association	dataset	threshold value	standardized value
MSL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92662
GDPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25079
XBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52227
GSE210101,GSE210114_8_v_9_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
ENDOV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21536
SAP30L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84931
RAP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96638
SCAF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29522
GSE171180,GSE171181_0_v_1_e7107_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE98898_7_v_1_hoxa1_human	RummaGEO Gene Perturbation Signatures	1.0	null
MTMR14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75913
GSE223893_11_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
STON1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13697
SRY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.31332
ODC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34512
PAX8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.1271
TRPM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84564
GSE158834_2_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
PHKA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48959
PAX9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	64.4688
ATP6V0E2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10357
MORN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11981
TRAPPC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12427
PRAME	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09836
ZNF527	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.54992
MTF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4841
FSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89137
ITGA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7327
PGR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0779
BTBD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42798
PDK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48878
496100341_TCx_no dementia_no TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.26011
ZNF282	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64137
ZNF382	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	57.908
F11R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0751
C8orf76	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32861
IMPACT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77186
GK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71186
HIPK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56382
GSE97352_1_v_2_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MYF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.9938
SMARCAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66854
LYN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77113
RBM12B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71427
GSE223893_2_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DLC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86544
ZNF416	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.5275
ZNF469	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9927
496100641_PCx_no dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.26046
C1RL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5375
BEND4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4728
ZNF157	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.7761
DHX58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5791
GSE173394_1_v_0_nfatc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
EIF4ENIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77114
REST	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.0424
BHLHE22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19777
RFX8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32305
GSE158834_12_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE224311_3_v_0_chaetocin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EFEMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50445
NTS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79227
OSBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43868
LRRC75A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42719
CHD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30721
NKX6-3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35478
RAB33B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11228
TUBB6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17893
PTPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31049
PPARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.2143
HS6ST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85512
HDAC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03569
PLEKHM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52133
GSE213715_0_v_1_iqgap2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE202434,GSE202438_8_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TBX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.1548
MEIOB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14226
SIX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4242
TOMM22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13284
TNFRSF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47733
GSE181513_0_v_1_usp7_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE185519_4_v_2_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GLI3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2732
CFAP157	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53497
GSE87617_1_v_0_ascl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PCBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.24603
GSE149359_2_v_0_asap2_human	RummaGEO Gene Perturbation Signatures	1.0	null
FAM83F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53553
INSIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9587
FIZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.941
RAD52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6474
IGF2BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66289
GSE152441,GSE152442_0_v_2_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
SREK1IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11414
CAPN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16955
CDC37L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68259
GSE94849_7_v_4_pinometostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
ERG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23452
ZNF81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19508
RBM43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28695
ARL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55874
GSE189859,GSE189861_0_v_2_idh1_human	RummaGEO Gene Perturbation Signatures	1.0	null
HDAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.52744
TBC1D25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76973
GSE158834_0_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
PPP1R9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0142
VPS37D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95311
ZNF529	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.3817
THAP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.8385
DRAM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63368
BCL11A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.3417
MRAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.20163
RIMKLB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70275
CYSRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53232
RCN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85372
TEAD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9944
STUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44342
MAMLD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15221
UBAC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75721
KRBA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80612
TMEM200B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36752
GSE197630_1_v_0_ruvbl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE238005_5_v_3_c9orf72_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TMEM52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47065
GSE213588_8_v_1_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MRPS33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93429
RBIS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58344
TP63	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.64138
TAB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53296
FZD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87516
NHLH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53444
GSE200839,GSE233826_5_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
AGMAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66048
GSE48812_3_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
NELFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18391
CARNMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.70561
TMEM216	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66677
RORA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	62.57
GTPase regulator activity	GO Molecular Function Annotations 2025	1.0	null
GOLGA6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38285
TRIM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05181
BRSK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32007
ZXDC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3455
GHITM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49951
GSE109565_12_v_11_glyphosate_human	RummaGEO Drug Perturbation Signatures	1.0	null
TCF24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23639
GSE139455_0_v_6_stat3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146982_7_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GABRB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52313
496100613_TCx_possible Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.26046
DUXA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89598
ZNF692	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.1438
PRXL2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39772
GSE216274,GSE216292_4_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
BAG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81439
TAF13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04603
GSE146982_3_v_2_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE143662_0_v_1_dcp2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.5868
CMPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10269
TMEM94	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05046
GSE193351_1_v_0_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PBXIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02043
SYT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66835
HCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92884
CELSR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58066
MTIF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91069
FXYD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68972
PAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28707
ZNF549	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.1021
TTC38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46131
MCRIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31524
PLXNB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.674
SMYD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32446
ISL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3227
GSE95386_0_v_1_trim24_human	RummaGEO Gene Perturbation Signatures	1.0	null
CPT1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.37841
GSE158632_3_v_1_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	1.0	null
CTAGE9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42332
GSE202434,GSE202438_4_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SARM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88645
MST1R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13356
ZNF429	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04931
VPS11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54107
ARPC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47449
PIWIL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84481
NADK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07369
POLRMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31712
GSE203060_0_v_1_kdm4c_human	RummaGEO Gene Perturbation Signatures	1.0	null
AP1M1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18684
TTC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9452
REC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44758
TUBA4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4928
KIFC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91484
KRTCAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40441
GPAA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39925
ARL4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98333
ANKS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.32524
ZNF442	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13405
POLL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.25083
GRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95262
IFITM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37909
RNASEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75488
RSC1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86179
ZNF138	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46402
HES6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.8607
GSE198794_0_v_3_usp18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213588_9_v_13_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
THOP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52528
GPHA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01482
BACH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.3466
TNKS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50383
GSE226770_1_v_6_atrx_human	RummaGEO Gene Perturbation Signatures	1.0	null
RSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90887
ZNF746	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12284
chr17_38254553_G_A_b38	GTEx eQTL 2025	1.0	3.03305
GSE242290_3_v_2_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7161353-supp_073353.119_Supplemental_Tab_S8.xlsx-BRCA_HRGs_correlation_to_MBNL2-gene_name_MBNL2	Rummagene Transcription Factor Associations 2026	1.0	null
GYG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51791
TLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65833
HHIPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85888
ABHD14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49069
GSE192771_2_v_3_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE120612_7_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE212848_1_v_0_pum1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE188382_2_v_1_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE223893_11_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE48812_3_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
PERP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23623
TSSK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8905
NFATC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99758
GOLGA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69522
ESR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.1845
EYA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90822
TMEM70	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60628
RPS20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51368
GSE213588_9_v_4_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ESRRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.1674
GSE202434,GSE202438_10_v_11_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE242290_1_v_10_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ESRRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.1621
ILF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76655
PTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87933
MAP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42301
PDAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25968
FERMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45007
ALKBH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09161
GSE158834_10_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
MRPL19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11983
IRS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3351
GSE158182_5_v_0_pnpla3_human	RummaGEO Gene Perturbation Signatures	1.0	null
RAB29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51244
ETFRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8002
MYF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.1687
GSE172016_2_v_1_paclitaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
DBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3495
CDCA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67777
TBR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9471
ERCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53345
GSE158632_2_v_4_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	1.0	null
STC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46208
PDCD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30067
GSE146982_3_v_2_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PRR36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80395
ZFP30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12362
KIF22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23706
SELENOK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71166
TDP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66024
GSE207471_2_v_3_btla_human	RummaGEO Gene Perturbation Signatures	1.0	null
NHP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08869
PDIA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76049
PHF20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91313
ICAM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30406
NR2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.8498
SPART	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84878
UNC50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39924
GSE182680,GSE182683_7_v_9_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
TTPAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61453
ZNF772	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.53409
SCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95526
CCDC136	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53744
GSE158834_1_v_8_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
TP73	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.0602
DHFR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99564
RIC8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88613
MRPS35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90975
CACNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78769
HSD17B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68897
PANK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32827
GSE168602,GSE168604_2_v_6_selumetinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
RASGRP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0951
HADH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36372
GSE195663_7_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
UGP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39588
TM9SF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84777
ZIC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44636
NR1D1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.7755
GSE150072,GSE169209_4_v_11_qser1_human	RummaGEO Gene Perturbation Signatures	1.0	null
THG1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.6565
SEMA5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32533
GSE103068_0_v_4_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_7_v_4_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GPN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11185
MAP1LC3B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98488
LRRC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23599
DHDDS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83184
ATP7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47822
SELENOH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33247
MTMR12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75577
PMC7161353-supp_073353.119_Supplemental_Tab_S8.xlsx-LUAD_HRGs_correlation_to_MBNL2-gene_name_MBNL2	Rummagene Transcription Factor Associations 2026	1.0	null
PRRG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73578
GSE103068_0_v_7_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CLDN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25381
CYTH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28421
GSE225735_0_v_4_aldosterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
TFEB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0148
RPL41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.36019
AQP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07147
HUWE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71043
GSE213588_9_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
HCCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1364
H2BC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2021
THRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78587
RSL1D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43208
TRIM27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6881
RASSF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25959
RER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58459
ABCG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39236
DGCR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51886
SLC25A27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90897
GSE233679_6_v_10_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
DHX38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39582
NPIPB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12422
GSE144500_8_v_2_ventx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE226285_3_v_0_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PTEN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77463
SLC16A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.31552
GSE102870_7_v_9_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FAM234A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88846
PXDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25653
EID2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.39032
NPRL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3863
COPG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69726
HNRNPA2B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47804
FKBP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59126
GSE166783_1_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19387
CDX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29339
GSE168602,GSE168604_2_v_1_selumetinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CKS1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4759
USP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74735
USO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13832
GSE158834_7_v_6_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NPTXR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2339
GSE176008_8_v_5_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
SOCS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8597
SLC2A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45229
EDNRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1381
GSE213588_10_v_1_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NFATC2IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62147
FBXL18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84608
S1PR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35939
ZNF257	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97295
RBM38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.26942
GSE168918_1_v_0_tmprss4_human	RummaGEO Gene Perturbation Signatures	1.0	null
MSRB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60459
ZNF283	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91539
ANG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04961
ZKSCAN3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.681
ZNF837	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56669
GSE158834_2_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE195713_0_v_1_lapatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PRPF38A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90368
GSE114013,GSE114014_1_v_4_itraconazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
TRIT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48413
ARMC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20539
CIAO2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04757
GSE128730_4_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-MECP2-toNode_MECP2	Rummagene Transcription Factor Associations 2026	1.0	null
GANAB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22685
TBX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6422
GSE222047_0_v_1_imidazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
MED26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.589
THAP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89102
PMC8299526-fonc-11-685881.nxml--MNNG_HOS_TBX5	Rummagene Transcription Factor Associations 2026	1.0	null
GSE193402_0_v_1_imatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE168797_1_v_3_cannabidiol_human	RummaGEO Drug Perturbation Signatures	1.0	null
UBAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8467
PGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00628
GSE213588_8_v_12_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE113005_0_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8185471-mmc4.xlsx-D2-DEGs_between_SOX15_KO_DPs_and_WT_DPs_cells_at_day_2_padj_0_05_Log2FoldChange_0_5_SOX15_KO_WT_or_Log2FoldChange_-0_5_SOX15_KO_WT_SOX15	Rummagene Transcription Factor Associations 2026	1.0	null
TMEM126B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63081
CACHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8053
CEBPD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07274
NECAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.11286
GSE214505_0_v_1_akr1b1_human	RummaGEO Gene Perturbation Signatures	1.0	null
C11orf58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12955
PRDX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72195
GSE213588_9_v_1_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
KCNAB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08147
TBX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8798
FOXH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2388
CACUL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4523
PPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99371
RARA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	70.3723
NBPF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75641
DCAF12L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05593
LRIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77619
CPSF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56669
MRPL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08904
BID	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08356
GSE182680,GSE182683_7_v_8_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE223893_1_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC11772884-41421_2024_747_MOESM6_ESM.xlsx-7_DEGs_USF2-KO_vs_control-Gene_Symbol_USF2	Rummagene Transcription Factor Associations 2026	1.0	null
TULP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16267
NOL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31852
MPDU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16912
TNK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17189
DOK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96344
MYC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.8796
NKX2-2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.5763
RNF17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63489
RPL22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00157
TMEM127	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17571
EZH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65703
AMOT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68714
LCAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28264
IQCC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87015
GSE171826_1_v_0_rosiglitazone_human	RummaGEO Drug Perturbation Signatures	1.0	null
RO60	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66146
GSE102870_11_v_0_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NFIX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.4834
ZNF83	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10693
PMC10534007-Table_3.xlsx-S4_unique_down_MSC_B-159_elements_included_exclusively_in_BFTC905_MSC_down_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
ACOT13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70082
GSE48812_4_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
C3orf52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66221
GSE211215_1_v_0_pemetrexed_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_7_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RORC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.5839
ZNF763	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69995
IBA57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35666
MIS18A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22488
496100619_HIP_no dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.26046
ATP5PB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82158
HIC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.8618
COPS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18368
Head	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
LYNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24591
UQCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49338
MYOG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.0622
GABBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50826
GGNBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39014
CABP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12712
AGPAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.371
OTUD7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8295
NSMAF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70665
BIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1554
ETV7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19761
FDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98708
NTF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69082
LIMK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03114
GSE118077_1_v_8_sprr5_human	RummaGEO Gene Perturbation Signatures	1.0	null
MATN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07547
GSE216988,GSE216989_0_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZFAND5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60405
LIMS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66711
GSE242290_1_v_2_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RC3H1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55322
ZNF189	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30045
MOB1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79801
ARFIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23625
TTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35869
FTO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44288
SNX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.34185
ZBTB46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.11342
STBD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78429
PMC11024925-mmc3.xlsx-Gene_lists-MV411_FOS_ChIP_and_RNA_overlap_after_10_nM_Gilteritinib_FOS	Rummagene Transcription Factor Associations 2026	1.0	null
CBFA2T3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58171
AHRR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96819
DPM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86726
GSE189859,GSE189861_3_v_2_idh1_human	RummaGEO Gene Perturbation Signatures	1.0	null
CDC42BPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1989
GSE158182_5_v_7_pnpla3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE103068_5_v_7_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF211	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.2469
CRTAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10523
GJD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94398
MAT1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71858
CLDN23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.76884
KMT2E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96052
GSE128076_2_v_3_doxycycline_human	RummaGEO Drug Perturbation Signatures	1.0	null
LTBR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51711
ATAD3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47611
GSE159893_2_v_1_genistein_human	RummaGEO Drug Perturbation Signatures	1.0	null
NUPR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4283
PEPD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84548
SLC25A45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92729
METTL21EP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6985
WASHC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53296
SUPT4H1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09194
KLHL36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94564
GSE114685_1_v_0_grin2b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MLF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86597
PARP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25395
MAP1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92043
RSU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67663
NR1H4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57946
CHRDL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24296
SOGA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66905
DDHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67607
LARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30735
HEY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97063
BLCAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29133
RNF213	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87482
MMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16545
SLC25A23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61118
POMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42073
NFE2L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44945
CFLAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26602
GSE213588_10_v_13_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SLC23A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79878
GSE171837_0_v_3_bortezomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TCF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98237
MAP3K2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00439
LMAN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57896
GSE205730,GSE205731_2_v_3_tazemetostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DYNLT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39557
HOXB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5376
GSE233647_4_v_5_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF662	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.54819
MRPL10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32265
PPRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65122
PPP6R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50781
WWTR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06132
ZNF274	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.1028
EXOC3L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49826
SNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00277
TRAF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19229
H4C15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66766
DNTTIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18676
FMNL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33753
VMA21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3969
NR6A1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.2257
HSFX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.88967
GSE171837_1_v_2_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.31935
DNAJB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99789
ZNF821	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92802
TP53BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36172
496100611_FWM_no dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.25993
N4BP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29388
DEPDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45734
HSDL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34264
GSE162575,GSE162609_5_v_4_tfe3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE185519_4_v_5_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FHL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55112
UTP23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11912
GSE101467_0_v_1_dock8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FKBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55283
GSE213588_10_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
EFTUD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36547
17q12 copy number variation syndrome	WikiPathways Pathways 2024	1.0	null
TLX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76489
NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.3853
FBXO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49595
ESCO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5642
KLHDC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22813
QSOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2706
SLC16A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09233
SETX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53163
ACVR1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26718
CDON	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58217
GSE147366_1_v_4_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE171837_0_v_1_bortezomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_7_v_5_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NRXN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56099
MECP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44406
STARD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61864
INKA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84452
IL11RA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52129
RPSA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8699
RAB39B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86868
ATP11C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18733
U2AF1L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06644
REM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14913
TDGF1P3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28345
KLHDC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13088
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC11933697-41467_2025_58216_MOESM8_ESM.xlsx-SD6_ATF3_EV_NS1-SYMBOL_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE209582_1_v_2_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ONECUT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41933
SLC18B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78651
GSE146247_0_v_1_sirt7_human	RummaGEO Gene Perturbation Signatures	1.0	null
MAD2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74112
PI4K2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82367
MTRF1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64377
GSE158320,GSE183351_2_v_3_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
ACOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26849
ATG13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1162
TLX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4253
GSE128076_1_v_0_doxycycline_human	RummaGEO Drug Perturbation Signatures	1.0	null
MLXIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41687
GSE189859,GSE189861_1_v_2_idh1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE223893_1_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BNIP3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42733
TNFRSF12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19199
SART3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14623
RIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18347
TFEC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.848
RASD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65596
PMC10859382-41392_2024_1740_MOESM3_ESM.pdf-39-NR1H3_NR1H3	Rummagene Transcription Factor Associations 2026	1.0	null
GPR160	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.90642
LZTS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9566
CIZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63529
CCND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56081
GSE239784_1_v_0_sat1_human	RummaGEO Gene Perturbation Signatures	1.0	null
SNAI2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.8403
IFT20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53266
NRIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15024
FAM110D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96818
GSE172494_3_v_1_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_2_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100569_TCx_possible Alzheimer's disease_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.26022
GSE202933_1_v_0_ugt2b28_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE223378_1_v_0_tead3_human	RummaGEO Gene Perturbation Signatures	1.0	null
FAM118A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11852
TAL1::TCF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7727
GSE254649_3_v_1_cstf2_human	RummaGEO Gene Perturbation Signatures	1.0	null
TCEA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70216
F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14268
MORC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34197
PINX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46738
ATG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05753
PI4KA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26115
RBM23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.23082
IKBKB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.24152
C1orf115	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76829
MYOD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.9877
GSE153907,GSE153908_0_v_1_azathioprine_human	RummaGEO Drug Perturbation Signatures	1.0	null
NSMCE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33054
KLHL25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.42296
CTU2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61868
TPBGL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26607
SEZ6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19089
SYNGR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57479
TMEM150A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40047
HELQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14634
ZNF528	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.8068
GALNT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53125
RMI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28648
GSE223893_4_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE102467_1_v_2_pazopanib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SDHAF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52027
AP1S1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20651
ARHGAP45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27902
GSE164874_5_v_3_prednisolone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PHAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28471
IFI16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87871
GSE242367_1_v_0_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CSNK2A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10422
PITX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66928
CDK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58298
HRC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93944
IRF2BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4221
GSE48812_2_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
CSNK1E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50465
PEBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64743
VPS26B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88578
ZMIZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86025
CCKBR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48358
CLCN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44025
PSMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70029
YDJC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2559
NR2C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52943
EMX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12962
XPO7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58067
CNOT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43729
ATG9A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35346
RXRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.1666
LGALS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90024
PRPSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4474
GSE216273,GSE216292_0_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
LONP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35848
ACSF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58383
ZSWIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41537
HELT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53669
GSE233679_14_v_3_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NSUN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64859
PLA2G4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23469
FOXQ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87314
CAPN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30319
GSE48812_9_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
PABIR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78785
PNMA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95078
GSE128076_2_v_0_doxycycline_human	RummaGEO Drug Perturbation Signatures	1.0	null
PAPSS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.0682
CLOCK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.924
NIPSNAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3155
PMC11462941-CAS-115-2947-s001.pdf-237-RARB_RARB	Rummagene Transcription Factor Associations 2026	1.0	null
SND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65202
GSE215086_3_v_6_batf_human	RummaGEO Gene Perturbation Signatures	1.0	null
PIAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72418
GSE123943_1_v_0_sox1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210682_2_v_1_methadone_human	RummaGEO Drug Perturbation Signatures	1.0	null
DDX18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81994
ZNF197	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22453
DMTF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97516
BACE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45814
DDX17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07159
SMIM15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61262
GSE178907_5_v_3_fkrp_human	RummaGEO Gene Perturbation Signatures	1.0	null
SIX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91708
HEXIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56813
SRI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41522
GSE168604,GSE183859_1_v_0_selumetinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SESN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93288
PCDH10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10759
AMDHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10944
ZNF843	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1833
GOLGA6C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41229
TAF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55941
NUSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80935
CRIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51607
SDHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17371
RFX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.7373
SFXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99654
GSE158834_10_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZBTB24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.6425
PAXIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.18825
GSE198982,GSE198986_1_v_2_daunorubicin_human	RummaGEO Drug Perturbation Signatures	1.0	null
CAPNS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05712
GSE106661,GSE106665_2_v_3_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE256181_1_v_0_etv2_human	RummaGEO Gene Perturbation Signatures	1.0	null
MED24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95572
chr17_38255522_A_G_b38	GTEx eQTL 2025	1.0	2.16878
CCDC88C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9386
ATP5F1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46715
PPP1R35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82052
NUPR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57271
ZNF394	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49514
GSE197630_1_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
HOXB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92444
GSE158834_12_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE128844_0_v_3_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
NUDT18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65701
RNF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28894
P2RY11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07334
EXOSC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15662
PLEKHG4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11155
CELSR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94592
KDELR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61001
GSE184892_7_v_2_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
SUPT3H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77114
DNAAF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32494
COX7A2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90685
H2BC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58764
FOXB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49058
CHCHD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37181
chr17_38251052_T_G_b38	GTEx eQTL 2025	1.0	1.19436
BHLHE40	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.953
TMEM30A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57858
CD59	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88499
496100342_PCx_no dementia_no TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.26026
SETD1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35411
ATP6AP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64522
DDX53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27041
HIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51433
CLNS1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08206
HOXD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.52224
GSE171837_3_v_2_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PAK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00565
MMP14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76019
GSE125403_7_v_0_venetoclax_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_8_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CCDC22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28801
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
MCM8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40915
GSDMD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02334
UPF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12466
APOBEC3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22835
GSE173307,GSE173391_0_v_1_rgcc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_1_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
MRFAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94586
OR2B6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85325
NR3C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94227
GSE229671,GSE229673_3_v_1_yrdc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
QTRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7729
PDCD6IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34597
GSE234514,GSE234516_1_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PCDHB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6115
EMC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77019
COL1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47188
Brain	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE213588_9_v_12_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
H1-6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17819
NEMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.58591
NOTCH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55362
PPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57542
TMCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09184
CCDC51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60792
TYK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89744
RASSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48746
RORB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.4716
EEF1G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-7.82121
GSE143499_0_v_1_gata6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
496100545_HIP_possible Alzheimer's disease_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.2602
NR2C2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	70.117
H3C15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49622
GSE217776,GSE217829_4_v_6_sgf29_human	RummaGEO Gene Perturbation Signatures	-1.0	null
F8A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9238
TRPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10458
PIM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75782
EIF4E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94369
HDAC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58797
CEBPZOS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45379
GSE158834_7_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE233049_1_v_0_atf3_human	RummaGEO Gene Perturbation Signatures	1.0	null
SLC6A8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62969
POU1F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74068
SRSF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95777
CSRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79178
CHST7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98877
TFAP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.1828
ZKSCAN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9415
ABHD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90799
GSE195663_0_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100642_PCx_possible Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.26045
496100629_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	-3.26041
FEN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37481
TLX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43821
AMIGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07751
496100637_FWM_possible Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.26028
DNPEP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38313
GSE221577_1_v_5_pik3r1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
L3MBTL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72269
FAM20B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84517
FKBP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82367
ZFYVE9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6671
GSE200839,GSE233826_2_v_0_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DUSP28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48641
LRRC4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19367
AGAP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57787
REPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65866
MOB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44572
GSE164874_5_v_12_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DNAJC30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84704
NR2F6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2122
LRRC61	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9286
SMIM19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.24732
SELENOT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72902
ZNF75D	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0278
GADD45G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57051
RIC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47495
CADM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59539
496100552_PCx_possible Alzheimer's disease_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.74111
EIF1AY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31995
MSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.1656
CYB561	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84918
NELFA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41357
NUDT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2198
PMC11933697-41467_2025_58216_MOESM9_ESM.xlsx-SD7_C_R_NS1_Med_ATF3_DEG-symbol_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF136	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38258
XRCC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98288
TDRD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96176
CELF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29759
GSE209601_0_v_1_mef2a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199204,GSE211619_4_v_1_glutamine_human	RummaGEO Drug Perturbation Signatures	1.0	null
AKT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73399
FSCN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37925
STPG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35162
RGL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10075
CTXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51411
STX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20183
GSE242367_1_v_0_dpp9_human	RummaGEO Gene Perturbation Signatures	1.0	null
F12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6782
PMC10534007-Table_3.xlsx-S4_unique_down_MSC_B_2-159_elements_included_exclusively_in_BFTC905_MSC_down_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE216273,GSE216292_14_v_2_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE219195_1_v_3_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE114013,GSE114014_1_v_3_itraconazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
RAB13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92351
ZFP36L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.28271
H2AC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99894
PYCARD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73455
GSE146982_7_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26619
GSE169205_4_v_7_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_12_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
HOMER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61323
SAPCD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47001
GSE202434,GSE202438_2_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FLI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42195
FKBP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57176
NUP42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60224
MAT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51801
MMRN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40881
CEP290	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96754
EIF4G3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13021
PRRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03815
PRR14L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83665
GSE165307_1_v_0_gfi1_human	RummaGEO Gene Perturbation Signatures	1.0	null
TAF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33434
SFMBT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1161
PFKM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78668
GTPase activator activity	GO Molecular Function Annotations 2025	1.0	null
CLK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92089
ATXN7L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91451
BAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27732
SLC7A6OS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1276
NDUFA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01001
ZNF280C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16951
PSEN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88989
ZC3HAV1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3532
PRKAA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07362
EIF2AK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.17494
ADCY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70764
SSC4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29846
APOL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.40181
KIF15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.234
GALE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50989
ZNF785	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26418
RBM39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82096
FADS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72995
CYP51A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5432
MRPL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5755
RCHY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60952
EEF2KMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40706
ORAI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14238
MECOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28401
GSE102870_7_v_0_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
KCNK15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00196
RTL8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40874
CLSTN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15211
NR2C1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.2295
SNCG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33172
GSE158834_0_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
PXDNL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93826
POGZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03324
COL8A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47628
PIGW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83176
CRELD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15538
ZNF883	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78362
ALDH6A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68025
CBLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44515
PIK3IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67045
GSE114013,GSE114014_0_v_4_itraconazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
TP53	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.7783
COL1A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82122
TMEM74B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7395
NFILZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42071
GSE158834_10_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
RARA::RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3401
ECH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18636
GSE169334,GSE169336_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100317_FWM_no dementia_no TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.25236
INSYN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50388
SERPINB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98646
GSE185519_4_v_0_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CNOT6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40383
TPBG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59531
GSE213588_10_v_5_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TTC31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19004
GSE158834_7_v_4_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
UFM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82697
AGPAT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80033
GPRIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66553
GSE77108_0_v_2_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
STK10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67991
GSE223893_2_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE154253_1_v_0_tnfaip8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142210_2_v_5_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE233049_2_v_0_atf3_human	RummaGEO Gene Perturbation Signatures	1.0	null
AP2S1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63981
GPR108	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44459
LAMB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35801
ZNF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07763
TXNDC15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56768
TSPOAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52812
YAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5319
XPNPEP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79944
GSE146982_3_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ANKMY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75607
ERF::NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.7898
SKP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44159
MAP7D3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00905
496100610_TCx_no dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.26047
LRAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39744
PHLDB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41594
GSE203485_1_v_0_sunitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RUNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59319
GSE229973_3_v_7_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC8948168-mmc3.xlsx-MNNG-HOS_Ago_vs_Ago_Antag-Unnamed_1_TBX5	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8185471-mmc4.xlsx-D4-DEGs_between_SOX15_KO_DPs_and_WT_DPs_cells_at_day_4_padj_0_05_Log2FoldChange_0_5_SOX15_KO_WT_or_Log2FoldChange_-0_5_SOX15_KO_WT_SOX15	Rummagene Transcription Factor Associations 2026	1.0	null
CARD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63588
DNASE1L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26257
MRPS15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76753
NBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36612
ZCCHC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6668
TFCP2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86946
PFDN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86065
RAD17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2047
PMC11932929-41388_2024_3264_MOESM4_ESM.xlsx-p_0_05_FC_0_5_n_675-Differentially_expressed_genes_in_MCF7_AR-isolated_BCSCs_after_4_days_GSK591_500nM_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ROM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5192
APPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79043
GTF2H3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4971
GSE158834_7_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MLLT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.09952
FAM110C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00903
NLRP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13659
GSE203485_1_v_0_zdhhc2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10794847-mmc2.xlsx-PBRM1_KD_up-Table_S1_Differentially_expressed_genes_with_PBRM1_knockdown_in_the_progenitor_state_Related_to_Figure_1_AR	Rummagene Transcription Factor Associations 2026	1.0	null
TP53INP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50587
GSE110580_1_v_0_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100541_FWM_possible Alzheimer's disease_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.26023
PRM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45699
GSE242290_1_v_11_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOXRED1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79829
GSE216273,GSE216292_0_v_2_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SNPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5406
DACT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19977
PROSER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78656
IPO9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22091
S100A16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94671
ATP2B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.50634
TP63	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.3394
SREBF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.3981
SHISA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53993
EXO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83166
GSE242555_1_v_0_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
chr17_38277126_G_A_b38	GTEx eQTL 2025	1.0	1.6387
GTPBP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57506
AMOTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17901
NLGN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1096
GSE146982_3_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Central nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
NCDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64315
CRLS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7971
MLLT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91003
EXOSC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02704
ZNF217	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34595
TNKS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.53593
SRF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.0771
GSE242555_1_v_0_fn3k_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RXRA::VDR	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.6
BCL11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63618
TBX19	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4168
PTPRG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45267
GSE178907_0_v_3_fkrp_human	RummaGEO Gene Perturbation Signatures	1.0	null
NASP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28812
TRAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22333
IFIT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8973
GSE145990_1_v_0_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE200839,GSE233826_2_v_6_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PSMD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.24113
TBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78049
L3HYPDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31547
NFIC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.5733
HSPB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07905
COIL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22744
TAFAZZIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93967
ZBED4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85301
GSE213588_8_v_13_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
UBE2Q1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49891
MAX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.2764
GSE158834_0_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
C12orf4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54344
FXYD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.27057
ZNF436	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14298
SFXN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78337
PAX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.3195
CSRNP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97996
SPRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90691
CCT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42327
GSE213588_10_v_12_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
DMRTC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.10364
MMP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97794
HEATR5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96706
ACY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54119
GSE149096_4_v_3_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
KATNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04134
SLC18A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45393
BLVRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10303
NDUFA13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.29155
RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	60.3605
GSE180147_0_v_1_itga5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PLAGL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45673
Nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE200839,GSE233826_3_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
LIN7C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69326
GSE202434,GSE202438_6_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
chr17_38288528_C_T_b38	GTEx eQTL 2025	1.0	1.4537
PHF23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59088
GRB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63242
SAP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02174
NYAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.54851
HAGHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40668
GSE188458_2_v_3_hydrogen peroxide_human	RummaGEO Drug Perturbation Signatures	1.0	null
CDA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55352
GSE169356_0_v_4_ivermectin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158632_2_v_0_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	1.0	null
DIAPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22831
GSE97352_3_v_2_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
C15orf61	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95299
H4C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17355
TAF1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24694
ZBED1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40533
RABAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97658
DUSP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57228
KLF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11679
FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.8204