association	dataset	threshold value	standardized value
AGER	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2585
GALNT12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97123
LRSAM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98469
TYMS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.68373
PCGF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90308
EIF4EBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83481
ADIPOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44085
USF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19076
NUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7888
Bacteriocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.161
LRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84591
NOG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7732
PRDM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42027
PHC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82962
FKBP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82367
FAM50A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84378
ZDHHC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75209
PAX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.9811
TCL1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6009
HDAC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07765
MEF2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21937
TFG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44266
SETD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97687
CCDC71	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76428
CSDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61523
NUP50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85684
KIF4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27838
MTHFD1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69258
TMEM109	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36795
SHKBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28904
ST14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59268
SPATA24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.35086
MYO10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02873
DMAC2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28399
PURA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48014
ATF7IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37915
GSE153867_6_v_4_olaparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SMNDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21312
PMC8844187-Table_2.xlsx-prostate-DLX1_DLX1	Rummagene Transcription Factor Associations 2026	1.0	null
APOBEC3D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37142
TNFRSF13C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39368
NHLRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20928
PPP3R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.11573
Subesophageal ganglion	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.056
PLAGL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	65.4431
CCDC153	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52988
ZBTB6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.30226
SMTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95441
H3C7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19464
PRPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95977
ZNF750	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91298
ERCC6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24832
ZNF71	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29224
SSBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99245
BOP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84631
ZNF300	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86258
ZMYND8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16843
ZBTB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26647
GSE101239_4_v_6_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6930440-jcav11p0520s3.xlsx-MI_vs_FG-Unnamed_0_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
CCN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04704
IRX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.09264
ACTMAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15255
PDLIM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32466
MTMR14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75913
TMEM80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26956
GSE205976,GSE205978_1_v_4_cep83_human	RummaGEO Gene Perturbation Signatures	1.0	null
PYCR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05096
voltage-gated calcium channel complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.942
SON	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03847
SLC48A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17293
RUNX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3537
PKN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83714
PMC11252405-41467_2024_50426_MOESM4_ESM.xlsx-Fig_S4c-CTCF_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
EBF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.64069
TPM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.52953
CENPX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29852
ZNF491	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18512
SCG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09765
Cytoplasm	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
TXN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67179
SKOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9195
COX5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47355
CYP27C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38752
LAMTOR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04416
MRRF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04924
GSE77108_0_v_9_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PGM2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25319
p4	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.974
ANKRD13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.59421
TMEM94	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05046
ZNF99	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79758
NCOA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.68219
RAB7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52072
PPP3CA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99827
POU2F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88771
PEX13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12123
PELP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90393
GSE210388_2_v_0_ror2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
H2AC19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47255
CHORDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.808
CGN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36184
TIMM50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50593
PPP2R5E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01238
ZNF157	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.1586
ETV6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.8986
TCF23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6617
496100407_FWM_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.88496
HOXC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27573
ENDOU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84522
ZNF770	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.0146
DNAJB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18979
TUBB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49798
BIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42502
VPS9D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82341
THAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7665
SNRPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.3201
RREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	127.636
TCF20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05139
GSE202434,GSE202438_9_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PANX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52951
CMBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41909
Cytosolic small ribosomal subunit	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.157
GSE216043_3_v_9_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BABAM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96271
ERCC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96601
PRM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40159
intracellular membraneless organelle	GO Cellular Component Annotations 2025	1.0	null
CRLS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7971
DMKN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54404
SMAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92081
DNAJC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51474
SLC45A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89689
DAB2IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52695
TOB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.3018
TBC1D10B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92403
NTMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98197
GSE205332_1_v_0_queuine_human	RummaGEO Drug Perturbation Signatures	1.0	null
C10orf105	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30867
VAMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07787
HSCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18912
chr19_490224_C_T_b38	GTEx eQTL 2025	1.0	1.04821
MFSD14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55184
ZNG1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78622
THOC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73556
TBC1D7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96288
PUS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83635
IFT52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32121
TOR4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.69423
SLC25A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86494
SHPK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59092
HFM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70783
CCHCR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19446
IRAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09162
Proboscis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.779
DBI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32341
SCRT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4075
DNAJC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36866
GSE173232_1_v_3_sf3b1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE180200,GSE180201_15_v_11_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100456_TCx_possible Alzheimer's disease_no TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.1987
BLOC1S4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33878
CBS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45109
RPS20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51368
NR2F6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.6526
STX1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22435
FAAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20576
C17orf107	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.27304
GIPC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.29381
RBM48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22956
SYT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83302
FECH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93793
ZNF497	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92643
NTF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69082
GSE196505,GSE196507_1_v_2_kdm2b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
EFNA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.83218
GSE127790_11_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CHN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.40991
SUPV3L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24693
RAB11FIP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32628
FAM104B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93448
KIF20B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52762
SH3D19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35436
C16orf86	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00585
KBTBD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23411
Foxo1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.5523
PYCR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1783
PET100	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10244
DGKK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92534
Nfatc1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	41.0885
UBL7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5852
RFX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.94713
Six4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.0741
ZSCAN32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8728
CIP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30734
Rarg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	66.7547
KLF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32364
ZNF213	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	73.0378
NUDT14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33686
BICDL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40513
POLR2I	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45068
FUS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56861
GSE152937_12_v_7_slc16a13_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PABIR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78785
STC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46208
LRRN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28007
GSE101239_3_v_2_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
TMEM245	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85766
GSE223287,GSE223290_2_v_4_braf_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210580_0_v_12_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IFI35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4339
KLF9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	72.1674
TIMM8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03
ARL5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04181
OCEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56519
GLIS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.2229
TBC1D25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50865
RBBP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65949
TAOK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65264
ACTN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59989
PRAME	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09836
EBF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.9679
TPGS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.62852
GPR63	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92711
MTMR9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29463
NDFIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8045
CA11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32543
MTMR6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56611
NMUR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88834
NPW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53963
GSE169571_5_v_4_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GOLGA6L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68182
ABHD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39326
GSE111247_11_v_13_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ETV5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05633
ECPAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7001
PPP1R14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61701
SIX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.0912
496100501_PCx_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.27519
SSBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9576
DENND1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43056
HNRNPAB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.45198
EIF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45553
GSE127790_9_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
IGFBP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01027
FUT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71531
KISS1R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06481
PGAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57155
ZNF382	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.0793
DHRS7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24291
DBNL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35873
MCTS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89704
RAP2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8752
AFF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34457
TFAP2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	145.43
OSR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.4619
ETV4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4476
COG7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53438
496100362_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.32999
ISG20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61431
NFATC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.1583
C1orf116	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82576
PYGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15984
MZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.3726
Corpus allatum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.946
GSE147876,GSE147877_2_v_10_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
Colon	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC5918774-13287_2018_864_MOESM2_ESM.xls-sheet-AF_MSC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
CGB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2514
GSE169571_3_v_4_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MTF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.7006
NFIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	74.0161
GID4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47758
ESCO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5642
XPO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94129
SRSF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47866
DHX9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89795
TLK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54787
IRX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15996
CCDC25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74537
PRKCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5802
PMC9327205-11658_2022_358_MOESM7_ESM.xlsx-K562-BP1-Symbol_1_DLX4	Rummagene Transcription Factor Associations 2026	1.0	null
WRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37712
DCAKD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95211
YAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5319
496100485_PCx_possible Alzheimer's disease_no TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.14837
SLC22A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0174
CDCA7L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61215
MTG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26628
CatSper complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.371
TDP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66024
TUBB6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07842
GSE96641_1_v_2_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
STARD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59099
MCM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05929
GSE215314_0_v_1_mtor_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ARRDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.446
SCPEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32212
TMEM44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83848
PRRG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73578
SLC12A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82785
ARHGAP11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60718
ZNF692	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.6961
CTNNBIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76617
Cytoplasmic microtubule	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
ELK3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0232
Apicoplast	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.648
FAM76B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57997
RPS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49446
GSE152441,GSE152442_1_v_2_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
Corpus cardiacum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.971
KDM4F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37813
GSPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22108
GSE77108_0_v_7_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NHLRC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50583
496100390_PCx_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.15798
MAPKAPK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61766
DPCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88457
FERD3L	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.2549
AKIRIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23497
ODC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34512
PDIK1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2561
HYOU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76707
496100532_FWM_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.60627
496100505_TCx_possible Alzheimer's disease_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.09204
MARVELD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50759
Protocerebrum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.871
ENOPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72579
GULP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25546
DPPA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78154
CES3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37544
TRMT112	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84853
Supramolecular fiber	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
ZNF843	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20273
SGTA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36451
Inner ear vestibulum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.254
IMPA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17728
SH3YL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26355
IFITM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51825
SUDS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36423
proton-transporting two-sector ATPase complex, proton-transporting domain	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.51
PIP5KL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00767
PPP4R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80306
NKX2-2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17
PIWIL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84481
GPR160	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82315
FOXL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.87254
TCEA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70216
GSE149359_2_v_1_asap2_human	RummaGEO Gene Perturbation Signatures	1.0	null
Mitochondrial proton-transporting ATP synthase complex, coupling factor F(o)	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.682
MFSD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06264
ASCL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43215
ELF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.5223
IL27RA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54101
ZNF213	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13466
FANCE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.622
COPS7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43988
RNF169	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44182
CWF19L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06342
GON7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74069
TMEM92	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7817
CDS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45922
PMC7880998-41467_2021_21255_MOESM8_ESM.xlsx-Sup_Data_5_TWIST_Panel-Gene_Name_TWIST1	Rummagene Transcription Factor Associations 2026	1.0	null
MTMR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.62397
CEP350	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95702
C1QL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17539
SLC18B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78651
BEND4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4728
RAB11FIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.433
SEPTIN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.2557
CLK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92089
TBX18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.68199
ATP6V0A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52663
GSE146612_1_v_3_amiodarone_human	RummaGEO Drug Perturbation Signatures	1.0	null
Microtubule cytoskeleton	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
TMEM143	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05978
PIP4P2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44643
GABARAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61522
PNMA6F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66796
SMC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32979
Supramolecular polymer	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
ASAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18934
CC2D1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61403
496100463_FWM_possible Alzheimer's disease_no TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.01068
ADCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63871
Alimentary canal	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GADD45GIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35177
SLC2A10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97691
496100631_PCx_dementia_TBI_77_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.7384
PDCD2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.46465
ZNF18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6695
TMEM191C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71508
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC9084694-RMB2-21-e12464-s005.xlsx-GV_MI_MII_GV-up-GeneName_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
TCEA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28581
PRDM15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5303
DOHH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53176
ZNF525	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39707
LRRC8D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43495
MICU2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81631
CARD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41327
BBS10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63317
TBX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1418
PMC6347838-13046_2019_1042_MOESM3_ESM.xls-PRDM16_group_peak_anno-Gene_PRDM16	Rummagene Transcription Factor Associations 2026	1.0	null
GSE152441,GSE152442_0_v_4_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9643473-Table1.xls-MAF_0_005-Gene_refGenecanonical_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
COG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01352
496100616_FWM_no dementia_TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.32975
ASL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55131
ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2272
SLC7A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33131
ADCY6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52906
Plagl1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.1052
GSE202434,GSE202438_3_v_0_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RAB1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37325
TALDO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86495
NDUFAF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.32608
CHP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32481
ERI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.61342
FBLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67381
FAM120B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85166
TARBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.77044
TNFRSF21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46944
GLI3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.3988
Motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.598
BRICD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.442
SULT1C4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32203
GSE131660_2_v_0_piperlongumine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
QSOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.29617
GSE149880_0_v_3_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ALMS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21399
496100575_PCx_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.20543
ZNF317	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.5706
CD24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7951
GSE186460_3_v_6_baricitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SIX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48475
ZNF816	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.264
Intestine	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ATAD3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.45112
EGR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98549
PTPN12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31043
KRIT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06462
SCYL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07263
PLAG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7297
REC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44758
GSE206270_2_v_0_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MYBL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79108
TMEM102	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96744
CDK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86007
ATG9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60037
Runx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.1215
ZC3H13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78506
ZNF804A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90888
TCF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42684
ERP29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22333
CRCP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81753
KNDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67776
TUBB4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20882
ATF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.6845
YARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82637
MAPK9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63748
DYNLT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45842
GSE202310_1_v_0_ube3d_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LENG9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42353
PMC9643473-Table1.xls-MAF_0_005-Gene_refGeneWithVer_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
ARHGAP12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89471
CPNE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67432
VCX3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8682
UBALD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17344
TFB1M	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12465
NPIPB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31099
Stereocilium bundle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.801
ERFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41828
TIGAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94669
ZNF876P	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29415
TTLL8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47942
PMC8563805-41598_2021_858_MOESM2_ESM.xlsx-Supplementary_Info_7-Gene_List_7_The_list_of_52_peak-annotated_genes_shared_with_the_TRAP_control_vs_PARIS_wild_type_comparison_ZNF746	Rummagene Transcription Factor Associations 2026	1.0	null
GSE169571_0_v_1_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Microtubule	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
NRROS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64087
EOMES	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51252
CHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80528
PIEZO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40453
GSE218727_2_v_3_zkscan3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
proton-transporting ATP synthase complex, coupling factor F(o)	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.613
PSME4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3486
CFAP418	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62099
YEATS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36007
BHLHE22	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.8657
CDCA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2292
PMC12021535-CPH4-15-e70011-s001.xlsx-S21-KLF2_KLF2	Rummagene Transcription Factor Associations 2026	1.0	null
CACNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86941
FOXJ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.45178
Vestibular hair cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.784
TFAP2E	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.6246
CALR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90694
THAP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.113
GALNT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84871
TRIM54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7385
SLC37A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34555
GSE135400_2_v_0_kdm1b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF75A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.84451
PSMB8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7255
HOMER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61323
LHX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84531
ELF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2762
MPLKIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86664
CASP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35658
ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.4417
SYVN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.98884
EIF3E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6001
ETV7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.6612
COG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95034
SHPRH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99852
PRKD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24307
TXNL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24028
TFAP2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41394
GEM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39144
DNAJC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55534
ADAM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68283
GLA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04828
ZNF440	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33234
SLC31A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96938
RPP38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47311
GSE135514_8_v_7_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CDC42BPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1989
C1orf21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66507
OLIG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32195
RPL41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.36019
GSE210580_0_v_1_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF708	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.437
GSE233679_12_v_0_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
NGLY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69444
SALL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55568
AIRE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82072
DCTN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77771
ZFP57	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.633
SFXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99654
COPS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15546
CLK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98641
CNST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98051
GSE155836,GSE155839_3_v_2_alvocidib_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100549_FWM_no dementia_TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.02079
COL5A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76874
ATF7IP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03589
COA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51888
GSE184892_0_v_1_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
MRPL55	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61702
TMEM9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28271
RINL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00275
TSPAN13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57776
GSE101239_5_v_6_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
IRF2BPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09493
MTFMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06997
Nfat5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.4579
NUTM2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9786
COX14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57156
PEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51482
GSE125219,GSE125221_5_v_8_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
LANCL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79341
SBK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79252
C1orf35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33945
GSE181959_1_v_2_dextran_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
SYT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31485
ZNF771	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8984
GSE121824,GSE121826_0_v_2_scaf8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRRX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.98754
ZNF24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24846
PPP1R3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96708
PCM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9041
UBE2E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.48559
ERF::NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	71.8669
FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2152
ZBTB7A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.8704
DRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22621
SNUPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77579
MITD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84647
PRKAR1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80875
NSUN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60705
RAG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.2346
ACSM2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.56222
TRAF2-GSTP1 complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.774
CHRNA10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12798
INTS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.0479
RIOK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74669
TFAP4::FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.8728
SCRIB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65989
NDUFA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91832
SOHLH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51278
GNAZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50973
Vdr	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.9189
DGKZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03253
DICER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14569
EMX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87629
GNRH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79704
NPM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88296
H2AC25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83727
GNAI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.21415
NANOG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10087
C2orf81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11998
ALG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4666
ZFP36L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32048
ETV3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2264
UXT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36213
GSE210580_3_v_6_rag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
BACE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45814
HAND2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7536
DLX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7856
ACSL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3027
HMOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95412
FKBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61221
ACTN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02324
HTR1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9434
TRIM16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13609
SLC25A36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25371
PDE6G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08147
ETS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86489
Creatine kinase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.643
FOXK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7147
TMEM178A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28626
TCF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.46843
FEV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11824
CDKN2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18954
PCDH10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10759
MFN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07267
AACS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48736
Large intestine	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
RAP1GAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76571
NAA10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14553
KRI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15389
RPP25L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47478
CTCF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	182.307
ITPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22684
THNSL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32999
SOHLH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77081
REXO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.087
GSE131649_6_v_7_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FZD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56835
SAMD4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59913
NLE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51904
CLN8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61648
HRC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48067
IER2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35403
CAMKMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7891
PMC8563805-41598_2021_858_MOESM2_ESM.xlsx-Supplementary_Info_6-Gene_List_6_The_list_of_human_orthologs_of_the_downregulated_fly_DEGs_identified_from_TRAP_control_vs_PARIS_wild_type_comparison_ZNF746	Rummagene Transcription Factor Associations 2026	1.0	null
ZBTB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14742
EED	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.41254
TRIM41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89181
ZNF136	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38258
HDHD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09733
APEX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46298
PLA2G12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.20742
ATP1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57919
TRIB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92384
KDM5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16353
TOMM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61215
NFAT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82024
RAPGEF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95265
ZNF211	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38419
GSE96641_5_v_0_esrp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF501	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34046
CBX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35893
ZFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93053
AIMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14429
NEMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98339
PIP4P1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6703
NKG7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62527
PAX8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.3034
GSE127790_4_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
C11orf24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82446
GDPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6012
SPRR2F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57296
RFX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.941
GSE149264,GSE149267_9_v_1_trp53_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
EPB41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53089
WDFY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65677
TPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21026
DNAJC18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12683
CHAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84205
CCNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7535
MMP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10742
ZNF280C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16951
ZNF75A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.4759
FANCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32228
UBLCP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69685
MID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06925
MPDZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75089
REV3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21975
YJU2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65728
REST	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	73.032
SAFB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86909
OTULINL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77083
Milk gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.355
UBAC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75721
PLEKHH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15489
SPRED2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90627
GSE159937_1_v_0_tfcp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SLC22A31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08684
CBX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55518
Zic2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.0469
AQR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37238
PALS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56303
Gastrointestinal tract	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ZNF595	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03607
CEBPD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07274
EID3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94878
NOTO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27484
SMIM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78483
TIGD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38448
PPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92715
C14orf28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37053
Mitochondrial proton-transporting ATP synthase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.697
UPF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2626
GABPB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82939
TMED3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27661
ZNF610	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60959
Metatarsal bone	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.564
PXMP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14397
ZIC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	61.0534
RNF135	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71105
ZIC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	59.2837
496100496_FWM_possible Alzheimer's disease_no TBI_88_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.91387
KCNA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93312
Rootlet	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.808
CNN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95195
MAP3K2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00439
ZNF230	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94657
Polymeric cytoskeletal fiber	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
FAM241B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33715
CPOX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92287
Cervical carcinoma cell	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
NDEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84851
Asperger disorder	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.530103
ASTE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.57093
VAMP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38192
TMEM169	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88272
NCAPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13215
TLX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76489
XPR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09316
DHRS13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5505
GNB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11103
ZNF410	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.2192
AFTPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10443
DHX15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3872
HADH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36372
MYT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29119
TMEM19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2618
MAP1S	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64147
ZIC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01984
MYO5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86524
Retrocerebral complex	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.891
ARHGEF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05506
GOLGA8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80561
Viscus	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47177
TMTC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68082
TBPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46002
ESPNL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4392
SAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5956
HOXB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68515
TEX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18246
Mitochondrial creatine kinase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.693
GSE222047_0_v_1_imidazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
TTC30A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27043
CHST6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53428
ATG14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98114
WAC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10158
SERP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82434
SMIM10L2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83186
GSE127790_10_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PEG10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40482
GSE197686,GSE197688_2_v_0_arid1a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DHRS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63573
Nfatc2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.4727
NAV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19063
ITGB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9817
MIA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76034
cytoskeleton	GO Cellular Component Annotations 2025	1.0	null
PLXNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92823
MRPL20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87311
ACBD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61299
GSE110268_2_v_3_foxd1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PLSCR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32771
NCKAP5L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86744
PLEKHB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48207
HOOK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78071
COIL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22744
WDR77	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8158
BTBD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70752
ANGPTL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34399
RORA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2472
GSE182770,GSE182784_0_v_1_chd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Prdm4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.8137
Atoh1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	45.2263
Tfcp2l1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	29.8973
H1-7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99308
CDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37921
SAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08863
CREB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94741
HNRNPD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48269
TNP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07636
ALDH4A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57167
IFI30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17322
GSE210580_0_v_7_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ALPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70237
OSTM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.21357
GDI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65377
Semicircular canal	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.706
TMEM88B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75684
CXCR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75403
RETSAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97062
RNF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.81902
TMEM200A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52091
ZFP91	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.64534
SLFN13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71959
SFRP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52761
Neuromast	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.778
NUDT17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.68851
CDCA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67777
MSH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73552
VDAC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9268
TOMM34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33169
WIZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75718
HDGFL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.23265
ZNF460	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79019
E2F6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32315
PRKACB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76862
UBE4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22593
GSE169571_0_v_2_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZBTB24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	62.308
PLCB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45086
KMT2E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98346
NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.8775
KCNE5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27608
IVNS1ABP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80791
EPAS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.1859
NPIPB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12422
TBC1D4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26818
CDK16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62033
PRPSAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29884
NEMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.52002
CFP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69619
PPP1R15A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33463
CFAP126	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90657
Utricle	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.525
Supramolecular complex	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
MOV10L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36432
HNRNPA0	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79512
TDGF1P3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28345
Hepatopancreas	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.614
HCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92884
496100421_PCx_probable Alzheimer's disease_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.09177
SHFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60002
CEBPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1352
SLC7A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30346
LTA4H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.0555
Sperm flagellum	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.887
RSPRY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65604
ZNF320	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	158.192
Outer dense fiber	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.899
Neurod2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	65.898
CISD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98864
USP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71062
E2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.822
SPEGNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08787
INTS11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92783
PIK3R2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86333
ZBTB26	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5685
PPRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65122
SIX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35075
SH3PXD2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2961
COX15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07343
ECSCR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60599
MDFI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01168
CCNDBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42455
ORC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29707
NOL4L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6795
METTL2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.50846
NEUROD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3396
CNTRL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85191
DPPA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15586
LYSMD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90691
QRICH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27235
SNX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56141
GSE169697,GSE169725_0_v_5_prrx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MYOG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.5275
PMC4823830-ncomms11171-s4.xlsx-high_in_shRNA_TCF1-GeneSymbol_HNF1A	Rummagene Transcription Factor Associations 2026	1.0	null
HSF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8954
PRRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03932
RAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64315
GNS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51573
Hair cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.075
ZFY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86873
PRKRIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.94399
TEX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72645
NUP210	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06454
GAA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31554
EPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99776
MTA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48679
GSE235701,GSE261434_2_v_1_enasidenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HBS1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67484
BUB1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15915
GSE236262_0_v_3_trim28_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LARP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12734
KBTBD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67722
GSE161800_0_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193258,GSE193259_5_v_1_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NR4A2::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.7066
H3C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98491
NR4A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98694
FEV	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6535
ANGEL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56338
ZNF264	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08064
AXL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49863
P4HTM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40196
PUS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40058
TRIM47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21098
SLX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96502
TMEM219	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64757
WTIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56599
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-ETS1_ETS1	Rummagene Transcription Factor Associations 2026	1.0	null
C10orf88	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23445
SLC17A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62008
PAX8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61083
ETV5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.9173
FAM156B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02947
NET1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05836
SRSF9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06007
ZNF641	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36374
ZCCHC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50816
496100440_FWM_possible Alzheimer's disease_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.24003
FIGNL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94237
SBDS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86424
hair-cell stereocilium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.903
HAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40105
ODAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94135
ALKAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84992
Colorectum	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ACOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06413
OLIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13044
MOSPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.55949
CYP2U1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05524
SEPTIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9302
FOXF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50464
INSIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9587
RARA::RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7189
LTBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28221
LYAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0653
GSE198826,GSE198911_1_v_2_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ABCC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57807
9+2 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.787
CD177	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56563
A1CF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92122
ZNF275	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89632
MSX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8096
SFXN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78337
GSX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20658
LPIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71251
EFNB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.38046
EGR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	64.2479
OSBPL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24545
SAMHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9993
Vestibular sensory epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.737
CTSK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03232
ARPP19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30207
ZKSCAN3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.481
ZNF493	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25557
C19orf47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3997
PAX9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.1266
HHIPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85888
NFYA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68629
ZNF502	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69919
UQCR11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78729
LAG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88305
PYROXD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55629
TATDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.065
ASPSCR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92256
IRS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42125
SPRYD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45485
ZKSCAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20907
Reticulocyte fraction of red cells	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.852288
YWHAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80493
FBXL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68605
PARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40971
APOBEC3G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89653
MYF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.624
IER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59951
Adductor	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.591
PMC3804941-supp_jem.20122709_JEM_20122709_TableS1.xlsx-Suppl_Table_1C-1772_genes-Table_S1_C_1_772_significantly_overexpressed_genes_during_AR_when_combining_p-values_at_FDR_20_AR	Rummagene Transcription Factor Associations 2026	1.0	null
UGGT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99951
MEIOC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52313
ZNF154	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65156
RSBN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51394
CTSD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13223
RPS24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02775
ANKRD27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80227
COL27A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84243
INAFM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7735
FAM76A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73724
MARK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19005
MCAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19022
DCAF15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47879
Irf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	50.4055
RPUSD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10643
Ar	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.171
PTK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38169
SELENOV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8657
HMX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16468
PDLIM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64953
KDM4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8164
RUBCN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17434
MPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03693
EIF2AK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80688
HNMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53777
BTBD18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71501
FGFBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54187
GSE102467_3_v_0_pazopanib_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37994
THAP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66462
GSE202434,GSE202438_3_v_11_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Female accessory gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.22
PTGFRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26532
PMC12623973-41467_2025_64981_MOESM3_ESM.xlsx-downregulated-c0_ACKR4_SCS_ceiling_LEC_TWIST1	Rummagene Transcription Factor Associations 2026	1.0	null
SERHL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.66598
LRATD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74053
SCARB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89102
ZSCAN5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66361
HBA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54714
S100A14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95286
NKX2-6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09811
RABGAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66804
GSE96641_1_v_4_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SDC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29038
OTUD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05048
PMC8755441-mmc3.xlsx-IRF7-Up-ezh2_IRF7	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12538
STEAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79738
SEPTIN11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31886
NID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2043
CYB5RL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17952
METTL25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36561
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-ERG_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
PTPRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54573
Sox6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.249
POLE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8369
TFAP2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	156.492
SUN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48509
FBXL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.0153
GSE111102,GSE111105_1_v_7_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32475
RUNX1T1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82772
TMEM97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.002
GLUD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77879
GSE152937_12_v_1_slc16a13_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
COX6B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92905
SNX30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45506
CLC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17059
ZHX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04641
CAPN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16955
TAOK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94613
GSE201270,GSE201272_0_v_3_mybl2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00628
ZNF316	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23651
RASGRP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91374
ZNF569	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61592
EGR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.0348