association	dataset	threshold value	standardized value
ZNF573	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06681
RND2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41517
DIABLO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2478
GSE212312_2_v_3_fbxw7_human	RummaGEO Gene Perturbation Signatures	-1.0	null
XRCC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31217
496100347_PCx_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.28468
MAPK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35964
Tic disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.154
GARIN1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0548
PARK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83236
AFF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34457
NUSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80935
PNPLA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01115
GSE139948_3_v_6_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Mesend_D2_GATA6-dependent-ENSEMBL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
POU2F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.24261
DVL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11516
INKA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84452
GSE226091,GSE226092_0_v_1_sall1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
C4orf36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65416
DNAJC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.25803
CSNK1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52118
PLXNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55735
GNPTG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34646
GSE210505_0_v_1_sox1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TXK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41458
PMC7397849-supp_gad.338681.120_Supplemental_Table_S3.xlsx-S3M_Peaks_YAP1MAMLD1_TEAD4-Unnamed_11_TEAD4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE127790_4_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LTBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28221
CES2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87037
496100335_PCx_no dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.19096
NANS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84451
FN3KRP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43573
FBLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67381
CHTF18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47092
NPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30704
RBCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01482
CDCA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39502
TUSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9587
ODF2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15979
ZNF414	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12029
GSE168798_0_v_1_isg15_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NEUROD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87815
ZNF469	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9927
CSDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57874
OTX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51177
SRA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12231
KIF4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27838
ZFP92	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23625
YLPM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75253
GSE147876,GSE147877_4_v_7_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
USP28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07256
MSL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51117
GSE186660_2_v_1_nicotine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MIS12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57969
AGTRAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09838
PLPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73913
GSE70935_3_v_5_cyfip1_human	RummaGEO Gene Perturbation Signatures	1.0	null
MMRN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40881
496100637_FWM_possible Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.42748
CCNK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74991
KLHDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66589
GOLGA6L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68182
GSE146074_10_v_3_ly6e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Hallucinogen dependence	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.565
ALDH4A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57167
NEURL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87683
ZNF688	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87239
CHSY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47385
ZNF628	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40601
RELL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32824
GSE139966_1_v_0_figla_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87254
BOLA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48403
CCNB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93669
496100413_FWM_probable Alzheimer's disease_no TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.0268
TCF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98237
BBC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44711
PCDHB13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76513
F2R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89496
ARID4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81512
TSTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59125
POLR2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28638
TSC22D3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69558
ZNF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18285
IP6K1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79516
GSE202284,GSE202289_1_v_4_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PLEKHA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23718
RHOG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83925
USP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71062
CHMP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37451
FBXW9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64366
BHLHE22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37979
GNS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51573
ZNF542P	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73681
PRKAA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13192
NDUFB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63739
FOXJ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82081
MYL12B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17776
TOX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2358
Schizoaffective disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.156
ZNF385B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6281
COQ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27846
GDI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65377
TEPSIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89934
INAVA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80292
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.054
HDAC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86667
SETSIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0208
B4GALT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60826
CEBPZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31942
GSE166169_0_v_3_elp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF862	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.118
SLC25A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67744
AP5B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32535
ELAVL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97737
TEAD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17686
PDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4981
SLC25A24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65729
RFX8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29898
ATRX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56027
FAM220A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90492
ZEB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4742
TBC1D25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76973
ZNF641	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36374
GSE233647_2_v_0_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF423	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02657
TCF7L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05123
YIPF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44068
GSE131377_4_v_2_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ISG20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61431
A4GALT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55816
UHMK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27615
HNF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03253
EEF1G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-7.82121
NMRK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62739
ATP1A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96586
NDUFA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01001
496100531_FWM_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	2.52166
SARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58551
ESRRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.41459
MMP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56132
RNF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07091
ERCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67397
FBXO44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30117
SWI5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48808
ZNF846	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5185
FXR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68729
SRSF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41528
PLK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1215
PLEKHG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87973
GSE154074_2_v_4_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MPI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32755
SUPT3H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92286
SPAG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46281
YRDC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33436
PSMD13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59942
METRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8713
Gilles de la Tourette syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.198
FBXL22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8536
SRRD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.22713
EMP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87587
GOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25211
PLOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68781
SLC15A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54836
WDR26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30413
STK25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79896
WIPF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54211
RFX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76958
ANO8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7162
ZNF449	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99048
RORA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2472
KDM6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48368
MAP1LC3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4279
Intestinal disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.054
DDB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48121
FAM86B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23723
MIER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50388
ADSS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66586
Atypical depressive disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.514
SOCS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09541
TRPM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84564
GDPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.66328
GSE95182_0_v_1_acetaminophen_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
chr8_73278395_T_G_b38	GTEx eQTL 2025	1.0	1.4413
ENTR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96479
BCL2L11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04321
496100459_PCx_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.81038
MEX3C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67507
GSE215351,GSE215794_4_v_0_kdm8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF235	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43123
DDX27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76455
CYP2A13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7242
GSE62843,GSE64371_4_v_3_furan_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
UTY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03709
PMC8709578-elife-69843-supp2.xlsx-MIX_Ctr-Gene_Name_MIXL1	Rummagene Transcription Factor Associations 2026	1.0	null
HNRNPU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07198
SERINC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.01383
KLHL7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54109
BPTF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14764
PMC8709578-elife-69843-supp2.xlsx-MIX_Ctr-Nearest_Ensembl_MIXL1	Rummagene Transcription Factor Associations 2026	1.0	null
SPTAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8119
Inflammatory bowel disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.054
RSAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56885
CELF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85325
ANHX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25832
HIRIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19264
ZNF668	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85367
PRSS16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20176
DLGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43227
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Gene_Name_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
GSPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22108
SYCP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50365
FUBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87164
GSE202284,GSE202289_5_v_4_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100483_FWM_possible Alzheimer's disease_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	5.97065
NMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74926
DBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59702
BAIAP2L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68041
STAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16331
ZBTB40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42044
496100458_FWM_no dementia_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.69947
RAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17238
MON1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0845
RAD52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6474
RAB3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58543
GSE228263_0_v_1_elesclomol_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100389_HIP_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.71691
Disease of anatomical entity	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.054
GPC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80735
MARK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4655
PMC7397849-supp_gad.338681.120_Supplemental_Table_S3.xlsx-S3L_Peaks_2SA-YAP1_TEAD4-Unnamed_14_TEAD4	Rummagene Transcription Factor Associations 2026	1.0	null
ZGPAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37265
SLC17A9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45532
GSE88819_1_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RB1CC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86846
BEND3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79365
ARSD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90967
ZNF816	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22715
GNB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11103
TIAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21924
CDKN2AIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40793
GSE153064,GSE153065_1_v_2_hdac3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE173873_1_v_3_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MCFD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82258
PDF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.46588
GMPS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85234
PMC11216188-peerj-12-17616-s013.pdf-158-MSC-AS1_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE60367_2_v_1_cxcr4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE88819_1_v_12_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DDX42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37235
FBXL16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93405
TWSG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50776
COQ5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51814
NUDT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68763
496100609_TCx_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.04309
TADA2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40553
AEBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5729
CDK2AP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48942
GSE173578_1_v_0_atf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RTN4R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55911
SUDS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31329
GSE147876,GSE147877_2_v_7_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE171837_3_v_1_bortezomib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ARHGEF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45699
ZNF35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95296
GSE88819_1_v_4_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TENT4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07044
KMT2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51715
KLK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77323
NAGLU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.12198
496100439_PCx_no dementia_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.33647
SP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78782
CLCN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20837
RBM41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50207
AUP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96111
DNAJC13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21882
SRSF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4571
PTCH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91041
TMX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70805
CCDC113	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50246
GSE174498,GSE174500_2_v_7_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TSEN54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29179
CXCL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68224
MAP2K3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18392
Cannabis dependence	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.567
PRDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04936
CNPY3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42252
GSE152050,GSE152052_1_v_0_arid1a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PPP6R3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28427
GLYCTK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8059
GP1BA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40299
EZH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21987
TCF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42684
GSE171837_3_v_2_bortezomib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ESRRG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38277
SF3B6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32694
EHBP1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71285
KLK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85734
PACSIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15032
ASRGL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01882
CD40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70579
PAQR7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32347
SH3BP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26681
KRT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.319
C18orf32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51478
H3C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69885
EFNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45684
CTPS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37441
ZBTB39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88537
Drug dependence	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.139
FAM118A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11852
ZNF174	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40686
GPR19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25459
SEMA4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23244
PCYOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.37162
ATPAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60504
RHOXF2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10149
ATM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67878
HYAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83772
STOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60371
VCPKMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84921
TBCCD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80398
ZNF442	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13405
CUL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68495
OTUD6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96463
CACNG8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50749
HINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78723
GSE74528_0_v_1_trex2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CCDC24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4798
496100420_PCx_probable Alzheimer's disease_no TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.45568
NANOS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56682
ZBED5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7337
DHRS4L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3019
UBALD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87046
GSE158320,GSE183351_2_v_3_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100391_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.99213
NR2F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88045
SCMH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12993
FOXD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0189
GOLPH3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25121
UBL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48348
SFRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34031
ESR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68699
RGS14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97119
GSE133329_2_v_3_trim28_human	RummaGEO Gene Perturbation Signatures	1.0	null
DEAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09483
RAD54L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58983
SAMD4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23147
NUP43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5868
ZBTB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35796
MEOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15308
LLGL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36294
GSE60837_0_v_3_bcl9_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IRF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1051
THAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71039
GSE84462,GSE84762_0_v_7_ezh2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AGRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95411
RANBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03432
IL6ST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81258
ZBTB12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15133
CHPF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76109
GSE93674_2_v_0_ezh2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
C1QL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.2152
RBBP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91647
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Mesend_D2_GATA6-dependent-SYMBOL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
STMN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90191
KLHDC8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55611
GATD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62177
FHOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37771
YAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5319
UTP14C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49516
AHR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8502
GSE229309,GSE229314_4_v_1_elavl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
SMARCA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82628
ASXL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37188
GATAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97155
SHISA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4056
GSE164521_0_v_1_nitric oxide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
EDEM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36973
POU2AF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11033
S100A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42539
GSE152055_2_v_3_mpc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PTEN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79395
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
ZMYND19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99101
SSB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55587
ZNF665	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58943
ERLIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42523
TSPAN14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40616
SHLD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24847
ABCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61281
SEPHS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54732
SERPINB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98646
PDS5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20947
GSE202284,GSE202289_12_v_4_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NECTIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50243
TM7SF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76279
GSE176008_4_v_2_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FBXO9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49506
DUX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5201
EID3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82615
BBS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72138
NKX2-3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80208
HOXA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83823
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
C3orf62	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79613
GSE88819_6_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27464
SYT13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8566
PRKAG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64943
GSE202284,GSE202289_3_v_4_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE174498,GSE174500_2_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
POLL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.25083
SCRN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88138
GSE226091,GSE226092_0_v_4_sall1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_E2_1h-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
PITPNC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.887
RFX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.306
PPP1R14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04314
PMC10709143-41556_2023_1271_MOESM9_ESM.xls-Up_in_PAX7--Target_name_PAX7	Rummagene Transcription Factor Associations 2026	1.0	null
NR2F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6048
DAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19516
DDT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03755
496100358_HIP_no dementia_TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	5.33301
SLC49A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20887
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	2.7868
SFXN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85499
MCIDAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48644
WDCP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45193
AP1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62321
DND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06314
LRIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81322
CCNP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61385
GSE77108_8_v_7_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7397849-supp_gad.338681.120_Supplemental_Table_S3.xlsx-S3L_Peaks_2SA-YAP1_TEAD4-Unnamed_11_TEAD4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE199874_4_v_5_gabpb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE222758_0_v_4_clofazimine_human	RummaGEO Drug Perturbation Signatures	1.0	null
TOX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64595
GSE127790_10_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CHP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45852
GSE101537_4_v_2_neurog3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HES6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33827
WDR75	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22282
PHF21B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20959
SETMAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49428
ELP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13294
SMYD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34159
SPIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72402
TIMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21922
C1orf74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41619
UBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00102
RAD51AP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89282
DNAJC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55534
ALX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97056
SFRP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52761
FOXD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40629
HPRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07963
FYTTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66816
GSE217405_0_v_2_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ACTL10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49671
TLNRD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28686
GSE216147_0_v_3_rbm20_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03702
GOPC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7943
YWHAG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66729
GSE128563_2_v_5_venetoclax_human	RummaGEO Drug Perturbation Signatures	1.0	null
PHF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19943
BTG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80699
GSE88819_1_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_1_v_2_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE154074_2_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PPIG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05138
FMR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2158
GAL3ST4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08425
ZNF227	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20543
RPH3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53027
SEC61A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81406
GSE88819_0_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GPX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4158
RNF227	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92939
REV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68429
BET1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68098
DXO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66661
RTL8C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83512
MAN2A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89868
TEX30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40798
MBOAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15992
NIPSNAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22408
SHROOM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14531
TMEM179B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98841
AKAP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7566
FOXO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09267
H1-8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71125
ZNF565	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59642
CIR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32206
FURIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76925
GSE224969,GSE224971_3_v_5_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DSC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17428
MESP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13206
FOXN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88783
ZNF674	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80907
ZNF655	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68124
GSE154081_3_v_2_sildenafil_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
C1orf174	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60358
CYB5R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18763
CLIC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06341
GSE140576_0_v_2_plag1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DUSP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08819
ARID1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92579
ELK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8175
MAPK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4306
FBN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52317
SLC35C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08874
GSE228162_2_v_5_nr2f6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95526
ZNF683	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13062
CEP57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12064
ZGLP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02258
WSB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42476
GRHL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19482
FBXO22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6793
ZNF470	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44205
ZNF415	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93936
NID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2043
TARDBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60271
THUMPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46398
MTMR12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78189
ADM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78994
FOXO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18441
Nicotine dependence	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.082
ALKBH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09161
GATA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54697
RARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41922
496100555_TCx_no dementia_no TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.23452
GOLT1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59797
HELLS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6043
GSE226091,GSE226092_3_v_1_sall1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43888
ZNF587B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46631
ZNF875	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08366
GSE154074_5_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CTNNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84713
GSE101112_6_v_4_j147_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
HOOK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67357
LPP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7796
TRIL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92216
TKT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54736
Crohn's disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.054
496100538_HIP_no dementia_no TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.95386
CHMP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28634
SMPDL3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8931
ZNF330	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17699
STON2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89636
SLC2A14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9788
SYT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49344
ZNF18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6695
MECR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30218
GSE237040_4_v_1_notch3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Gastrointestinal system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.054
IFT57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11949
EDC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40896
ADCYAP1R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16251
GSE186440,GSE186443_3_v_7_daxx_human	RummaGEO Gene Perturbation Signatures	1.0	null
ACE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18399
TGFBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75271
ZNF133	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47282
PGAM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82824
GSE62843,GSE64371_2_v_3_furan_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MRPL15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72006
TMEM98	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24459
SH3GLB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69872
GSE215351,GSE215794_7_v_0_kdm8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PI4K2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70991
CHST14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80115
USP6NL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31602
METTL21C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65522
H2BC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29002
GSE127252_2_v_3_sulforaphane_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
DUSP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31864
HSPA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69775
LEPROT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51776
PRR22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8394
MFAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9641
SPNS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5917
ATXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87128
BMF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90655
ZNF81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19508
SF3B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4498
GSE217405_0_v_2_osimertinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
APTX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87012
NRM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86407
GSE165682_2_v_1_ptbp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SLC30A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85873
SKP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44428
ZNF326	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33991
ITM2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31665
CCDC102A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49627
EP400	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73985
ABL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20406
AP5S1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56059
GSE176008_4_v_1_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LDOC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32933
GSE228894_0_v_2_rnmt_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RND3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02787
TINF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.09194
MCCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08087
ADAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93869
RCOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78645
STARD3NL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96181
GSE133329_0_v_3_trim28_human	RummaGEO Gene Perturbation Signatures	1.0	null
TBL1X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38313
PEX13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12123
HMMR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26678
GSE215351,GSE215794_4_v_3_kdm8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RCOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74428
FZR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22105
PMC7397849-supp_gad.338681.120_Supplemental_Table_S3.xlsx-S3M_Peaks_YAP1MAMLD1_TEAD4-Unnamed_14_TEAD4	Rummagene Transcription Factor Associations 2026	1.0	null