association	dataset	threshold value	standardized value
CACYBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00997
ZNF680	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46246
ILF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76655
GMPS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85234
MRPL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5755
PMC11627398-pone.0315219.s005.xlsx-MTF1-symbol_MTF1	Rummagene Transcription Factor Associations 2026	1.0	null
NFATC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42591
CKAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45398
RAB18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84957
496100644_HIP_probable Alzheimer's disease_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.42734
FASLG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10088
MDFI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01168
GSE88819_6_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NR2E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13236
MRGPRF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44295
HUS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28316
LIG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29009
SARM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88645
RBPJ	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6724
WDR48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62608
ZNF280D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13373
SEC11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11401
496100353_HIP_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.68171
MYOD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.4584
ODC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34512
PMC9378714-41467_2022_31999_MOESM10_ESM.xlsx-Supplementary_Data_7-Supplementary_Data_7_Collation_of_genes_possible_regulated_or_co-expressed_with_ELF5_ELF5	Rummagene Transcription Factor Associations 2026	1.0	null
KLHL25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42296
ANAPC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78599
GSE88819_0_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
VPS52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0079
RPA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75863
UBXN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58143
YY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78275
Tcf21	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.1433
UQCRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13407
SAPCD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47001
ABCD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09711
Nr2e3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.9565
PMC3470785-NIHMS377161-supplement-3.pdf-592-ZNF597_ZNF597	Rummagene Transcription Factor Associations 2026	1.0	null
C10orf105	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38981
OTULINL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77083
PMC12179083-Table_6.xlsx-VCF_Variants_Master_File-Gene_symbol_TBX1	Rummagene Transcription Factor Associations 2026	1.0	null
Hmx2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.76
SIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40425
TBX18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.5584
AFF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51668
MEF2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71949
DNAJB14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21288
WDR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22377
MAFK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.2307
SOCS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92837
SPEG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74728
TNFRSF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41798
HROB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46146
PHGDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1751
MAFA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.9555
CERS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57571
RPUSD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34398
SUCLG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81079
NCLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22194
RPH3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53027
PEX13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12123
JUN::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8786
ZDHHC13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00998
IGLON5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44853
Ptf1a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	58.4767
SPO11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12058
CORO2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23119
ZIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13596
ITPR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50531
NARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60528
9+2 motile cilium	GO Cellular Component Annotations 2025	1.0	null
ZNF347	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93872
GSE186471_1_v_2_carnosol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOSB::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.6639
KRT19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41478
XPO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07526
MAP1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70969
GEN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54516
GSE140997_4_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ERICH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91864
MDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44617
VWA5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81596
COQ8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51311
CIC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75025
JRKL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.3922
MSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.2508
C2CD4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32719
RUNX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.1928
INO80D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8635
ZBTB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48334
TRIM56	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86008
BNC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4093
UBN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23788
EP400	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73985
GSE131649_4_v_0_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TAF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6493
MAPK13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61472
BLTP3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89614
NXN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56923
GSE154350_1_v_0_ascl2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TFDP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59695
496100597_HIP_dementia_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.89057
SLC39A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34239
RNF41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7077
ESRRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7903
Hoxa13	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	29.1232
HSPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48875
PRKAA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13192
PEG10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40482
GSE180185_7_v_1_setbp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57298
CA12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9781
Nr5a2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.0791
SPCS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7594
L3MBTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7246
496100538_HIP_no dementia_no TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.44244
TIGD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75784
ANKRD33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99739
MYRFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.0212
SCRT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83542
ZNF467	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65467
COPS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15546
ZNG1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78622
REXO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70702
POU2F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88771
REXO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63354
CAND2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5071
CCDC85B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0969
TMEM160	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66574
PRKAG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64943
SPOP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61849
CTBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33791
PHLPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8616
APOE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82522
ARHGEF35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28593
PSMD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77599
DYRK1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67181
ACOT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40562
PHKA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48959
MCAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54429
NFATC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.385
SURF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42513
ACSM2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81546
GSE131377_1_v_3_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43074
F11R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0751
UNC13D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96322
CYB5D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96507
MCOLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88252
GPR160	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82315
ATXN7L3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82286
AKT1S1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2699
SIRT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73302
LYSET	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16806
FURIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76925
496100671_HIP_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.01247
DUSP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95905
CPEB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67631
IRF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.17794
TBR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3097
FAM98C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96323
DNAJB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03719
MSMO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36099
496100355_HIP_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.39323
MAJIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71959
IRF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41346
SALL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97003
RFX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9144
YDJC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2559
FAM219B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8895
GSE233679_5_v_13_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ARGFX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73089
ZFX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86602
PMC4823830-ncomms11171-s4.xlsx-high_in_shRNA_TCF1-GeneSymbol_HNF1A	Rummagene Transcription Factor Associations 2026	1.0	null
XRN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65371
MAIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63045
TENT5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13383
GSE88819_1_v_12_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GNB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11103
ERCC6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24832
H4C5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.57907
HMBOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25883
MYO18A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34277
WDR62	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74021
DCK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65705
ZNF580	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.47541
CDCA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2292
Bach1::Mafk	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.7895
TBC1D13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41185
TFCP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.814
HOOK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50203
CECR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9119
OSBPL1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96544
GPR27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66196
GSE188870,GSE188871_0_v_3_kat7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KLHDC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13088
MVD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40365
PRDM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70192
CCDC120	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76423
CDK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58298
UBL4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93928
MDM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10934
TRIM37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13154
TDRD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57512
MPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72316
SOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99377
RORA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.0622
GSE205163,GSE205164_3_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
SCAMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27164
NUP188	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68355
SEPTIN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37088
SOX15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46864
BPNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47671
ZNF460	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81345
CACFD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78009
QSOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.39351
496100523_HIP_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	2.03897
BABAM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96271
ATP6V0D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26496
THAP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54927
ACOT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07038
LRP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44991
IFNGR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74611
ZNF629	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4542
CBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00168
JTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84568
DLX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34453
NR4A2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.3559
MRPL51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93358
H3C4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23516
GSE240645_3_v_2_u90926_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KCTD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70334
ARHGDIG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65534
ASMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44095
TBX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35593
ZNF577	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3617
ZNF155	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07716
TDRD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94009
SNAI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35967
SOX10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.38
TAL1::TCF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2045
ICAM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89375
JDP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2713
496100372_HIP_dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.57623
MFAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30664
TMSB15A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01922
PMC5918774-13287_2018_864_MOESM2_ESM.xls-sheet-hREPC_AND_AF_MSC_AND_UM51_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
CYRIB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49589
ADCY5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.21864
TMCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09184
COMMD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87341
NFKBIB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80646
MRTFA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65115
COA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27302
496100392_HIP_dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.69092
TTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35869
PNMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.28566
chr1_12726103_G_A_b38	GTEx eQTL 2025	1.0	1.47822
NPIPA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75638
Foxj2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.0889
ATXN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30338
SYCP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50365
GALNT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59607
DPPA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67047
PURA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2762
APOBEC3C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.2701
HMCES	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89816
TMEM37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34728
GSE229309,GSE229314_4_v_1_elavl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
RDH10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35328
ZNF136	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2077
PRPF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29125
ZNF831	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65867
ZMYM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51619
PLEKHG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45158
ZNF133	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47282
DAZAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89667
YKT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61958
TP63	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.3994
SUMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43279
KCNE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07069
PGAM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91853
PMC5497057-ncomms15921-s2.xlsx-AA_PCa_vs_AA_NP-Unnamed_2_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
PDXDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5207
SETD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.58792
Bhlha15	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.1191
RBM23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23082
CENPVL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73532
NEUROG2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.5322
GSE210885_3_v_1_klf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ETV2::HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.5524
VIRMA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2249
S1PR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35939
NCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14948
CDK8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56723
AKNA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14372
CCT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49091
SERPINE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41446
MYF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.0914
KNTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27656
RASA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94826
GGH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91359
PPP2R1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14774
GSE131649_4_v_5_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF730	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0564
ATP6AP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64522
POU1F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.0832
FICD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52566
ZNF75A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87774
NADK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21889
Nr5a1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.2855
SNRNP200	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24322
REL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46616
TBX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3801
SCARA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80312
DAXX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41067
GSE240645_1_v_0_u90926_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PPP1R13B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36815
BHLHE23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35739
ZNF423	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02657
PPP1R7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16213
TLX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76489
KCNG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58748
TPGS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62852
DNM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18047
NSMF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15958
DCUN1D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16985
RAB6D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27261
ECEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.878
SNAI2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6781
Foxj3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.5236
FZD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69778
YPEL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95307
GUCA1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81151
EZH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82215
Hoxd13	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	34.3324
MRPL50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64013
Pou5f1::Sox2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.9614
PMC12179083-Table_6.xlsx-VCF_Variants_Master_File-Gene_TBX1	Rummagene Transcription Factor Associations 2026	1.0	null
ABI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36399
PRDX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39791
496100445_HIP_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.17847
TIPARP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89827
FOXA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15058
NEUROD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.4058
SLC5A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38869
ZNF652	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6609
OTOL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27617
Rhox11	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.0581
GSE191105_2_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CTSK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03232
SMARCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66486
GSE160817_7_v_9_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CRTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60389
LARP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85863
NUDT18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65701
TPI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62999
PPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99371
CCNB1IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32531
NRAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01107
ELK1::HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9148
GPRASP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91158
GM2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11516
FOXB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21957
LEPROTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99473
ZNF34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5353
SEC16A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97598
DNASE1L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56096
ZNF330	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17699
APH1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46543
ESRRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.4134
ITSN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53646
PLS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99186
496100491_HIP_no dementia_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.009
PFDN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22112
PHRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15135
496100339_HIP_no dementia_TBI_79_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.33949
KLF9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58137
ZNF558	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38331
ATRAID	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28415
ADAMTS10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25943
UPK3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89632
CCNJL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52566
ZFP42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.50094
MAF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.4674
ZNF445	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15565
JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.4764
DHFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73829
PELI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58757
SSBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71114
ASGR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23004
ATP1B3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69175
GSE178340_5_v_2_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ANG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04961
PARP16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41533
Prdm4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.7248
496100396_HIP_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.48381
ARSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4173
GSE191105_2_v_4_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PLPBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89867
ZNF649	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17321
GATA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.5957
496100312_HIP_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	2.96002
TBC1D25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76973
ZBTB18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.9129
FN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82375
PACSIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15032
SLC8B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71178
Sox5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.2742
PMC11214527-mmc5.xlsx-ADNP-gene_ADNP	Rummagene Transcription Factor Associations 2026	1.0	null
RBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55584
TOR3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45469
GSE218060_1_v_0_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PRRT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13279
RTN4IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88166
CD151	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07706
SOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.2614
C1orf198	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82549
MYOZ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3112
POLB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59349
TASOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44223
KIAA2026	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89814
ZNF677	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46827
GNB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71648
LDHA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70549
GSE135350_3_v_7_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10170086-41598_2023_34519_MOESM6_ESM.xlsx-Shee2-The_differentially_expressed_genes_between_the_BARX2_high_and_BARX2_low_group_of_LIHC_patients_BARX2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE156907,GSE160237_1_v_0_pten_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GRHL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.362
MYF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5571
496100388_HIP_probable Alzheimer's disease_no TBI_87_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.15795
MYOG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.5421
PCSK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98768
PMC10170086-41598_2023_34519_MOESM6_ESM.xlsx-Sheet3-The_overlapping_genes_between_significantly_co-expressed_genes_and_significantly_differentially_expressed_genes_of_BARX2_in_LIHC_BARX2	Rummagene Transcription Factor Associations 2026	1.0	null
RNASEH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95822
EHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47316
PMC10742386-pnas.2311372120.sd05.xlsx-GCM1_EVT-Gene_Symbol_GCM1	Rummagene Transcription Factor Associations 2026	1.0	null
IRX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32525
TXNRD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57442
GSE226249_2_v_1_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
ATF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2801
IGF1R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53277
Pax7	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.1749
ZNHIT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50359
RAB3D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.43274
TXLNA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67228
NOB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9819
LRP12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55914
EN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81174
SRRM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74395
ODF2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15979
FLVCR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8669
PRMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98647
AURKAIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83564
CALM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28035
TRAF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50551
TSSK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98452
GSE191105_0_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ALX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60578
COL9A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44012
TSEN54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29179
GSE214212_2_v_0_chd6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SPINDOC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78715
PDK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36015
FAM111B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8345
MBD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.37547
EIF2AK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80688
TMX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61743
TFAP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.6399
VKORC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69721
HOXA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83823
Foxf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.3037
DNAJB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60007
496100539_HIP_probable Alzheimer's disease_TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.30135
MAF::NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.5606
GSE186440,GSE186443_1_v_5_daxx_human	RummaGEO Gene Perturbation Signatures	1.0	null
SOX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5864
FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2152
PRDX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4375
AP3D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65996
LRFN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51812
SUGT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46343
RALBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53416
496100645_HIP_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.67383
MON1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24841
ADAMTS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02277
TXNL4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34297
HOXB5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.8756
DAGLA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64452
CRABP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89782
MRM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68575
ERV3-1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34765
MAP4K2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40374
EPB41L5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91821
GLUD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77879
TMEM165	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52885
HSPB8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39139
FKTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.2239
GSE224556,GSE224557_8_v_1_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8046804-41467_2021_22478_MOESM11_ESM.xlsx-Del_AA-TCGA-Unnamed_6_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE205163,GSE205164_2_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZFP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14469
EMC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96034
H1-5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68552
RIPPLY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62732
ERP44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23484
AGL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95729
SYNJ2BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35357
GATD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62177
SOX13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4145
SOX15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.235
LSM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15465
YBEY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6745
RFX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.1441
GSX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5368
NR3C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94227
ETV5::FOXO1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3616
HAGHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48327
PSMD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32488
Foxo3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.231
GPR162	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96946
PRICKLE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62038
PHF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69601
GSE88819_1_v_2_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PAGE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45006
PMC8387919-mmc2.xlsx-ST6_NEUROG3-KO_downreg-Unnamed_4_NEUROG3	Rummagene Transcription Factor Associations 2026	1.0	null
SUPT4H1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94423
NOSIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58368
PGR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65799
UBR7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78125
RAD51D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77718
ANKRD52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45422
THBD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50735
PROCR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16111
PATZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60777
PGBD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3781
ZFPM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51232
NUDT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95203
ZFP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14807
GDPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6012
GSE140997_4_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NRBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37288
TENT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32226
ZNF157	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.959
GALM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20911
FOSL2::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.4492
AMPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55921
SPNS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5917
TMEM120B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15158
APLP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04737
FNDC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83312
HADHA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67398
AS3MT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76768
SLC16A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6199
496100584_HIP_probable Alzheimer's disease_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.59318
GSE88819_1_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100470_HIP_possible Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.13576
RUNX1T1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82772
ZNF396	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75907
MAP3K4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49255
GSE179036_1_v_0_trim24_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PCDHB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78783
BAIAP2L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68041
DNMT3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04158
SLC4A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03133
AGAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53959
BARHL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.3004
RFX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.1277
LTBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28221
PMC8387919-mmc2.xlsx-ST6_NEUROG3-KO_downreg-Supplemental_Table_6_Genes_downregulated_in_NEUROG3-_-_hESC_line_differentiated_to_pancreatic_endocrine_progenitors_d13_NEUROG3	Rummagene Transcription Factor Associations 2026	1.0	null
Sox1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.6928
PMC5749161-supp_gad.305813.117_Supplemental_Table_S2.xlsx-CLOCK_DEG_database-Supplemental_Table_S2_Differentially_expressed_genes_database_and_gene_set_intersections_CLOCK	Rummagene Transcription Factor Associations 2026	1.0	null
EPHX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14487
GTF2H2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95795
496100519_HIP_probable Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.17885
SAAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29836
496100582_HIP_probable Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.05578
SNX30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45506
RNF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15428
ZNF85	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19892
IGSF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.37193
MTMR9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3
SOX11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4362
H2BC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08968
ASCL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	64.2905
CDK2AP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83059
NBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36612
INTS11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97501
PARP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58461
RIOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14777
UTP20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96201
GSE261563_9_v_1_atrx_human	RummaGEO Gene Perturbation Signatures	1.0	null
CREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4224
GSE148252_2_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SCAI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84631
GSE210655_3_v_0_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE135350_3_v_4_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HSFX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21444
DDX53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27041
BHLHE22	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.2782
FAM83F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53553
MECP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.602
Hic1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.698
XRCC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31217
SEZ6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19089
PMC8766486-42003_2021_2990_MOESM3_ESM.xlsx-ST12-Unnamed_8_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
MPHOSPH8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.34697
CLDN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50966
SCARF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37475
CRY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94589
MYBPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86971
SEPTIN8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68569
CYP26A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09472
NUDT22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58716
LARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30735
RDH11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67712
ZNF141	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11876
GSE157960_0_v_3_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MRPS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53897
FKBP14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95318
GSE157960_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ABRACL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32966
MRPS25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26179
DRGX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42145
TNNI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1451
CBX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02394
DEK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73116
SEPTIN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.2557
496100576_HIP_dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.93864
IGFBPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6322
ENDOV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.33253
TRIM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05181
GSE207433_2_v_3_crtc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LRRC20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25695
ADAMTS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53493
ASB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80041
TRIO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88726
Vdr	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.428
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.9437
NR2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.9061
TBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94722
RBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78688
BTBD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80087
NAXD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30545
POU6F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.5218
GSK3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40894
SULT1C4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02975
PHLDA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21569
CYYR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18977
HSPB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07905
AFF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30355
496100478_HIP_dementia_TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.33352
GSE81796_0_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8481886-Table_2.xlsx-A_subsets-AF_MSC_UdRPC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF184	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.3105
SERPING1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20142
SUPT7L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65541
FGFRL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57037
SIX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.3132
JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.6521
PALD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92898
PTBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8022
BBC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44711
TTPAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70096
SENP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76378
NONO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79081
H4C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17355
ZNF791	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77529
GSE88819_1_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ATOH7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2173
LRRC55	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76515
ZBTB48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83607
NDRG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53593
MYBL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.8762
TEKT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92586
IBTK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38927
PDZD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.27929
SOX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31087
PDPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20661
SSR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78645
NR4A1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.8629
GSE205163,GSE205164_5_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CCL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21692
Foxl2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.1765
ARFIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94123
SKIDA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02125
ZNF814	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30862
SPR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36542
GAS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77188
NRL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.7077
ZNF799	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87542
ADAM17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1056
TANGO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00308
LHX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03187
PAWR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15055
EMC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.6493
PTPRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54573
VSIG10L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35089
FAM168A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79749
APOBEC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28111
FEZF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52078
AGO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.046
BBS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72138
Esophagus - Gastroesophageal Junction	GTEx Tissue Gene Expression Profiles 2023	1.0	7.20907
EXT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51586
PEMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72622
BPTF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14764
SLC30A9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94244
FUBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87164
SPATA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99387
PHOSPHO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9306
CENPJ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62373
RINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90885
KDR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75817
RORB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.2418
HSPA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66477
TMEM92	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7817
TMED4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55973
GSE210655_3_v_5_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
TMEM245	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97223
PEBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64743
VOPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23298
RFX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.5638
ZC3H3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31037
ZNF701	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63261
PKIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32443
MECOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28401
RFXAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47476
RNF144A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44388
ME2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83721
TMEM54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7054
PMC6879454-Data_Sheet_1.xlsx-AA_disease-Unnamed_4_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE191021_1_v_0_nono_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE119978,GSE180930_6_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE65617_2_v_3_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MYOG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98166
USP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71062
CAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51978
CERS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93716
PCBD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22196
ARFGEF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87184
ABHD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90799
GSE213632_0_v_6_acod1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AP2A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39062
ZNF35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95296
Sox7	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.9284
PHIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27313
Nfe2l2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.073
GSE178340_1_v_2_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE88819_1_v_4_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100434_HIP_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.90253
SSBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99245
SLC27A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8402
GSE88819_7_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LIG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68769
ROMO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.06257
DQX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37902
PTK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95954
PSKH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55992
IDE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82469
LANCL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17634
SRSF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4571
MRPS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73969
TAGLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78441
CNIH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79693
PRR12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31636
NANP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1239
PSME4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3486
LGI4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47105
GSE191105_0_v_4_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF594	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3464
GALT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62708
sperm flagellum	GO Cellular Component Annotations 2025	1.0	null
PYGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15984
GLCCI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58724
GSE154936_3_v_2_remdesivir_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE204832_0_v_1_imiquimod_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MED10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49974
TMEM186	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29394
PPP3R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11573
PMC10115638-41591_2023_2255_MOESM4_ESM.xlsx-CNS_NB_FOXR2_deletions-Unnamed_2_FOXR2	Rummagene Transcription Factor Associations 2026	1.0	null
Sox17	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.3903
POU4F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.8549
TRPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51952
SRSF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1475
GSE129241_4_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
EOMES	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.0274
SIX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48475
SLC15A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22544
SPZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2995
Yy1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.6053
ANO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98517
IFT20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.53266
BAG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09916
CSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11119
PMC6335596-mmc2.xlsx-RNA-seq_Day_12_GATA6_Het-Genes_significantly_differentially_expressed_between_H9_and_GATA6_4ins_at_day_12_in_RNA-seq_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11282827-40659_2024_524_MOESM5_ESM.xlsx-TAL1-sequence_name_TAL1	Rummagene Transcription Factor Associations 2026	1.0	null
MATCAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5208
POU2F1::SOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.1571
Foxo1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.6964
RIPOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11223
GSE81796_0_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
LMO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09325
GSE254649_3_v_0_cstf2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SH3YL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26355
HAS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52291
ARPC1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14833
CTCF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23693
CRB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12061
LYL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29617
TAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.795
TWIST1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.7177
NR1I3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.2723
GRHL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.1594
MRM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1509
ETV6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63449
C16orf86	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00585
SPART	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84878
ZNF189	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19874
ZNF384	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20175
FOS::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.6445
NEFH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44261
ARGFX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6463
NDOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76551
ZNF780B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69953
HSDL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34264
ZNF547	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.0664
ASF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24605
FES	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86586
RUSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62171
GSE205163,GSE205164_5_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC6335596-mmc2.xlsx-RNA-seq_Day_12_GATA6_Het-Unnamed_12_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
496100480_HIP_no dementia_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	5.87914
SNX22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31512
ACADM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09221
INCA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86595
MEF2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3512
ZNF214	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.771
Gut microbiota (bacterial taxa, hurdle binary method)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.522185
DBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59702
HAGH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81742
BAZ1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55682
496100294_HIP_possible Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.43891
KCNC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08389
NELFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18391
GATA1::TAL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4612