association	dataset	threshold value	standardized value
Reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.245
MRPS18B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28162
NOL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.9248
PCYT1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36377
Disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.78
PMC12586162-41593_2025_2050_MOESM3_ESM.xlsx-Supplementary_Table_7-ELK1_all_ELK1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-SRF_SRF	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12205070-41467_2025_61222_MOESM5_ESM.xlsx-DE_markers_TAL1_scenic_reductio-gene_TAL1	Rummagene Transcription Factor Associations 2026	1.0	null
PDLIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83479
Autoimmune disease of musculoskeletal system	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.021
HOXD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57247
ZNF775	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13631
PMC11585558-41467_2024_54547_MOESM8_ESM.xlsx-TP53_vs_WT_DEG_FFPE-gene_name_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
Fanconi renotubular syndrome 2	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.911
PELI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09208
CRYGD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10236
Brain - Anterior cingulate cortex (BA24)	GTEx Tissue Gene Expression Profiles 2023	1.0	3.21098
PMC6113333-41598_2018_31192_MOESM11_ESM.xlsx-Sheet1-H1_NFIC_NFIC	Rummagene Transcription Factor Associations 2026	1.0	null
Disease of cellular proliferation	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
preweaning lethality, incomplete penetrance	IMPC Knockout Mouse Phenotypes	1.0	null
Major depressive disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.41
ZNF813	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10037
PMC11985509-41467_2025_58704_MOESM7_ESM.xlsx-ZNF385A_vs_WT-Unnamed_1_ZNF385A	Rummagene Transcription Factor Associations 2026	1.0	null
FAM200B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79122
SOX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82896
EN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97162
GOSR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05725
SMDT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0618
PMC3607232-mmc1.xls-MLLN_prom_RS411-MLL_prom_RS411_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Combined-MYB_Combined_sgRNA_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
Prostate cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.002
UTP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25922
DROSHA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90776
CDC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06286
PACC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10634
PMC11985509-41467_2025_58704_MOESM7_ESM.xlsx-ZNF385A_vs_NES-Unnamed_1_ZNF385A	Rummagene Transcription Factor Associations 2026	1.0	null
Immune system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.048
ESR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65575
Disease of anatomical entity	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
KLF14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20235
Vagina	GTEx Tissue Gene Expression Profiles 2023	1.0	1.54579
TM9SF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18687
PMC11392820-41556_2024_1475_MOESM3_ESM.xlsx-Supplementary_Table_9-Supplementary_Table_9_Expression_level_of_OTX2_targeted_genes_n_999_related_to_Figure_6_OTX2	Rummagene Transcription Factor Associations 2026	1.0	null
496100324_FWM_no dementia_TBI_79_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.04623
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-2_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
Conventional dendritic cell 1(cDC1)_Liver_Human	CellMarker Gene-Cell Type Associations	1.0	null
Gastrointestinal system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.205
PMC10918220-mmc1.pdf-4-NCOA1_NCOA1	Rummagene Transcription Factor Associations 2026	1.0	null
Embryonic stem cell_Embryoid body_Human	CellMarker Gene-Cell Type Associations	1.0	null
MAPK8IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01134
PMC8384902-mmc5.xlsx-H128_PROX1_ChIP-Symbol_PROX1	Rummagene Transcription Factor Associations 2026	1.0	null
ADIPOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24864
GPR19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50063
TFAP2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31635
ABHD15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61692
496100497_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.04603
PMC8758144-elife-74272-supp3.xlsx-AP1_REP2-GeneName_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11568168-41598_2024_79607_MOESM3_ESM.xls-11-E2F1_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10746608-427_2023_709_MOESM4_ESM.xlsx-KLF4_Targets_Enrichment-Unnamed_53_KLF4	Rummagene Transcription Factor Associations 2026	1.0	null
MED31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38419
Primary immunodeficiency disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.091
PMC4149371-pone.0105180.s010.xls-SOX2-GENE_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10864182-41588_2023_1596_MOESM4_ESM.xlsx-ST12_Significant_Genes_combine-Supplementary_Table_12_Genes_prioritisation_combining_FUMA_MAGMA_Hi-C_MAGMA_and_TWAS_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
TBCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15795
EXOC3L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25799
FKBP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18929
MAPKAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40465
DDX41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4417
RAB21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63523
Genetic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.244
Histone modifications	WikiPathways Pathways 2024	1.0	null
CCDC66	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14681
QSOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3409
PMC9038526-mmc1.xlsx-postCOVID_LPS_vs_healthy_L-symbols_98_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
Cognitive disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.41
CCT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15969
PMC11968629-12672_2025_2184_MOESM1_ESM.pdf-2-ETV1_ETV1	Rummagene Transcription Factor Associations 2026	1.0	null
SNRNP48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07268
496100640_PCx_no dementia_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.85945
PMC4677459-NIHMS65392-supplement-Dataset3.xlsx-NFKB1-Unnamed_2_NFKB1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10592471-NIHMS1912771-supplement-7.xlsx-D-Enh_vs_AA-all_DE-Aza_atRA_DE_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
ATL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.55
ASCL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25072
TPR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4637
PMC7181646-41523_2020_157_MOESM4_ESM.xlsx-RNAseq_KD_vs_Control_DEG-Gene_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Thoracic disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.258
PMC7069022-Table_1.xlsx-MYCN_Cor_Microarray_Analysis-GENE_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-9_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
TMEM101	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34565
PPM1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22435
496100343_TCx_possible Alzheimer's disease_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.05068
PMC3226433-1756-8935-4-20-S1.XLS-Table_S4_Myc_KD_gene_exp_change-Genes_down-regulated_in_Myc_KD_hESC_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11985509-41467_2025_58704_MOESM7_ESM.xlsx-ZNF385A_vs_NLS-Unnamed_1_ZNF385A	Rummagene Transcription Factor Associations 2026	1.0	null
Respiratory system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.095
Disease of anatomical entity	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.716
RBBP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15423
PTPRZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58808
PMC12518476-10067_2025_7574_MOESM9_ESM.xlsx-Sheet2-RNAseq_DEGs_of_KD_AR	Rummagene Transcription Factor Associations 2026	1.0	null
UBXN11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09071
Lupus erythematosus	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.033
KIZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01434
CHD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30872
496100639_TCx_no dementia_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.69932
PMC8755441-mmc3.xlsx-IRF3-Up-IRF3-Hela_IRF3	Rummagene Transcription Factor Associations 2026	1.0	null
Cell type cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.368
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-DEG_KD_PC-Symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC13137955-ijbsv22p4243s2.xlsx-Sheet1-hTFtarget_E2F3_E2F3	Rummagene Transcription Factor Associations 2026	1.0	null
RPL27A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48735
FOXO3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14958
Mood disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.41
PMC7181646-41523_2020_157_MOESM4_ESM.xlsx-RNAseq_KD_vs_Control_DEG-GeneName_AR	Rummagene Transcription Factor Associations 2026	1.0	null
WDR12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18842
LRRC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00515
PMC7863452-12920_2021_883_MOESM5_ESM.xls-SRG_13_GE2-HCC_vs_17NT-GENENAME_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
496100330_PCx_possible Alzheimer's disease_no TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.04783
PMC7888619-pgen.1009309.s032.xlsx-S9_Table-S9_Table_Predicted_target_genes_of_POU3F2_POU3F2	Rummagene Transcription Factor Associations 2026	1.0	null
HROB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46146
MSH6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3565
Anxiety disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.101
ITCH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46063
Thoracic cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.254
INCENP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57197
CARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0708
RAB11FIP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18865
THOC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.65145
DYNC1LI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8316
EOLA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09615
PMC5795782-supp_gad.302646.117_Supplemental_Table_S1.xlsx-Table_S1_1-Supplemental_Table_S1_1_Genes_significantly_downregulated_by_ARID5B_knockdown_ARID5B	Rummagene Transcription Factor Associations 2026	1.0	null
Brain disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.102
LSM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18706
ATP6V0E2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30433
Breast cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.247
496100646_TCx_probable Alzheimer's disease_no TBI_82_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.09843
Organ system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
RASA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.94826
Female reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.05
Nervous system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.372
PAX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26723
AXIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0
PMC11063202-41420_2024_1940_MOESM2_ESM.xlsx-THP1-EP300_KOvsNontarget-gene_name_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
PPP1R13L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06374
496100633_TCx_no dementia_TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.81692
GPRASP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44904
Juvenile pilocytic astrocytoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.271
KCNK17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14045
TMEM259	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32583
POLR2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14782
Lung carcinoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
TPI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09867
Lung disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
PMC10200789-41392_2023_1466_MOESM5_ESM.xlsx-TFs_target_genes-Top_100_targetGene_BACH2_BACH2	Rummagene Transcription Factor Associations 2026	1.0	null
PPP4R3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84589
496100607_TCx_dementia_TBI_77_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.63304
496100500_PCx_probable Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.05074
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-ETV4_ETV4	Rummagene Transcription Factor Associations 2026	1.0	null
BRAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25902
PMC11227377-2506586.f2.pdf-16-ZNF585A_ZNF585A	Rummagene Transcription Factor Associations 2026	1.0	null
SETSIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20908
PMC8758144-elife-74272-supp3.xlsx-AP2_REP2-GeneName_GTF3A	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11938024-ADMA-37-2413413-s001.xlsx-Table_S1a_DE_Genes_analysis-Table_S1a_Differentailly_expressed_genes_Control_vs_NPs_treated_THP1_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7863452-12920_2021_883_MOESM2_ESM.xls-SRG_23_HCC_vs_17_NT-GENENAME_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12205070-41467_2025_61222_MOESM5_ESM.xlsx-DE_markers_TAL1_scenic_reductio-Unnamed_0_TAL1	Rummagene Transcription Factor Associations 2026	1.0	null
Natural killer cell_Lung_Human	CellMarker Gene-Cell Type Associations	1.0	null
PMC12178384-mmc6.xlsx-Sheet1-Supp_Table_4_Differential_expression_analysis_of_CIC-rearranged_sarcomas_vs_CIC-rearranged-like_sarcomas_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
TIMELESS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12313
BEX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17389
Respiratory system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
SOX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14778
MAD2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74112
PMC6520398-41467_2019_10148_MOESM11_ESM.xls-FigS1a-TP53_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
Nervous system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.457
ZNF488	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57002
ILKAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07307
Hematologic cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.222
PMC8528285-pbio.3001085.s010.xlsx-Fig_7A-MLX_TESTES_MLX	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8987207-DataSheet_1.xls-TF_targets_Fig_2A-E2A_Pre-Pro-B-Cells_ChIP-seq_TCF3	Rummagene Transcription Factor Associations 2026	1.0	null
Connective tissue disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.15
NAB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19785
RACK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92807
Organ system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.635
Musculoskeletal system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.232
PMC4677459-NIHMS65392-supplement-Dataset3.xlsx-HIF1A-Unnamed_2_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
PRDM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65953
Disease of mental health	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.172
DRG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11739
CSRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75291
PMC11358472-41467_2024_51851_MOESM4_ESM.xlsx-Sheet1-Supplementary_Table_4_gene_expression_levels_for_323_genes_connected_to_EWS-WT1_in_JN-DSRCT1_WT1	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF717	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11322
496100536_HIP_no dementia_no TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.04973
JPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02358
PMC8758144-elife-74272-supp3.xlsx-AP1_REP1-GeneName_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF577	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13847
WDR77	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8158
abnormal kidney morphology	IMPC Knockout Mouse Phenotypes	1.0	null
Breast disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.252
Lower respiratory tract disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
PMC12003903-41531_2025_933_MOESM1_ESM.pdf-19-ZNF184_ZNF184	Rummagene Transcription Factor Associations 2026	1.0	null
ARPC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2032
Pervasive developmental disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.383
DNAJB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0509
496100338_HIP_probable Alzheimer's disease_no TBI_79_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.0492
PMC8528285-pbio.3001085.s010.xlsx-Fig_7E-MLX_TESTES_MLX	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7672319-mmc3.xlsx-DREAM_MSigDB62-FISCHER_DREAM_TARGETS_KCNIP3	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12586162-41593_2025_2050_MOESM3_ESM.xlsx-Supplementary_Table_7-ELK4_all_ELK4	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10291819-13287_2023_3380_MOESM11_ESM.pdf-35-HMGN3_HMGN3	Rummagene Transcription Factor Associations 2026	1.0	null
DNASE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18373
COMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72956
NHEJ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5328
496100326_TCx_no dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.07444
Lymphatic system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.029
496100495_FWM_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.0472
PMC4856960-supp_gkv1471_nar-01762-z-2015-File010.xls-Genes_5kb_E2F7_Hyp-gene_name_E2F7	Rummagene Transcription Factor Associations 2026	1.0	null
Disease by infectious agent	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.062
PMC3607232-mmc1.xls-MLLN_prom_RS411-MLL_body_RS411_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4856960-supp_gkv1471_nar-01762-z-2015-File012.xlsx-GO_common_7H-HIF1_chip-Common_elements_in_chip7h_and_chip_hif1_2530_official_gene_symbols_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-4_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
ANAPC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54266
Kidney - Medulla	GTEx Tissue Gene Expression Profiles 2023	-1.0	-1.25087
EMP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41669
PMC12003903-41531_2025_933_MOESM1_ESM.pdf-19-ENSG00000096654_ZNF184	Rummagene Transcription Factor Associations 2026	1.0	null
IARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0002
496100336_TCx_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.05067
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-E2F1_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8160578-JCB_202009147_TableS4.xlsx-E2F1_targets-Genes_n_1867_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
Lung squamous cell carcinoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-ICM_JUN-Unnamed_3_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
NAALADL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33035
PMC10592471-NIHMS1912771-supplement-4.xlsx-D-HEP3_DN_AA_DN-AA_DN_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8384902-mmc5.xlsx-H128_ASCL1_ChIP-Symbol_ASCL1	Rummagene Transcription Factor Associations 2026	1.0	null
RPS15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40092
APOBEC3F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22014
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-DEG_KD_PC-Ensembl_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Bladder	GTEx Tissue Gene Expression Profiles 2023	-1.0	-1.22952
DSG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91122
Male reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.046
Lymphoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.044
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-8_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
496100630_PCx_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.05849
WHAMM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06291
Endocrine gland cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.022
Germinal center B cell_Lung_Human	CellMarker Gene-Cell Type Associations	1.0	null
DRGX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26703
PMC2866657-pone.0010547.s001.xls-ERG-high-GENES_UPREGULATED_IN_ERGhigh_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
MAPK8IP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30759
SKA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10409
PMC4063835-epi-9-760-s04.xls-MI_vs_S-SYMBOL_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
MUSTN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62247
Respiratory system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
ELP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00673
PMC6433297-pbio.3000178.s012.xlsx-DREAM_targets-BUB1B_KCNIP3	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12240782-Table3.xlsx-Sheet1-E2F1_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
IPO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09079
496100484_FWM_no dementia_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.0409
ZBTB48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5445
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-ICM_JUN-Unnamed_2_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
496100666_HIP_probable Alzheimer's disease_TBI_83_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.05146
Proliferative cell_Embryonic Kidney_Human	CellMarker Gene-Cell Type Associations	1.0	null
HEXIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34456
Central nervous system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.31
ZKSCAN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.52683
MKI67+ progenitor cell_Large intestine_Human	CellMarker Gene-Cell Type Associations	1.0	null
BNIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31055
PRKRIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04856
Autoimmune disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.087
SIX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04442
SPRY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03384
Carcinoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.231
Disease of mental health	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.41
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.41
CDC26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10878
PMC10550934-41467_2023_41927_MOESM4_ESM.xlsx-degenes_beatAML_CEBPA-NT_Fig1c-Gene_Symbol_CEBPA	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12178384-mmc5.xlsx-Sheet1-Supp_Table_3_Differential_expression_analysis_of_CIC-rearranged_sarcomas_vs_Ewing_sarcomas_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4063835-epi-9-760-s02.xls-MI_vs_NU-SYMBOL_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
MAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00589
Squamous cell carcinoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
NPDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16559
GTF2H1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42177
ZBTB7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02023
CCDC86	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0607
Intraocular retinoblastoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.071
PMC12180985-BLOODA_ADV-2024-014495-mmc1.pdf-26-ZNF696_ZNF696	Rummagene Transcription Factor Associations 2026	1.0	null
Cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.665
C2CD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10494
CAMK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00268
PABPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15096
CREBBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24479
496100529_HIP_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.04522
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
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-5_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
Extraocular retinoblastoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.054
PMC10592471-NIHMS1912771-supplement-4.xlsx-D-HEp3_DN_NR2F1_ind_DN-NR2F1_Ind_DN_NR2F1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6605752-JEM_20181726_TableS1.xlsx-MYC_translational_targets-Unnamed_1_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11960529-mmc4.xlsx-Ventricular_ZNF711_KOoverCT-gene_ZNF711	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10836071-media-2.xlsx-Supplementary_Table_5-ELK4_all_ELK4	Rummagene Transcription Factor Associations 2026	1.0	null
RAVER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07952
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-3_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
Alpha thalassemia-X-linked intellectual disability syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.036
PMC8554867-12885_2021_8839_MOESM2_ESM.xlsx-Table_S5-Table_S5_Correlation_of_upregulated_genes_Table_S3_with_FOXM1_FPKM_FOXM1	Rummagene Transcription Factor Associations 2026	1.0	null
CDCA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38089
PROKR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70229
RPL37A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13134
Conventional dendritic cell 1(cDC1)_Spleen_Human	CellMarker Gene-Cell Type Associations	1.0	null
Carcinoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
Depressive disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.41
IGSF9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96707
Lung disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.083
DNAJC25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45671
PMC9008061-41467_2022_29733_MOESM4_ESM.xlsx-ERRg_SE_peaks-Nearest_Ensembl_ESRRG	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11063202-41420_2024_1940_MOESM2_ESM.xlsx-THP1-EP300_KOvsNontarget-gene_id_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7927818-AAC.01755-20-s0002.xlsx-Supplemental_Table_1-Supplemental_Table_1_List_of_significantly_altered_genes_in_MDMs_differentiated_in_the_presence_of_PrEP_FTC_v_No_Drug_TDF_v_No_Drug_FTC_v_TDF_SRY	Rummagene Transcription Factor Associations 2026	1.0	null
TRUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3117
ZDHHC13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06505
YAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5319
FAM199X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07695
POLR3C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10486
ATG14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08171
NF1 copy number variation syndrome 	WikiPathways Pathways 2024	1.0	null
PMC7068927-12885_2020_6709_MOESM1_ESM.docx-1-GFI1_GFI1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12824906-mmc5.xlsx-Sheet1-Table_S4_Target_genes_of_FOXM1_and_their_expression_across_the_subtype_of_breast_tumors_FOXM1	Rummagene Transcription Factor Associations 2026	1.0	null
enlarged kidney	IMPC Knockout Mouse Phenotypes	1.0	null
ADA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.88762
Senescence associated secretory phenotype SASP 	WikiPathways Pathways 2024	1.0	null
PMC10836071-media-2.xlsx-Supplementary_Table_5-ELK1_all_ELK1	Rummagene Transcription Factor Associations 2026	1.0	null
496100339_HIP_no dementia_TBI_79_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.04959
PMC8384902-mmc5.xlsx-H889_PROX1_ChIP-Symbol_PROX1	Rummagene Transcription Factor Associations 2026	1.0	null
PRELID3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69741
PKDCC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67171
PMC12178384-mmc4.xlsx-Sheet1-Supp_Table_2_Differential_expression_analysis_of_CIC-rearranged_sarcomas_vs_BCOR-rearranged_sarcomas_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
BRD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20264
Neural progenitor cell_Embryonic prefrontal cortex_Human	CellMarker Gene-Cell Type Associations	1.0	null
ZC3H8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02349
EPRS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40617
PMC10592471-NIHMS1912771-supplement-2.xlsx-NR2F1-Ind-Downregulated_NR2F1	Rummagene Transcription Factor Associations 2026	1.0	null
496100651_FWM_probable Alzheimer's disease_TBI_83_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.04658
PMC9008061-41467_2022_29733_MOESM4_ESM.xlsx-ERRg_SE_peaks-Gene_Name_ESRRG	Rummagene Transcription Factor Associations 2026	1.0	null
RCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06661
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-HOXD4_HOXD4	Rummagene Transcription Factor Associations 2026	1.0	null
Multilymphoid progenitor cell_Umbilical cord blood_Human	CellMarker Gene-Cell Type Associations	1.0	null
OTX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02819
PMC11502753-41467_2024_53330_MOESM11_ESM.xlsx-Sheet1-SMAD3_target_genes_hES_SMAD3	Rummagene Transcription Factor Associations 2026	1.0	null
Endothelial cell_Fetal gonad_Human	CellMarker Gene-Cell Type Associations	1.0	null
PMC10746608-427_2023_709_MOESM4_ESM.xlsx-KLF4_Targets_Enrichment-Unnamed_23_KLF4	Rummagene Transcription Factor Associations 2026	1.0	null
OGG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46624
UQCRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01827
Lower respiratory tract disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.092
VPS45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99373
Autism spectrum disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.383
PMC8571097-41588_2021_941_MOESM3_ESM.xlsx-Supplementary_Table_2-Supplementary_Table_2_List_of_KMT2A_fusion_oncoprotein_target_genes_in_each_sample_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
PSMG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8165
PMC4823830-ncomms11171-s3.xlsx-high_in_shRNA_GATA3-GeneSymbol_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
CDK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97479
PMC10746608-427_2023_709_MOESM4_ESM.xlsx-SOX2_targets_enrichment-Unnamed_40_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11827247-41065_2025_387_MOESM5_ESM.xlsx-Sheet_1-Only_ESR_ESR1	Rummagene Transcription Factor Associations 2026	1.0	null
Lung non-small cell carcinoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
PMC8528285-pbio.3001085.s010.xlsx-Fig_S7A-GENE_LIST_UPLOADED_TO_ENRICHR_MLX_TESTES_855_GENES_MLX	Rummagene Transcription Factor Associations 2026	1.0	null
496100594_TCx_possible Alzheimer's disease_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.79171
Lymphatic system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.048
PMC6436215-13073_2019_626_MOESM2_ESM.xlsx-PCM-SP100_SP100	Rummagene Transcription Factor Associations 2026	1.0	null
Central nervous system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.106
CEP135	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54131
CACUL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0831
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-6_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
PPIG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05138
PMC9038526-mmc1.xlsx-postCOVID_ctr_vs_LPS-symbols_98_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
post-traumatic stress disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.101
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-1_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
Disease of cellular proliferation	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.674
FOXI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.39197
ASB16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26076
T follicular helper(Tfh) cell_Stomach_Human	CellMarker Gene-Cell Type Associations	1.0	null
PMC11502753-41467_2024_53330_MOESM11_ESM.xlsx-Sheet1-DREAM_target_genes_KCNIP3	Rummagene Transcription Factor Associations 2026	1.0	null
CLDN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16413
PMC5995178-oncotarget-09-26417-s003.docx-0-BCL6_BCL6	Rummagene Transcription Factor Associations 2026	1.0	null
PMC3419980-leu201249x6.xls-RUNX1-DHS-1000bp-Unnamed_0_RUNX1	Rummagene Transcription Factor Associations 2026	1.0	null
NOP14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15763
RPS13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16154
PMC7921413-41467_2021_21650_MOESM5_ESM.xlsx-002_DE-CD34_Blasts_AP1_high_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
Melancholic depression	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.41
DDX52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2864
PURG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17188
PLAG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0975
TEX15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31096
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
IGBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63573
CHERP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	6.34711
B cell_Kidney_Human	CellMarker Gene-Cell Type Associations	1.0	null
Reproductive organ cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.137
PMC8384902-mmc5.xlsx-H2107_PROX1_ChIP-Symbol_PROX1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8758144-elife-74272-supp3.xlsx-AP2_REP1-GeneName_GTF3A	Rummagene Transcription Factor Associations 2026	1.0	null
PSEN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42544
TFAP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18232
PMC12480273-12672_2025_3611_MOESM1_ESM.xlsx-csgene-TP53_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6440742-elife-43627-supp4.xlsx-NFE2L2_ChIP-HeLa_ChIP1_NFE2L2	Rummagene Transcription Factor Associations 2026	1.0	null
TRAM1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01343
Hematopoietic system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.242
TSEN15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62916
496100530_FWM_dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.16135
PDCD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.36824
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-7_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GATA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93552
WASHC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53296
Unilateral retinoblastoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.042
Funisitis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.02
DCUN1D3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30771
LRRC8E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01453
Meiotic prophase fetal germ cell_Fetal gonad_Human	CellMarker Gene-Cell Type Associations	1.0	null
PMC9899501-NIHMS1869252-supplement-Table_S4.xlsx-REACTOME_CUTOFF_2_5_TOTAL-HAND1_HAND1	Rummagene Transcription Factor Associations 2026	1.0	null
C2CD4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61226
USP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0148
Lung cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
GALR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14715
Nucleotide excision repair in xeroderma pigmentosum 	WikiPathways Pathways 2024	1.0	null
PMC11459127-pnas.2406837121.sd04.xlsx-Sheet1-AR_AR	Rummagene Transcription Factor Associations 2026	1.0	null
H2AC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35206
SSBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47852
PRMT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31573
TBC1D10B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12778
LYPLA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11967
ATP6V0E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.342
POMGNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17814
NUDT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32189
PELI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.56711
Immune system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.272
NR2F6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30864
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-10_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
Cell type cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
PMC5989213-41467_2018_4462_MOESM8_ESM.xlsx-3-Supplementary_Data_3_List_of_2687_genes_differentially_expressed_between_SETBP1-G870S_and_Empty_293_FLP-In_lines_SETBP1	Rummagene Transcription Factor Associations 2026	1.0	null
Cardiovascular system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.074
PMC4909989-ncomms11840-s2.xlsx-down-regulate-TEAD4-S_YAP_TEAD4	Rummagene Transcription Factor Associations 2026	1.0	null
Cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.521
Endocrine system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.026
Gastrointestinal system cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.197
PMC10864182-41588_2023_1596_MOESM4_ESM.xlsx-ST12_Significant_Genes_combine-Unnamed_1_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
K562_Dacinostat_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0127496
SOHLH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12682
PMC6778131-41467_2019_12494_MOESM13_ESM.xlsx-Figure_S3b-BCL2-MYC_Day_75_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
Developmental disorder of mental health	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.383
BTD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8135