association	dataset	threshold value	standardized value
GSE133087_1_v_2_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100614_PCx_no dementia_TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.0117
RBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31746
GSE150072,GSE169209_6_v_11_qser1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BOD1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23365
ZNF724	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02283
PMC7592539-12885_2020_7456_MOESM4_ESM.xlsx-Sup_TableS3_LMS_del_genes_conf-13q34_1_TP63	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4595011-pgen.1005555.s001.xlsx-BPTF_DOWN-regulated-Gene_name_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE66014_0_v_1_perhexiline_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE196962_2_v_1_parg_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE181966_5_v_3_has2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE48812_3_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6420765-12864_2019_5550_MOESM4_ESM.xlsx-R_D4_vs_D9-gene_id_y_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4387713-supp_gad.255984.114_Table_S5.xlsx-S5F-Up_H3K27me3_DPY30_KD-Unnamed_12_AR	Rummagene Transcription Factor Associations 2026	1.0	null
BHLHE23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83584
GSE210388_2_v_0_ror2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE205163,GSE205164_5_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE246053_1_v_2_hnf4a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE242290_1_v_4_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
DHRS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35349
USP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26915
GSE158431_2_v_3_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE176008_8_v_3_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158197_6_v_3_egfr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE116930,GSE116935_3_v_0_hes7_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE139455_0_v_3_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
VN1R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73002
AASDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45933
ZDHHC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56535
POLE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25371
PMC7608835-aba3058_Table_S4.xlsx-EWS-FLI1_RING1B-Genes_containing_RING1B_EWSR1-FLI1_enhancers_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
CCDC22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55808
CDK12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69626
GSE126127_5_v_4_prmt1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC4595011-pgen.1005555.s001.xlsx-BPTF_DOWN-regulated-Ensembl_gene_id_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE133213_11_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE48812_4_v_10_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
BACH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6649
PGM2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0666
GSE48812_4_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158197_2_v_3_egfr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE196671_5_v_8_obox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140997_4_v_3_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100360_FWM_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.1776
SMARCB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1731
GSE158197_0_v_11_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE205163,GSE205164_3_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE164874_5_v_0_prednisolone_human	RummaGEO Drug Perturbation Signatures	1.0	null
AMOTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22197
ZFX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86602
ECPAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16385
GSE148066,GSE157787_11_v_7_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140997_2_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Mesend_D2_GATA6-dependent-SYMBOL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE158197_0_v_4_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8202205-NIHMS1706275-supplement-Table_S3.xlsx-Day_4_GATA6-dependent_genes-GATA6-dependent_mRNA_expression_Day_4_Definitive_Endoderm_FDR_0_05_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
HAND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23005
ZNHIT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2455
GSE131161_5_v_4_rarres1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RGL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20384
PMC10123531-NIHMS1874945-supplement-Table_S3.xlsx-DAY1_SOX17_peaks-Gene_Name_SOX17	Rummagene Transcription Factor Associations 2026	1.0	null
TLCD3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14432
GSE70499_4_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43066
MTO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15558
PSMD12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48014
ALMS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05273
ZNF79	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72743
GSE211262,GSE211263_0_v_1_pbrm1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE157594_5_v_7_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-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	-2.08225
PMC6420765-12864_2019_5550_MOESM4_ESM.xlsx-R_D4_vs_D9-gene_id_x_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
MACC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08599
RNF44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46444
GSE176008_8_v_5_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148010,GSE148120_3_v_2_tet2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE147664_0_v_1_arid1b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HCFC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12941
GSE149903_0_v_1_myd88_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CENPK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36329
GSE85565_1_v_0_tcf21_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE188721_3_v_4_mesp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TDRD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1566
PCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90503
ENTPD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31938
GSE172020_1_v_3_testosterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NECAB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9623
WWP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18396
PELI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62195
GSE176008_8_v_1_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE84678,GSE93902_3_v_2_bcl11b_human	RummaGEO Gene Perturbation Signatures	1.0	null
PRKRIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52799
CAPRIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6773
GSE129241_4_v_6_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE84462,GSE84762_0_v_1_ezh2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CCNE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02221
GSE199255,GSE199356_3_v_2_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DHRS7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18334
TMTC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2331
GSE216043_3_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE198165,GSE198166_6_v_11_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE157594_3_v_2_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE197555_0_v_3_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PIGQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12803
PTPRCAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4672
GSE165647_5_v_1_cry2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE205163,GSE205164_2_v_0_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE180525,GSE180528_1_v_0_tbx3_human	RummaGEO Gene Perturbation Signatures	1.0	null
SLC26A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65616
IKBKE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46782
GSE205163,GSE205164_3_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SMAD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76659
CDC73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06555
GSE214685_0_v_1_nsun2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE180951_2_v_3_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE126127_0_v_1_prmt1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE156923_2_v_3_rbmx_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE159728,GSE159730_0_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE62843,GSE64370_0_v_1_furan_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Left bundle branch hemiblock	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.157
GSE136232,GSE136234_0_v_1_zpbp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE113106_2_v_5_dnm2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE181517_0_v_1_doxorubicin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE222758_0_v_1_clofazimine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE205163,GSE205164_2_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
INTS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00539
ERCC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34931
DCTN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26467
GSE133087_1_v_0_metformin_human	RummaGEO Drug Perturbation Signatures	-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	-2.01626
ASXL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37188
PMC7617064-EMS151900-supplement-Figure_7_Source_Data.xlsx-HLC_D9_DEG-Logfold_change_threshold_1_0_1_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4595011-pgen.1005555.s001.xlsx-MITF_DOWN-regulated-Ensembl_gene_id_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6420765-12864_2019_5550_MOESM4_ESM.xlsx-R_D4_vs_D9-Row_names_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
CHAD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4773
GSE203308_4_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
chr13_51176489_A_G_b38	GTEx eQTL 2025	1.0	3.41654
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
GSE182770,GSE182784_0_v_1_chd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
COQ10B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00615
SPPL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.21376
GSE140997_10_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE205976,GSE205978_2_v_5_cep83_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TMEM231	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09656
COL16A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40403
GSE198165,GSE198166_0_v_2_zfp266_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PRR7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20753
PMC8423434-mmc7.xlsx-KLF4_HENSM-Genes_n_2172_KLF4	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8423434-mmc7.xlsx-OCT4_HENSM-Genes_n_666_POU5F1	Rummagene Transcription Factor Associations 2026	1.0	null
DDAH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.388
GSE205163,GSE205164_1_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE116930,GSE116935_1_v_6_hes7_human	RummaGEO Gene Perturbation Signatures	1.0	null
PRX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30003
RTCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4978
GSE140997_4_v_6_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
TNS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16359
496100408_PCx_no dementia_TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.06136
GSE149903_0_v_7_myd88_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE172020_0_v_3_testosterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MRPL49	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0877
RAMAC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05743
GSE65617_2_v_3_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE197571_3_v_1_foxm1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140997_4_v_5_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
PANK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22487
GSE211262,GSE211263_3_v_1_pbrm1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
496100335_PCx_no dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.31275
GSE48812_2_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100606_PCx_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	-2.04579
GSE157594_0_v_7_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
METTL25B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15508
GSE205976,GSE205978_3_v_0_cep83_human	RummaGEO Gene Perturbation Signatures	1.0	null
CUTA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19003
PMC9950457-mmc3.xlsx-GRHL2_overexpression_DOWN-gene_GRHL2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE157594_6_v_2_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NFS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5779
GSE155031_6_v_4_dextran_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12616242-can-24-3452_supplementary_table_s4_suppst4.xlsx-EWSR1-FLI1-KDM6B_genes-Genes_associated_to_EWSR1_FLI1-KDM6B_peaks_in_A-673_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
DOHH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48094
496100517_TCx_no dementia_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.29873
PMC4595011-pgen.1005555.s001.xlsx-MITF_DOWN-regulated-Gene_name_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE113106_3_v_5_dnm2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZCCHC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22561
GSE176008_7_v_2_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE235596_0_v_1_pikfyve_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE203308_1_v_10_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SEPTIN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37026
GSE201239_6_v_7_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE205163,GSE205164_9_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE183994_3_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NEK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31452
DR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33741
GSE197571_2_v_1_foxm1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
496100358_HIP_no dementia_TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.23273
GSE154350_1_v_0_ascl2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE223008_9_v_1_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE231720,GSE231724_3_v_1_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
CEP170	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99639
PMC11214527-mmc5.xlsx-TCF4-gene_TCF4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE158197_5_v_4_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE205976,GSE205978_2_v_4_cep83_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE155972_0_v_1_setdb1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ABT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20473
GSE157594_6_v_4_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08058
PDE5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27061
Bardet-Biedl syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.634
ANKFY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18785
RNF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24279
GSE199255,GSE199356_3_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SREK1IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11414
GSE242290_1_v_6_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE181749_2_v_1_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CLDN11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39853
CAPN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36839
DGUOK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57627
CFL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30063
GSE196671_5_v_1_obox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TESK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02564
GSE149903_3_v_2_myd88_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
IFT46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00561
MAPK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37974
FCF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04936
TRIM26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28948
GSE131649_4_v_9_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE138001_0_v_4_rorb_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE149903_4_v_2_myd88_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE140997_10_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198165,GSE198166_6_v_3_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
chr13_51174665_G_T_b38	GTEx eQTL 2025	1.0	1.79597
496100397_PCx_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.18635
GSE144231_4_v_1_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CXorf38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26771
PDE6D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74231
496100368_PCx_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.12161
TOMM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20014
GSE198165,GSE198166_0_v_3_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Bardet-Biedl syndrome 9	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.687
ZNF273	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.88737
CLOCK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02615
DEK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.73116
BRK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08346
496100459_PCx_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.05476
GSE168587,GSE168752_3_v_1_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NFYB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20274
GSE138001_2_v_4_rorb_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE113817_0_v_1_bach1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
IGSF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4157
MREG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69379
CCR10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4579
TNFRSF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70099
GSE223008_6_v_1_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE205163,GSE205164_3_v_7_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE205976,GSE205978_1_v_0_cep83_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10282096-41467_2023_39038_MOESM4_ESM.xlsx-All_genes_Upregulated-ENSG00000177426_TGIF1	Rummagene Transcription Factor Associations 2026	1.0	null
SERINC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62793
IWS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09137
GSE198165,GSE198166_9_v_3_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE125219,GSE125221_4_v_0_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE139455_2_v_3_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE133213_6_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
EYA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37255
FAM98B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53554
GSE57875_1_v_0_hnrnpl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CDYL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.274
ARHGAP11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10139
SRXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16898
GSE216043_11_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7617064-EMS151900-supplement-Extended_Data_Figure_5_Source_Data.xlsx-CLC_D9_DEG-Logfold_change_threshold_1_0_1_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
GSE233049_1_v_0_atf3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE250518_0_v_2_trpm3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE205163,GSE205164_9_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CTDNEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37162
GSE48812_2_v_10_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
TBCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12976
496100652_PCx_probable Alzheimer's disease_TBI_83_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.066
GSE205163,GSE205164_1_v_0_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8423434-mmc7.xlsx-SOX2_Primed-Genes_n_3042_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
EXOSC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16694
DRD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71714
LMNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43382
RBMY1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.091
GSE232558_0_v_1_fbxl12_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE181749_0_v_1_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE213410_2_v_3_calcitriol_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE171311_0_v_1_ellagic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
SFT2D3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04135
CCDC152	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20409
PMC7608835-aba3058_Table_S3.xlsx-324_RING1B-FLI1_notH2Aub-Genes_containing_RING1B_EWSR1-FLI1_peaks_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
CACNA1H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12535
LRRC55	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36085
HPF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01716
ACAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02985
SOWAHC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68846
PMC11058205-42003_2024_6202_MOESM5_ESM.xlsx-Data2c_CEBPA_ChIP-Unnamed_9_CEBPA	Rummagene Transcription Factor Associations 2026	1.0	null
C6orf89	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06172
PITX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15991
NRSN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10699
GSE120200,GSE127269_1_v_2_asxl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10123531-NIHMS1874945-supplement-Table_S6.xlsx-SOX2_BCAT_cobound_peaks-Gene_Name_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
BRSK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32988
496100609_TCx_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.00254
EVI5L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69527
chr13_51170316_G_A_b38	GTEx eQTL 2025	1.0	1.22
GSE149903_0_v_2_myd88_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HUWE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0662
TPCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8329
GSE210580_0_v_7_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MVB12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33191
FHIP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30705
GSE139455_4_v_5_stat3_human	RummaGEO Gene Perturbation Signatures	-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	-2.61733
496100393_HIP_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.15055
GSE140997_4_v_8_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
TES	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04414
GSE183251_4_v_6_cyp2c70_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GLRX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01229
PMC8423434-mmc7.xlsx-SOX2_HENSM-Genes_n_2733_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
UCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.29716
KDM4E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04683
PDLIM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11498
PHF20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26915
GSE144231_4_v_7_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
JOSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54949
POU5F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97587
PMC7592539-12885_2020_7456_MOESM4_ESM.xlsx-Sup_TableS3_LMS_del_genes_conf-13q34_TP63	Rummagene Transcription Factor Associations 2026	1.0	null