Septicemia	DisGeNET Gene-Disease Associations	1.0	null
BRD-K68663367	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.5046
BRD-K73088636	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.52849
BRD-K99074976	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.40048
TC71_BONE	CCLE Cell Line Proteomics	1.0	2.54025
BRD-K22670776	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.40111
C10orf82	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41107
Meningioma	DisGeNET Gene-Disease Associations	1.0	null
TFAP2A-35110662-HEPM-HUMAN-EMBRYO	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K58743752	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02942
PMC4147934-1755-8794-7-50-S3.xlsx-gene-set_table-MYC-_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
Human Immunodeficiency Virus	DisGeNET Gene-Disease Associations	1.0	null
BRD-K43287163	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30619
Hypoglycemia	DisGeNET Gene-Disease Associations	1.0	null
HUPT4_PANCREAS	CCLE Cell Line Proteomics	1.0	3.49531
Red Cell Distribution Width Determination	DisGeNET Gene-Phenotype Associations	1.0	null
C1QC	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.00428312
FNTB	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.00616071
Glucose metabolism disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.032
PMC9745174-Table_3.xlsx-GSE8157-turquoise-ZBTB38_ZBTB38	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K15907840	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.08801
BRD-K81782447	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.89051
GSE130383_1_v_3_gps2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE214823,GSE214824_5_v_7_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Cytogenetically Normal Acute Myeloid Leukemia	DisGeNET Gene-Disease Associations	1.0	null
ACVRL1	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.004732
BRD-A68865339	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.2658
BRD-K43484052	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.64466
maturity-onset diabetes of the young type 4	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.031
Chronic Obstructive Airway Disease	DisGeNET Gene-Disease Associations	1.0	null
BRD-K69347147	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.24977
PMC7857731-elife-63093-supp1.xlsx-DEG_MITF-X6vsEV-SkMEL28-Unnamed_1_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
HEC265_ENDOMETRIUM	CCLE Cell Line Proteomics	1.0	2.03293
BRD-K96788889	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.31218
PMC10319804-41467_2023_38747_MOESM9_ESM.xlsx-KHSRP_KD_genes_down-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GGNBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23109
GSE160373_5_v_7_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K25284184	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.48295
GSE190534,GSE190536_0_v_3_cyclophosphamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K56916066	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.04071
GSE160373_6_v_3_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE179002_4_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K61651560	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.62356
GSE184479_3_v_2_aim2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Cell type cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.288
BRD-K29549246	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.38242
GSE131887_5_v_3_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PRKCI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70618
BRD-K10911459	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19456
PMC10550934-41467_2023_41927_MOESM4_ESM.xlsx-degenes_beatAML_CEBPA-WT-gene_symbol_CEBPA	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12478272-mmc1.xlsx-Table_S7-Supplementary_Table_7_Proteome-wide_MR_and_sensitivity_analysis_results_using_the_brain_pQTL_dataset_from_Wingo_et_al_1_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K40102258	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.44648
PPP2R2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.20969
PMC4147934-1755-8794-7-50-S3.xlsx-gene-set_table-MYC_New_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K21713052	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07561
SNX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0044
PMC3435504-msb201237-s2.xls-Supp_Table_4b-SP1_SP1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K67408816	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.27133
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Mesend_D2_GATA6-dependent-SYMBOL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
GUCD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17702
PMC7541823__F5	PFOCR Pathway Figure Associations 2024	1.0	null
BRD-K23670243	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.74883
BRD-K59865704	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.77056
GSE149075_8_v_5_foxa2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Subarachnoid Hemorrhage	DisGeNET Gene-Disease Associations	1.0	null
BRD-K70468140	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.46027
BRD-A53463743	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.72737
GSE87404,GSE87812_1_v_3_hoxa9_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Colon Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
Hepatoblastoma	DisGeNET Gene-Disease Associations	1.0	null
Marijuana Abuse	DisGeNET Gene-Disease Associations	1.0	null
BRD-K86008496	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.97738
GSE144115_2_v_3_stag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K55895855	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.21488
GSE166317_2_v_0_j147_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K45620289	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.61921
GSE165122_2_v_3_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10773028-40364_2023_552_MOESM1_ESM.xlsx-Variants_sheet-TFT_TBXT	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K82927098	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.36915
BRD-K26694226	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.35811
PMC9580020-tx2c00131_si_003.xlsx-Fig_5A_data-HSF1_KOVAC_same_dataset_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
Medulloblastoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K22229373	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.00235
BRD-K61209548	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.67176
BRD-K77638937	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.18963
BRD-K07011015	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.05887
BRD-K56357490	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.1168
GSE84148,GSE96938_0_v_2_nrros_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE111102,GSE111105_8_v_0_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K40935524	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.6019
PMC11069556-41467_2024_48144_MOESM2_ESM.pdf-12-PPARG_PPARG	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K58971526	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.59285
COLO678_LARGE_INTESTINE	CCLE Cell Line Proteomics	1.0	3.14999
BRD-K52868251	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.40106
BRD-K31889353	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02631
Autosomal genetic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.107
PMC3219655-1752-0509-5-183-S1.TXT--NFKB2_NFKB2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12848082-41598_2025_33574_MOESM3_ESM.xlsx-MR-PRESSO_eQTL-Unnamed_1_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE70499_5_v_6_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Androgen Independent Prostate Cancer	DisGeNET Gene-Disease Associations	1.0	null
BRD-K56525823	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.4677
GSE120595_0_v_4_arid2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE224969,GSE224971_0_v_7_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BOLA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02129
Tumor Promotion	DisGeNET Gene-Phenotype Associations	1.0	null
Impaired Glucose Tolerance	DisGeNET Gene-Phenotype Associations	1.0	null
Brain disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.062
GSE112760,GSE112767_2_v_5_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K50593511	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.03507
BRD-K57586808	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.87194
BRD-K01705159	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02707
BRD-K59402582	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.12373
ARID5B	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00394368
BRD-K53770426	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.98223
Cardiac Arrhythmia	DisGeNET Gene-Phenotype Associations	1.0	null
Malignant Neoplasm	DisGeNET Gene-Disease Associations	1.0	null
PMC11665559-jciinsight-9-183889-s131.xlsx-Fig2DiffBind_MYB_TR-PLEvsNTC-WT-Gene_Name_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11426526-ppat.1012555.s014.xlsx-DEG_DC_C91-PL_LPS_vs_DC_Jurkat-DEG_MDDC_C91-PL_LPS_vs_MDDC_Jurkat_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K90686617	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.068
GSE127970_1_v_0_ebf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CDC6	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00444846
BRD-K82107155	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.64509
Uterine disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.117
BRD-K95709431	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.23209
BRD-K04468899	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11931
BRD-K89933563	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.38568
PMC12697342-jem_20250471_tables3.xlsx-ileal_M-ILF_1_TRC-Gene_FOXK2	Rummagene Transcription Factor Associations 2026	1.0	null
H2BC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17102
BRD-K97569931	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14954
BRD-K52152765	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.17317
Hemorrhage	DisGeNET Gene-Disease Associations	1.0	null
BRD-K80073743	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.51991
BRD-K90264208	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.05816
BRD-K86192746	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.25243
BRD-K42185771	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.34801
GSE144231_6_v_5_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K84233365	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.4747
FOXD4L6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13262
BIN2	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.00733353
BRD-K07557785	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.5394
REXO2	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00495606
Endometrial Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
CD52	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00546824
BRD-K00973124	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15952
GSE125157_1_v_0_piceatannol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K46269666	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27771
BRD-K71836501	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.32337
GSE210655_1_v_6_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE245134_0_v_1_atg5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10684125-cm9-136-2712-s001.xlsx-Sheet1-NFKB1_NFKB1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K50075939	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00905
Neoplasm, Residual	DisGeNET Gene-Phenotype Associations	1.0	null
GSE151782_6_v_5_aim2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K65441343	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.13207
BRD-K55237592	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.05732
CHST3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69906
BRD-K12826618	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.32014
GSE247862,GSE247863_2_v_5_eomes_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
furegrelate	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.31179
GSE203308_9_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K30895360	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.22603
BRD-K93567937	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.38992
BRD-K64992851	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.59646
positive regulation of phosphoprotein phosphatase activity	GO Biological Process Annotations 2023	1.0	null
BRD-K96250732	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.36856
Angelman syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.265
PMC10891378-tau-13-01-91-supplementary.pdf-22-TP63_TP63	Rummagene Transcription Factor Associations 2026	1.0	null
496100474_FWM_possible Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.03903
BRD-K62102480	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.47771
E2F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15886
Carcinoma Of Lung	DisGeNET Gene-Disease Associations	1.0	null
BRD-K14436020	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.49074
BRD-K05015930	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.17104
Reproductive organ cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.241
Parkinson's disease	DISEASES Curated Gene-Disease Association Evidence Scores 2025	1.0	4.0
Frontal Bossing	DisGeNET Gene-Disease Associations	1.0	null
PMC9437808-mmc3.xlsx-IPA_Upstream_regulators-IPA_Upstream_regulator_analysis_Up_regulated_genes_following_LPS_treatment_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K59002219	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01047
Parkinson's disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.121
PKM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66816
negative regulation of protein dephosphorylation	GO Biological Process Annotations 2023	1.0	null
PMC5668942-supp_gr.216721.116_Supplemental_Data_S2.xlsx-Artery_Tibial_IR-TE-SRCAP_SRCAP	Rummagene Transcription Factor Associations 2026	1.0	null
C7orf25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26765
BRD-K66526269	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.55953
GSE149075_3_v_5_foxa2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Triple-Negative Breast Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
Malignant Transformation	DisGeNET Gene-Phenotype Associations	1.0	null
Glioblastoma	DisGeNET Gene-Disease Associations	1.0	null
JP-4-043	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.23233
SPTSSB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23392
BRD-K01281780	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.24088
GSE136894_1_v_0_psen1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Myeloid Leukemia	DisGeNET Gene-Disease Associations	1.0	null
BRD-K98953346	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.2636
GSE139120_1_v_0_urod_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE140092_0_v_1_socs3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8020666-pnas.2015855118.sd05.xlsx-LPS_4_AAM-Hg_gene_id_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE246053_4_v_3_hnf4a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10913870-pr3c00632_si_001.pdf-98-SKI_SKI	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-A41199690	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.44939
GSE112762,GSE112767_1_v_0_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE154940_1_v_0_nbdy_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ELL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40135
SCC25_UPPER_AERODIGESTIVE_TRACT	CCLE Cell Line Proteomics	1.0	2.03293
BRD-K79159743	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.66765
BRD-K05223209	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06517
PMC4219345-1471-2121-14-52-S3.xlsx-BORIS_hNP1-Gene_Symbol_CTCFL	Rummagene Transcription Factor Associations 2026	1.0	null
HCC70_BREAST	CCLE Cell Line Proteomics	1.0	2.55477
GSE180200,GSE180201_2_v_9_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE124410_6_v_0_stk40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE144231_3_v_1_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K28429328	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.06642
Disease by infectious agent	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.013
BRD-K55662526	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.42655
BRD-K63145472	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.13575
BRD-K75177817	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.14354
BRD-K19418944	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.41335
PMC8175556-42003_2021_2140_MOESM6_ESM.txt--NFKB1_NFKB1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE137818_2_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Central Neuroblastoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K20199304	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.07877
PMC10350077-media-7.xlsx-Microglia_P_LPS_All_Up_GO-Gene_Symbol_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE71385_1_v_0_cdk8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KBTBD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0156
BRD-K12492021	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.00331
GSE71385_1_v_2_cdk8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
microtubule cytoskeleton organization involved in mitosis	GO Biological Process Annotations 2023	1.0	null
CTCF-33576154-HUMAN-LIVER-PROSTATECANCER	ChEA Transcription Factor Targets 2022	1.0	null
PMC12909836-44318_2025_675_MOESM6_ESM.xlsx-DA_E605_PerS1_M1_10_MQ-noMBR_MR-Unnamed_3_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-A99644411	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.16099
GSE126345_7_v_10_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC4496795-srep12063-s2.xls-STAT1_subnetwork-Gene_symbol_STAT1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K07870648	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01611
Pseudohyperkalemia Cardiff	DisGeNET Gene-Disease Associations	1.0	null
Hyperglycemia	DisGeNET Gene-Disease Associations	1.0	null
SLC25A45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72192
GSE218960_0_v_1_nrf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE125153_2_v_0_bcl3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K93884191	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07314
Adult Glioblastoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K76588081	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.35752
BRD-K12469242	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.28997
Solid Neoplasm	DisGeNET Gene-Phenotype Associations	1.0	null
BRD-K35171408	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.75225
BRD-K51275565	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3249
BRD-K31559225	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.64179
BRD-K67104687	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.83805
GSE198380_0_v_1_phgdh_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC6555970-40246_2019_210_MOESM1_ESM.xlsx-LF_genes_R_genes-Common_genes_in_all_LF_species_not_found_in_common_genes_of_R_species_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
Childhood Kidney Wilms Tumor	DisGeNET Gene-Disease Associations	1.0	null
BRD-K98355012	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.47739
WARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67777
TP63-30713093-EPITHELIAL-HUMAN-TONGUE-SCC	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K42455150	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11763
Intraocular Pressure Disorder	DisGeNET Gene-Disease Associations	1.0	null
Hepatitis B	DisGeNET Gene-Disease Associations	1.0	null
BRD-K65392756	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09453
Diabetes Mellitus	DisGeNET Gene-Disease Associations	1.0	null
BRD-A00776891	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.47365
PMC9170821-JCMM-26-3183-s001.xlsx-Endo_DAPI_ERG_VaDadj_vs_NC-Gene_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-A98099470	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.68709
BRD-K97692908	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.5967
BRD-K61053165	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.44586
BRD-K39979888	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.39023
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-4cell_CTCF-Unnamed_2_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF408	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09126
BRD-K28774883	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.5345
BRD-K63626200	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.77049
Eosinophilia	DisGeNET Gene-Disease Associations	1.0	null
Adipose - Subcutaneous	GTEx Tissue Gene Expression Profiles 2023	-1.0	-1.26524
PMC11836325-41467_2025_56634_MOESM8_ESM.xlsx-gene_table_NGS5844-Supplementary_Data_6_Gene_targets_lost_in_resistant_cells_upon_FOSL1_knockdown_and_their_corresponding_hallmark_pathway_FOSL1	Rummagene Transcription Factor Associations 2026	1.0	null
Synucleinopathy	DISEASES Curated Gene-Disease Association Evidence Scores 2025	1.0	4.0
Esophagus - Muscularis	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.9093
BRD-K30171122	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.47053
Cohesin complex Cornelia de Lange syndrome	WikiPathways Pathways 2024	1.0	null
PMC12774775-mmc2.xlsx-PAR_RARG_merge_q5_Narrow_subKO-ENSEMBL_ID_RARG	Rummagene Transcription Factor Associations 2026	1.0	null
Hyperactive Behavior	DisGeNET Gene-Phenotype Associations	1.0	null
MYC-30127528-KELLY-HUMAN-BRAIN-NEUROBLASTOMA	ChEA Transcription Factor Targets 2022	1.0	null
Childhood Soft Tissue Sarcoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K63394284	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.82467
PMC9733061-13059_2022_2800_MOESM5_ESM.xlsx-Table_S4-Table_S4_Genes_assigned_to_JUNB_binding_sites_Each_peak_was_assigned_to_the_nearest_TSS_JUNB	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K51608472	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.08465
BRD-K01237277	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.24487
GSE158456_2_v_3_furin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MIER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00777
BRD-K74506898	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08119
Liver Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
GSE153137,GSE153140_2_v_0_mettl5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K29850806	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.05794
BRD-K12015168	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.34252
GSE180800,GSE180801_0_v_5_tex10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K19411393	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.65186
BRD-K49467822	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.03095
BRD-K77953978	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.9958
GSE70499_5_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KCNK7	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.00479738
PMC8020666-pnas.2015855118.sd05.xlsx-LPS_4_AAM-Ensemble_gene_id_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10891343-mmc2.xlsx-FIP_ToxCast_Raw-GENE_SYMBOLS_USF2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K49184477	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18518
GSE188870,GSE188871_1_v_5_kat7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
t30-blood-rna_consensus	MoTrPAC Rat Endurance Exercise Training	1.0	5.77812
BRD-K36084688	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.26141
Osteosarcoma	DisGeNET Gene-Disease Associations	1.0	null
Schizophrenia	DisGeNET Gene-Disease Associations	1.0	null
KIF22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46674
BRD-K36726853	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55453
GSE137144_4_v_6_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE109530,GSE109531_2_v_0_hdac3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K95033255	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.33857
Rdw - Red Blood Cell Distribution Width Result	DisGeNET Gene-Phenotype Associations	1.0	null
GSE122067_2_v_1_mtch2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Steatohepatitis	DisGeNET Gene-Disease Associations	1.0	null
BRD-K35132745	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.54034
496100278_FWM_no dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.48339
HAND2-30127528-KELLY-HUMAN-BRAIN-NEUROBLASTOMA	ChEA Transcription Factor Targets 2022	1.0	null
GSE179002_0_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10319804-41467_2023_38747_MOESM10_ESM.xlsx-circARID1A_KD_genes_up-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
NFYC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23014
Neuroblastoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K59100858	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09835
BRD-K57468571	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.14072
PMC5533726__F6	PFOCR Pathway Figure Associations 2023	1.0	null
Major Affective Disorder	DisGeNET Gene-Disease Associations	1.0	null
BRD-K52261313	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.02006
Disease of metabolism	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.127
Progressive Supranuclear Palsy	DisGeNET Gene-Disease Associations	1.0	null
BRD-K56428170	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.37267
BRD-K59120074	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04408
BRD-K31977946	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.54944
PMC4219345-1471-2121-14-52-S4.xlsx-BORIS_6dN-Gene_Symbol_CTCFL	Rummagene Transcription Factor Associations 2026	1.0	null
GSE171292_1_v_0_ehhadh_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Endothelial Dysfunction	DisGeNET Gene-Phenotype Associations	1.0	null
BRD-K32506050	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.94987
BRD-K43224838	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.67603
PMC5543083-41467_2017_268_MOESM5_ESM.xlsx-Topological_properties_of_nodes-Supplementary_Data_4_Topological_properties_of_the_nodes_present_in_E2F1_interaction_map_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K82292504	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09623
Smoking Behaviors	DisGeNET Gene-Phenotype Associations	1.0	null
PPIF	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00552782
BRD-K81515704	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.2159
BRD-K37029442	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02097
GSE111102,GSE111105_3_v_5_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE145311_0_v_3_glutathione_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K34482448	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.30109
Testis	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.727268
PMC8481886-Table_2.xlsx-A_subsets-common_MSC_AF_MSC_UdRPC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
CEP97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.94155
GSE200673,GSE200691_2_v_3_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Endometrial carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.028
Glioma	DisGeNET Gene-Disease Associations	1.0	null
PMC11615365-41467_2024_54246_MOESM5_ESM.xlsx-RT112-Numb-KD_vs_Ctr-KD-geneSymbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K00909602	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.16145
BRD-K12411112	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.65355
GSE100102_0_v_5_cgas_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K12226398	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55279
GSE124375_13_v_12_chd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Endocrine system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.087
BRD-K25540102	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.58686
CD1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64559
BRD-K33495825	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13148
BRD-K37049577	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.33805
PMC11665559-jciinsight-9-183889-s131.xlsx-Fig2DiffBind_MYB_TR-PLEvsNTC-WT-Nearest_Ensembl_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K45428339	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15676
BRD-K66577743	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.42046
BRD-K66539236	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.64608
regulation of protein dephosphorylation	GO Biological Process Annotations 2023	1.0	null
PMC8764619-mmc7.xlsx-supplementary_table_for_the_Ven-GSE131737_TFAP2B_target_genes_G_gallus_1347_TFAP2B	Rummagene Transcription Factor Associations 2026	1.0	null
GSE149075_6_v_4_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.28
BRD-K28305165	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.11326
GSE183994_1_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CD19	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00565151
GSE149943_2_v_3_cd8a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K68364310	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22359
GSE144796_3_v_0_linagliptin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K28268716	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.42935
PMC2866657-pone.0010547.s003.xls-ESE3_corr-Genes_correlated_anticorrelated_to_ESE3_EHF	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11297993-41419_2024_6957_MOESM2_ESM.xlsx-F-PC_loadings_of_the_242_P53_high_confidence_targets_used_for_the_PCA_in_Figure_5A_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K27476975	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30937
Blast Phase	DisGeNET Gene-Disease Associations	1.0	null
BRD-K74963702	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.01635
SHROOM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06517
DUT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31734
FOSL1-28411283-MDA231-LM2-4175-HUMAN-BREASTCANCER	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K40378743	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.19742
Female reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.19
PMC12585103-pbio.3003444.s013.xlsx-List_of_genes_for_GO_analysis-List_of_genes_undergoing_significant_MXE_upon_PRMT5_KD_under_hypoxia_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Patent Ductus Arteriosus	DisGeNET Gene-Disease Associations	1.0	null
BRD-K70940767	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.06383
BRD-K07390518	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.80263
PMC11925450-elife-96850-supp2.xlsx-DNMT1_KO_vs_DNMT1_L1TD1_dKO_res-geneName_DNMT1	Rummagene Transcription Factor Associations 2026	1.0	null
Amyloidosis	DisGeNET Gene-Disease Associations	1.0	null
GSE210655_1_v_0_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K46308702	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.2434
BRD-K93611325	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.4724
BRD-K16047442	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.12632
Bone Destruction	DisGeNET Gene-Disease Associations	1.0	null
BRD-K47694606	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.35447
MPV17	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.00577209
GSE126127_2_v_4_prmt1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
mitotic spindle organization	GO Biological Process Annotations 2023	1.0	null
BRD-K34318928	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02376
BRD-K78015078	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.17508
GSE117730,GSE117732_0_v_2_apobec2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Fatty Liver	DisGeNET Gene-Disease Associations	1.0	null
ATP5MF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34779
BRD-K32019201	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.79954
GSE162276_2_v_3_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE110268_2_v_3_foxd1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-A57174914	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04019
GSE189653,GSE203344_2_v_1_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE216326_2_v_0_sulodexide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6853299-pbio.3000476.s011.xlsx-Fig_4A-HVC_612_gene_expression_ratio_in_ZF_and_OF_CREBZF	Rummagene Transcription Factor Associations 2026	1.0	null
NR4A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30354
GSE138019_4_v_5_nudt12_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GLRA2	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00641382
BRD-A59995060	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.81718
BRD-K36393312	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.63966
Childhood Medulloblastoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K69879051	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.04512
regulation of phosphoprotein phosphatase activity	GO Biological Process Annotations 2023	1.0	null
Sleep disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.145
BRD-A57285050	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.28612
GSE217441,GSE217443_1_v_0_ivosidenib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CETN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05109
Atherosclerosis	DisGeNET Gene-Disease Associations	1.0	null
PMC9314667-Table_1.xlsx-Regulons-MYBL2_MYBL2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K58044926	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.20869
PMC6214138__F2	PFOCR Pathway Figure Associations 2023	1.0	null
PMC9580020-tx2c00131_si_004.xlsx-Fig_5B_data-TABLE_S3_CORE_GENE_TARGETS_HSF1_KOVACS_ET_AL_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-A64957606	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.24646
PMC3435504-msb201237-s2.xls-Supp_Table_4c-REST_REST	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K48749255	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.05011
GSE112763,GSE112767_4_v_5_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
sulfanitran	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.03331
BRD-K60052521	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.94636
BRD-K31393518	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.26056
BRD-K60948317	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.0479
BRD-K41026056	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.6839
PMC4913876-NIHMS68258-supplement-Supplementary_Table_6.xlsx-ClinSIG_MYC_logFC_LIMMA_q-sig_o-Ensembl_Gene_ID_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K24133768	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.3655
BRD-K07861364	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10768
BRD-K15977595	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08678
BRD-K52973286	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.782
Lung	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.702038
BRD-K97330035	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.49679
BRD-K31952722	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.58139
GSE110178_5_v_6_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7203476-Table_3.XLSX-Sheet1-GV_MI_overlap_227_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
PSMG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78571
GSE210655_3_v_0_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K82521339	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20157
BRD-K63375777	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.39342
BRD-K11577431	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.2395
BRD-K14763154	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.03522
GSE58724_1_v_4_oxymetholone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K33606137	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.38031
GSE228181_3_v_1_idh1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SIT1	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.00582222
Disease of anatomical entity	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.652
Hematologic cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.321
GSE109530,GSE109531_1_v_3_hdac3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Hormone Refractory Prostate Cancer	DisGeNET Gene-Disease Associations	1.0	null
CLCF1	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00614783
GSE110178_5_v_0_tranylcypromine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K37019305	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.06941
BRD-K42271016	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.35842
PMC6137307-mmc2.xlsx-STAT2-IFNa-Table_S1_STAT2-IFNa_Related_to_Figures_1_4_STAT2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K76508844	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.24242
Respiratory system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.142
Promyelocytic Leukemia	DisGeNET Gene-Disease Associations	1.0	null
TPCN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99667
MYC-28411283-MDA231-LM2-4175-HUMAN-BREASTCANCER	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K63937112	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15107
GSE101537_4_v_2_neurog3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RPSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29622
BRD-K48634117	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3711
GSE168596_1_v_3_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K14250524	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15762
PMC7096153__F2	PFOCR Pathway Figure Associations 2023	1.0	null
BRD-K12624449	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.50773
PMC11274695__F4	PFOCR Pathway Figure Associations 2024	1.0	null
PMC7788918-13058_2020_1379_MOESM2_ESM.xlsx-S9-S9_limma_voom_differentially_expressed_genes_ESR1_depleted_recurrences_vs_matched_primaries_ESR1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K82681356	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.14813
GSE112761,GSE112767_2_v_0_ddx6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K27610371	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.58885
HBA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15425
GSE109530,GSE109531_2_v_3_hdac3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Hepatocarcinogenesis	DisGeNET Gene-Disease Associations	1.0	null
GSE168596_2_v_3_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BRD-K03351377	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.63355
PMC11960529-mmc4.xlsx-Atrial_LHX2_KOoverCT-gene_LHX2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K96758498	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.8286
PDIA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21348
BRD-K42862653	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27333
GSE224969,GSE224971_0_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K08996393	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.31823
BRD-K01667746	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.31544
PMC9999213-mmc1.xlsx-DEGs_vs_2D-DEA_NB_MSC_CSc_vs_NB_2D_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
adenyl ribonucleotide binding	GO Molecular Function Annotations 2023	1.0	null
BRD-K94346447	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.5236
BRD-K86722849	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.10151
Mental Deterioration	DisGeNET Gene-Phenotype Associations	1.0	null
Cervical Cancer	DisGeNET Gene-Disease Associations	1.0	null
BRD-K45044525	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.26824
PMC9302595__F2	PFOCR Pathway Figure Associations 2024	1.0	null
BRD-K43364707	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.57347
GSE152055_0_v_1_mpc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE108326_1_v_0_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K04251837	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.67119
BRD-K72872864	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.76068
Uterine cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.149
Diabetes mellitus	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.025
Uterine Cancer	DisGeNET Gene-Disease Associations	1.0	null
PMC6662580__F1	PFOCR Pathway Figure Associations 2024	1.0	null
BRD-K77316284	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.62189
COLO205_LARGE_INTESTINE	CCLE Cell Line Proteomics	1.0	2.40053
BRD-K32520360	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.17362
496100562_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.64323
ACLY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54146
PMC5543083-41467_2017_268_MOESM5_ESM.xlsx-Interactions_in_E2F1_map-Unnamed_2_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE185163_5_v_2_clic4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Liver disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.062
BRD-K60828476	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.00141
BRD-K28753508	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.98983
GSE228894_0_v_1_rnmt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE218356_1_v_0_cited1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC5543083-41467_2017_268_MOESM2_ESM.xlsx-Feedback_loops_in_E2F1_map-Unnamed_3_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
Polycystic Ovary Syndrome	DisGeNET Gene-Disease Associations	1.0	null
GSE100316_0_v_6_mtor_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K34737616	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.39454
GSE148252_0_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC7455079-jciinsight-5-140380-s227.xlsx-Supp_Table_8-ILL1_T_Cells_FOXP3_FOXP3	Rummagene Transcription Factor Associations 2026	1.0	null
positive regulation of dephosphorylation	GO Biological Process Annotations 2023	1.0	null
BRD-K48145537	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.51781
Cervix - Endocervix	GTEx Tissue Gene Expression Profiles 2023	1.0	1.89873
Alzheimer Disease	DisGeNET Gene-Disease Associations	1.0	null
PMC8020666-pnas.2015855118.sd05.xlsx-LPS_24_AAM-Ensemble_gene_id_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE104508_0_v_3_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE139966_4_v_3_figla_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K52881132	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.187
BRD-K09275191	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.7017
Malignant Mesothelioma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K14875480	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.00058
DDX60	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15752
Stomach Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
MYCN-28898695-NB1643-HUMAN-NERVE-NEUROBLASTOMA	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K45978015	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08237
GSE58724_1_v_0_oxymetholone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Disease of anatomical entity	DISEASES Curated Gene-Disease Association Evidence Scores 2025	1.0	4.0
PMC12913833-12672_2026_4481_MOESM3_ESM.xlsx-Table_S1-Table_S1_Two-sample_MR_analysis_of_blood_eQTLs_associated_with_LUAD_P_0_05_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
B-Cell Malignancy, Low-Grade	DisGeNET Gene-Disease Associations	1.0	null
GSE125007,GSE125008_1_v_0_uhrf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.145
PMC9980149-media-17.xlsx-Supp_Table_12_Bulk_Seq_CTH_KD_I-SUPPLEMENTARY_TABLE_12_Bulk_RNA-seq_results_of_invasive_fractions_from_GBM43_CTH_knockdwn_vs_GBM43_control_cells_invading_3D_hydrogels_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K79658624	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.88826
Sensory system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.034
Melanoma	DisGeNET Gene-Disease Associations	1.0	null
Epilepsy	DisGeNET Gene-Disease Associations	1.0	null
BRD-K95678449	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.73548
Thrombocytopenia	DisGeNET Gene-Phenotype Associations	1.0	null
BRD-K53508363	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.1883
TASOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1621
t60-adrenal_consensus	MoTrPAC Rat Endurance Exercise Training	1.0	1.93078
GSE166944_0_v_2_eif4b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
WDR43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43085
PMC7880998-41467_2021_21255_MOESM8_ESM.xlsx-Sup_Data_5_TWIST_Panel-Gene_Name_TWIST1	Rummagene Transcription Factor Associations 2026	1.0	null
Nervous system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.48
GSE132386_2_v_0_ppara_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K90877053	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.33909
BRD-K46085646	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.36787
BRD-K11596967	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.01135
BRD-K95900761	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.05444
Reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.227
Adult Medulloblastoma	DisGeNET Gene-Disease Associations	1.0	null
PMC7541823__F5	PFOCR Pathway Figure Associations 2023	1.0	null
C9orf40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20022
BRD-K63410075	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.00924
BRD-K30105551	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.53852
BRD-K06842972	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.59075
GSE132386_1_v_0_ppara_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE104022_1_v_0_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD-K41189799	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.09811
GSE195743_3_v_2_lhx6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC3435504-msb201237-s2.xls-Supp_Table_4a-REST_REST	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K81293413	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.4219
t61-colon_consensus	MoTrPAC Rat Endurance Exercise Training	1.0	2.27591
Leukemogenesis	DisGeNET Gene-Disease Associations	1.0	null
Secondary Malignant Neoplasm Of Colon And/Or Rectum	DisGeNET Gene-Disease Associations	1.0	null
Lower respiratory tract disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.191
BRD-K11566982	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.11203
BRD-K79887921	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.40805
PMC9174882-EMMM-14-e15816-s004.xlsx-MYC_GeneSigs-DANG_REGULATED_BY_MYC_DN_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K87193132	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.46668
PMC12238561-42003_2025_8460_MOESM2_ESM.xlsx-IDs_S16_LF_C2_8h-Unnamed_5_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
Laryngeal Squamous Cell Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
GSE211931_0_v_3_ncoa4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217694_4_v_0_pold1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
regulation of phosphatase activity	GO Biological Process Annotations 2023	1.0	null
GSE131377_1_v_3_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Endometriosis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.277
BRD-K01360791	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20581
PMC11109217-41420_2024_2017_MOESM3_ESM.xlsx-Fig_4H_TAF2-bound_genes-Tag_dentsity_of_TBP_ChIP-seq_signal_for_TAF2-bound_genes_in_Fig_4H_TBP	Rummagene Transcription Factor Associations 2026	1.0	null
Primary Malignant Neoplasm Of Lung	DisGeNET Gene-Disease Associations	1.0	null
Ovarian Neoplasm	DisGeNET Gene-Disease Associations	1.0	null
BRD-A39407481	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.14204
Encephalomyelitis	DisGeNET Gene-Disease Associations	1.0	null
BRD-A80035237	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.03736
BRD-K40061857	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.72605
MYNN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14416
BRD-K81522184	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.14339
BRD-K90808566	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.42871
Ceroid Lipofuscinosis	DisGeNET Gene-Disease Associations	1.0	null
PMC5382784__F1	PFOCR Pathway Figure Associations 2023	1.0	null
PMC12178937-mmc6.xlsx-L_AKAP12_KDvsD_AKAP12_KD_deg_al-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K02060635	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.37654
Airway Disease	DisGeNET Gene-Disease Associations	1.0	null
GSE101537_1_v_3_neurog3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-A68842442	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.51135
BRD-K40494117	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.17325
GSE166315_1_v_0_docetaxel_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9980149-media-17.xlsx-Supp_Table_12_Bulk_Seq_CTH_KD_I-Unnamed_12_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-A82394575	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.20211
PMC9174882-EMMM-14-e15816-s004.xlsx-MYC_GeneSigs-DANG_BOUND_BY_MYC_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
MGA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11859
PMC5263239-mmc2.xls-SEM_wt_MLL-Gene_name_1614_unique_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
GSE86507,GSE86509_7_v_10_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Pulmonary Arterial Hypertension	DisGeNET Gene-Disease Associations	1.0	null
BRD-K67484361	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18804
BRD-K27026825	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3226
BRD-K88960810	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.37297
RPRD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93819
PKHD1L1	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.00710606
PMC10773028-40364_2023_552_MOESM2_ESM.xlsx-Variants_sheet-TFT_TBXT	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11699013-12672_2024_1699_MOESM1_ESM.xlsx-Supplementary_Table_2-Supplementary_Table_2_The_association_between_proteins_and_CLL_in_the_MR_analysis_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K81372870	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.21212
YAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5319
PMC8987207-DataSheet_1.xls-TF_targets_Fig_2A-HEB_CCRFCEM_ChIP-seq_TCF12	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7310287-12964_2020_604_MOESM3_ESM.xlsx-GSEA_official_gene_set-DANG_MYC_TARGETS_DN_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-A16760970	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12449
BRD-K97276563	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.37272
496100391_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.11615
BRD-K08899466	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.24611
BRD-K55763052	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.04738
SNB19_CENTRAL_NERVOUS_SYSTEM	CCLE Cell Line Proteomics	1.0	2.13624
GSE58724_3_v_0_oxymetholone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193354_0_v_1_saraf_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K68858233	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.23191
GSE101239_3_v_0_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
UBTFL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39129
BRD-K46897949	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.71197
PMC9170821-JCMM-26-3183-s001.xlsx-Astro_DAPI_ERG_VaD_vs_NC-Gene_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K01717817	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.14208
BRD-K14868348	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.28919
positive regulation of protein dephosphorylation	GO Biological Process Annotations 2023	1.0	null
protein phosphatase activator activity	GO Molecular Function Annotations 2023	1.0	null
PMC4046017__F4	PFOCR Pathway Figure Associations 2023	1.0	null
BRD-K62170825	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.24115
PMC7933708-mmc2.xlsx-DNMT-target_DNMT1	Rummagene Transcription Factor Associations 2026	1.0	null
TUSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12592
Induced Hypothermia (Finding)	DisGeNET Gene-Phenotype Associations	1.0	null
OCILY3_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE	CCLE Cell Line Proteomics	1.0	5.74457
GSE226091,GSE226092_3_v_1_sall1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-A97608543	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07861
Synucleinopathy	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.117
RGS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22032
BRD-K54785691	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.09525
Neurofibromatosis	DisGeNET Gene-Disease Associations	1.0	null
BRD-K56437119	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.65631
Genetic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.326
KIAA2026	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51915
Childhood Glioblastoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K16641781	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.1444
Endocrine gland cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.039
GSE242647_2_v_0_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE147943_0_v_3_cited2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NAPRT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90827
CDK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4889
GSE216538_1_v_3_mrs2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
VDR-33458620-PRIMARYEPITHELIAL-HUMAN-PROSTATE	ChEA Transcription Factor Targets 2022	1.0	null
PMC9316731-13059_2022_2728_MOESM2_ESM.xlsx-S3_AlternativeTSS_ZF-D3A-wt-Gene_CREBZF	Rummagene Transcription Factor Associations 2026	1.0	null
Hereditary Diffuse Gastric Cancer	DisGeNET Gene-Disease Associations	1.0	null
Hyperinsulinism	DisGeNET Gene-Disease Associations	1.0	null
BIRC5	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.00503203
BRD-K51272331	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.24391
BRD-K57907671	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.30527
PMC4516628__F7	PFOCR Pathway Figure Associations 2024	1.0	null
PMC12978397-wjon-17-02-247-s002.xlsx-S2-Suppl_2_Two-sample_MR_analysis_of_blood_eQTLs_associated_with_LUAD_P_0_05_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K07196884	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.48677
BRD-K04441230	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22753
MAP2K3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20075
PMC7096153__F2	PFOCR Pathway Figure Associations 2024	1.0	null
Adrenal Gland	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.839535
Central nervous system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.444
PMC6172843-13059_2018_1523_MOESM6_ESM.xls-Sheet1-Table_S5_mRNAs_variation_abundance_1_5-fold_in_YBX1-knockdown_BGC-823_cells_YBX1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K04546974	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.59494
Childhood Neuroblastoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K15690866	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.64305
BRD-K38966099	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.73839
BRD-K87399364	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02953
BRD-K69423881	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	4.243
Mucoepidermoid Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
GSE123372,GSE123373_10_v_2_mecp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
nucleus	GO Cellular Component Annotations 2023	1.0	null
BRD-K98271666	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.3431
BRD-K06398048	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.8099
IL11 signaling	WikiPathways Pathways 2024	1.0	null
PMC8047442-EMBJ-40-e105492-s003.xlsx-MR_plot_analysis-Gene_names_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K66572611	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.02156
GSE166317_3_v_0_j147_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE149903_5_v_7_myd88_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K42697646	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.15087
Squamous Cell Carcinoma Of The Head And Neck	DisGeNET Gene-Disease Associations	1.0	null
BRD-K26108750	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.25012
BRD-K64072266	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.67606
BRD-K41762421	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.58356
Her2-Positive Carcinoma Of Breast	DisGeNET Gene-Disease Associations	1.0	null
BRD-K94409042	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12613
BRD-K32839286	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.71609
Gastrointestinal system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.207
BRD-K86371068	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.51347
BRD-K87044635	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.19987
BRD-K01899298	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15418
GSE70499_3_v_7_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BICDL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08657
Nephroblastoma	DisGeNET Gene-Disease Associations	1.0	null
496100367_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.08088
BRD-K70876639	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.32705
Malignant Tumor Of Cervix	DisGeNET Gene-Disease Associations	1.0	null
negative regulation of protein modification process	GO Biological Process Annotations 2023	1.0	null
PMC3435504-msb201237-s2.xls-Supp_Table_4a-SP1_SP1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K75497233	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18458
BRD-K80240487	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.32704
GSE63048_11_v_6_morc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PLEKHH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23141
Adult T-Cell Lymphoma/Leukemia	DisGeNET Gene-Disease Associations	1.0	null
Cardiac Arrest	DisGeNET Gene-Disease Associations	1.0	null
BRD-K88583132	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.25988
negative regulation of phosphoprotein phosphatase activity	GO Biological Process Annotations 2023	1.0	null
BT549_BREAST	CCLE Cell Line Proteomics	1.0	2.19082
Cervix - Ectocervix	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.793138
BRD-K87602457	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.31045
PMC5382784__F1	PFOCR Pathway Figure Associations 2024	1.0	null
PMC6662580__F1	PFOCR Pathway Figure Associations 2023	1.0	null
BRD-K30283890	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.80563
Endometrial cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.322
PMC9794594-DataSheet_1.xlsx-ST12-Unnamed_13_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
Papillary Serous Endometrial Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
GSE111102,GSE111105_3_v_7_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Myeloid leukemia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.208
GSE228181_4_v_5_idh1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216538_7_v_4_mrs2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152055_2_v_3_mpc1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TSKU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36221
BRD-K86966177	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.55216
Neurodegenerative disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.488
calcium channel complex	GO Cellular Component Annotations 2023	1.0	null
Brain - Caudate (basal ganglia)	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.843261
PMC12254391-41598_2025_8960_MOESM5_ESM.xlsx-fig-Supplemental_Table_6_Differentially_Expressed_Genes_DEG_between_siRNA_DLX4_and_siRNA_control_n_3_RA_FLS_cell_lines_per_treatment_group_DLX4	Rummagene Transcription Factor Associations 2026	1.0	null
Glycogen synthesis and degradation	WikiPathways Pathways 2024	1.0	null
Amyotrophic Lateral Sclerosis	DisGeNET Gene-Disease Associations	1.0	null
BRD-K31851055	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.96199
GSE120595_5_v_4_arid2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Hemangioma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K07697589	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.48016
GSE180200,GSE180201_2_v_0_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K51461946	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.49431
Merkel Cell Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K54903703	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.12138
BRD-K40685792	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.67123
BRD-K66179451	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.42416
BRD-K59392325	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.51107
Idiopathic Pulmonary Fibrosis	DisGeNET Gene-Disease Associations	1.0	null
BRD-K27953820	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.52367
BRD-K59093791	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.59592
GSE198036,GSE198041_0_v_2_sox9_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K02315086	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.18237
BRD-K32943057	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.27577
PMC10304248__F3	PFOCR Pathway Figure Associations 2024	1.0	null
PMC10011543-41419_2023_5707_MOESM4_ESM.xlsx-genes_with_unique_SNP-F5-Pneo-r__CIC-1n_h-r__CIC-2n_h-r_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
ASB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00282
GSE190534,GSE190536_0_v_1_cyclophosphamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Disease	DISEASES Curated Gene-Disease Association Evidence Scores 2025	1.0	4.0
BRD-K91585756	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.42023
BRD-K77345736	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.55911
Leukemia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.341
PMC4384327-12859_2014_432_MOESM6_ESM.pdf-33-POU2F2_POU2F2	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K13646706	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.29899
BRD-A54347351	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.68959
KDR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1556
GSE228181_3_v_5_idh1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K06243138	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.15193
GSE255432_6_v_2_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Childhood Osteosarcoma	DisGeNET Gene-Disease Associations	1.0	null
BRD-K31660953	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.20723
BRD-K24004917	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.51226
Leukemia	DisGeNET Gene-Disease Associations	1.0	null
BRD-K76337122	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.57747
BRD-K61807670	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.22659
GSE218580_1_v_4_fentanyl_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Avitaminosis	DisGeNET Gene-Disease Associations	1.0	null
GSE131887_1_v_0_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Trichohepatoenteric Syndrome	DisGeNET Gene-Disease Associations	1.0	null
GSE160373_8_v_2_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Hepatobiliary disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.049
BRD-K48699175	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.40287
GTEx Skin 20-29 vs 70-79	GTEx Tissue-Specific Aging Signatures	-1.0	-6.20461
GSE130383_1_v_0_gps2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LACC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16098
BRD-K84974041	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00423
HP1BP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2504
PMC11096100-41588_2024_1714_MOESM3_ESM.xlsx-ST18-Unnamed_1_ST18	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8987207-DataSheet_1.xls-TF_targets_Fig_2A-EGR1_DC_ChIP-seq_EGR1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K33752391	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.02962
PMC9359464__F3	PFOCR Pathway Figure Associations 2024	1.0	null
PDCD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32524
MEIS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02321
PMC9999213-mmc1.xlsx-DEGs_vs_2D-DEA_NB_MSC_EC_CSc_vs_NB_2D_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K00507184	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.41968
BRD-K37770214	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.97739
BRD-K89515752	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.12073
GSE96641_1_v_2_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Pancreatic Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
PMC6214138__F2	PFOCR Pathway Figure Associations 2024	1.0	null
Nervous system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.085
Malignant Tumor Of Colon	DisGeNET Gene-Disease Associations	1.0	null
BRD-K41876347	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.03949
BRD-K54179521	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.07304
Precursor T-Cell Lymphoblastic Leukemia-Lymphoma	DisGeNET Gene-Disease Associations	1.0	null
GSE196671_6_v_1_obox4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD-K52245873	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.23969
BRD-K88720906	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.23227
BRD-K87269010	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.40354
GSE179880_2_v_5_e2f4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MANSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00812
BRD-K39438085	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.37952
protein phosphatase regulator activity	GO Molecular Function Annotations 2023	1.0	null
BRD-K26738018	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.52451
PMC11743796-41420_2025_2295_MOESM5_ESM.xlsx-aged_LPS_BV-2_vs_human_downreg-mouse_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
CIRBP	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	-1.0	-0.00460506
GSE158815_1_v_3_trib1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8987207-DataSheet_1.xls-TF_targets_Fig_2A-P53_TFactS_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K90797575	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.36174
FOXA1-33576154-HUMAN-LUNG-PROSTATECANCER	ChEA Transcription Factor Targets 2022	1.0	null
BRD-K78625574	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.20803
BRD-K72694472	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08459
PMC9108619-EMBJ-41-e109191-s016.xlsx-UPF3A_KO_14_3B_KD-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K95822658	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.61246
GSE164757,GSE164759_4_v_2_trametinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7934233-13059_2021_2293_MOESM8_ESM.xlsx-Fibroblast_TEAD2-gene_TEAD2	Rummagene Transcription Factor Associations 2026	1.0	null
ACTB	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.0040081
BRD-K05509844	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20375
POLR3H	LINCS L1000 CMAP CRISPR Knockout Consensus Signatures	1.0	0.00573771
BRD-K48777375	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.00585
Neurodegenerative disease	DISEASES Curated Gene-Disease Association Evidence Scores 2025	1.0	4.0
PMC9248879-supp_gr.275831.121_Supplemental_Table_S2.xlsx-TP53-dependent_proteins-GeneName_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
PMC3610249-1471-2164-14-184-S4.xls-miR-331-3p_targets-NR2E3_NR2E3	Rummagene Transcription Factor Associations 2026	1.0	null
496100416_FWM_dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.40025
PMC7300082-41598_2020_66556_MOESM11_ESM.xlsx-Supplementary_Table_10-NFKB1_NFKB1	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K61742182	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.47391
GSE183994_3_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE223287,GSE223290_2_v_4_braf_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRD-K52796804	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.32093
BRD-M01343043	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.08949
GSE166004_3_v_2_pld1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE193282_2_v_0_cd44_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Tumor Immunity	DisGeNET Gene-Phenotype Associations	1.0	null
BRD-K54134201	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.1049
GSE146074_6_v_3_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE179531_1_v_0_metformin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
496100484_FWM_no dementia_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.08083
HEL_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE	CCLE Cell Line Proteomics	1.0	2.00522
RNF20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05507
protein homodimerization activity	GO Molecular Function Annotations 2023	1.0	null
BRD-K29771129	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.39768
BRD-K31852848	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-4.04846
BRD-A45014336	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.72683
BRD-K47620421	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13081
JM1_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE	CCLE Cell Line Proteomics	1.0	7.45729
BRD-K13164804	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.07707
BRD-K53104784	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	-1.0	-3.13406
BRD-K94476572	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.20905
GSE68155_3_v_2_gpr3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Lymphoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.001
Non-Small Cell Lung Carcinoma	DisGeNET Gene-Disease Associations	1.0	null
B9D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12113
PMC4989457-13073_2016_339_MOESM3_ESM.xls-MITF_D1_vs_D10-hugo_id_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
BRD-K43388152	LINCS L1000 CMAP Chemical Perturbation Consensus Signatures	1.0	3.69215
Disease of mental health	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.124