association	dataset	threshold value	standardized value
SHISA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53993
GSE242290_1_v_11_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ACOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26849
CRIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51607
PROSER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78656
AKT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73399
KRBA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80612
PRDX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72195
PAXIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.18825
TP53BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36172
SREBF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.3981
MTMR14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75913
SRF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.0771
IL11RA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52129
TBX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.1548
UGP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39588
COL1A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82122
CAPN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30319
MORN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11981
GSE48812_9_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
MSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.1656
CRTAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10523
ATP7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47822
GSE193351_1_v_0_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NRIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15024
TP63	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.64138
SFXN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78337
NOTCH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55362
GOLGA6C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41229
CRLS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7971
RFX8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32305
TFEB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0148
MIS18A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22488
HAGHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40668
ATP2B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.50634
HNRNPA2B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47804
CHRDL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24296
RIC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47495
AHRR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96819
SRSF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95777
ZNF528	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.8068
PI4K2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82367
ENDOV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21536
CTU2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61868
RFX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.7373
GSE216274,GSE216292_4_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE211215_1_v_0_pemetrexed_human	RummaGEO Drug Perturbation Signatures	1.0	null
CELSR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94592
RAD52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6474
PTPRG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45267
MAMLD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15221
MED26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.589
CLNS1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08206
TRPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10458
BCL11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63618
RUNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59319
FIZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.941
F8A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9238
GSE202434,GSE202438_2_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE180147_0_v_1_itga5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CAPN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16955
ZBTB24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.6425
C11orf58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12955
RIMKLB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70275
PPP1R35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82052
GSE145990_1_v_0_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ANKMY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75607
BAG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81439
RIC8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88613
GSE185519_4_v_5_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
H2BC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2021
GLI3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2732
SLC2A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45229
NR6A1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.2257
GSE158834_7_v_4_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MED24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95572
GSE123943_1_v_0_sox1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RGL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10075
CDC42BPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1989
BEND4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4728
GSE125403_7_v_0_venetoclax_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RBM39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82096
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
UBE2Q1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49891
FAM234A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88846
GSE213588_8_v_12_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_7_v_5_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TMEM200B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36752
RBIS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58344
CARD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63588
FEN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37481
FKBP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59126
RXRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.1666
GSE171837_0_v_1_bortezomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ALDH6A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68025
GSE158834_10_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
KLF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11679
NR3C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94227
UBAC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75721
EYA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90822
HSPB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07905
CYP51A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5432
SFMBT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1161
ATXN7L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91451
Nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
DDX17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07159
GSE158834_2_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
IKBKB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.24152
TRAF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19229
NHLH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53444
chr17_38254553_G_A_b38	GTEx eQTL 2025	1.0	3.03305
GPR160	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.90642
SIX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4242
KMT2E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96052
GSE212848_1_v_0_pum1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE254649_3_v_1_cstf2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE233647_4_v_5_docetaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
RORB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.4716
BNIP3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42733
RPS20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51368
TAF13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04603
PMC7161353-supp_073353.119_Supplemental_Tab_S8.xlsx-BRCA_HRGs_correlation_to_MBNL2-gene_name_MBNL2	Rummagene Transcription Factor Associations 2026	1.0	null
CCDC22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28801
GSE158834_10_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
CDX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29339
DOK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96344
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
PLXNB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.674
PMC11933697-41467_2025_58216_MOESM9_ESM.xlsx-SD7_C_R_NS1_Med_ATF3_DEG-symbol_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE109565_12_v_11_glyphosate_human	RummaGEO Drug Perturbation Signatures	1.0	null
chr17_38288528_C_T_b38	GTEx eQTL 2025	1.0	1.4537
NRXN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56099
LARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30735
P2RY11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07334
SETD1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35411
GSE48812_2_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
ILF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76655
NUDT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2198
GTPase activator activity	GO Molecular Function Annotations 2025	1.0	null
ZNF469	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9927
SYNGR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57479
RORA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	62.57
PNMA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95078
HCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92884
PPP1R9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0142
EMX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12962
GTF2H3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4971
THAP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.8385
PIAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72418
GSE215086_3_v_6_batf_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE172494_3_v_1_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF442	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13405
UTP23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11912
EEF2KMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40706
TRAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22333
FKBP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82367
ATP6AP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64522
RSC1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86179
CBFA2T3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58171
ZNF57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19387
CEBPZOS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45379
ABCG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39236
NDUFA13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.29155
GSE149096_4_v_3_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CCKBR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48358
GSE169205_4_v_7_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213588_9_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NFATC2IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62147
GSE184892_7_v_2_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE142210_2_v_5_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_1_v_8_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE226285_3_v_0_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ESRRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.1674
PITX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66928
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
GSE213588_9_v_12_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99371
PIWIL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84481
FTO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44288
UBAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8467
PFKM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78668
CSRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79178
ABHD14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49069
PLAGL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45673
STBD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78429
GSE202434,GSE202438_8_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_2_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
HK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26619
SELENOH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33247
GSE216988,GSE216989_0_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14268
CTXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51411
SYT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66835
TMEM70	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60628
PFDN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86065
POMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42073
EZH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65703
TLX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4253
HSFX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.88967
PMC11024925-mmc3.xlsx-Gene_lists-MV411_FOS_ChIP_and_RNA_overlap_after_10_nM_Gilteritinib_FOS	Rummagene Transcription Factor Associations 2026	1.0	null
GSE185519_4_v_2_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CSNK1E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50465
HS6ST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85512
GSE158632_2_v_4_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOXH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2388
BRSK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32007
SART3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14623
PDCD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30067
MYF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.9938
INSYN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50388
XPO7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58067
Brain	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
TFAP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.1828
MRPS33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93429
SNX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.34185
AMIGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07751
PTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87933
TBR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9471
TBC1D25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76973
GSE189859,GSE189861_0_v_2_idh1_human	RummaGEO Gene Perturbation Signatures	1.0	null
SLC18B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78651
GSE146982_3_v_2_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DDX53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27041
GSE147366_1_v_4_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE189859,GSE189861_3_v_2_idh1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ESCO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5642
ZNF83	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10693
PAX9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	64.4688
GSE221577_1_v_5_pik3r1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213588_8_v_1_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
RBM43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28695
ZC3HAV1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3532
FOXB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49058
CYTH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28421
PHF20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91313
SMIM15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61262
NLRP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13659
PEPD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84548
GSE213588_9_v_4_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PRKAA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07362
ZNF529	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.3817
CYB561	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84918
RMI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28648
MRPL19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11983
VPS26B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88578
GSE146982_7_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36612
ZNF382	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	57.908
CADM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59539
ZCCHC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6668
ARL4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98333
HIPK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56382
GSE216273,GSE216292_0_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTPBP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57506
KCNAB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08147
PDIA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76049
MYC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.8796
WWTR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06132
GSE209582_1_v_2_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
HEATR5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96706
ZSWIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41537
MLF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86597
CCDC136	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53744
REC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44758
GSE213588_10_v_1_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CELSR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58066
GSE103068_0_v_4_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF416	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.5275
FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.8204
GSE110580_1_v_0_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
MYOD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.9877
GSE158632_3_v_1_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	1.0	null
TNFRSF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47733
FAM110D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96818
FXYD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.27057
SUPT4H1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09194
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
GSE128076_1_v_0_doxycycline_human	RummaGEO Drug Perturbation Signatures	1.0	null
IFIT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8973
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
C3orf52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66221
ACSF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58383
HEY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97063
HDAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.52744
NR2C2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	70.117
SKP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44159
TCF24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23639
GSE200839,GSE233826_5_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
FERMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45007
RORC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.5839
MATN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07547
EIF1AY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31995
IFITM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37909
H3C15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49622
SAP30L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84931
PDK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48878
SLC23A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79878
GSE207471_2_v_3_btla_human	RummaGEO Gene Perturbation Signatures	1.0	null
MMRN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40881
NPIPB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12422
GSE172016_2_v_1_paclitaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
XRCC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98288
MAD2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74112
U2AF1L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06644
C15orf61	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95299
HIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51433
EXOC3L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49826
NUDT18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65701
SETX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53163
GSE158834_12_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZBED4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85301
ATP5PB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82158
GANAB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22685
MAX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.2764
GRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95262
YDJC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2559
GSE223893_1_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RSU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67663
GSE213588_10_v_12_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SMARCAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66854
GSE168604,GSE183859_1_v_0_selumetinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LRRC4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19367
PRPF38A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90368
LCAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28264
ZNF785	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26418
CIAO2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04757
REM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14913
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
NCDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64315
RXRA::VDR	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.6
S1PR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35939
ZFAND5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60405
BAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27732
GSE144500_8_v_2_ventx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF274	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.1028
NYAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.54851
MEIOB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14226
KIF22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23706
COIL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22744
ZNF189	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30045
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
OTUD7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8295
NUP42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60224
SAP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02174
GSE217776,GSE217829_4_v_6_sgf29_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CRELD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15538
MAP7D3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00905
DUXA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89598
ZNF549	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.1021
N4BP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29388
GSE225735_0_v_4_aldosterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PHLDB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41594
GSE158834_0_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
DACT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19977
GSE197630_1_v_0_ruvbl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
H1-6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17819
TRIM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05181
PYCARD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73455
H4C15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66766
RAB39B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86868
CIZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63529
SNPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5406
FKBP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57176
ERCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53345
PRPSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4474
UFM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82697
GSE171837_1_v_2_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PSMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70029
GSE118077_1_v_8_sprr5_human	RummaGEO Gene Perturbation Signatures	1.0	null
PCBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.24603
COX7A2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90685
OSBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43868
GSE114685_1_v_0_grin2b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HOXB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5376
GSE213588_10_v_13_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NBPF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75641
RASSF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25959
SARM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88645
MMP14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76019
CPSF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56669
ZNF821	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92802
PIGW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83176
CHCHD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37181
TBX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8798
GSE143499_0_v_1_gata6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BHLHE40	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.953
GSE219195_1_v_3_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF772	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.53409
NR1D1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.7755
PAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28707
GSE233679_6_v_10_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZKSCAN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9415
GSE222047_0_v_1_imidazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
NFIC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.5733
GOLGA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69522
EXOSC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15662
SAPCD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47001
GSE120612_7_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
SESN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93288
NECAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.11286
CDC37L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68259
S100A16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94671
GSE242290_1_v_10_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HUWE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71043
SOGA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66905
MTMR12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75577
IFT20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53266
ARFIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23625
GSE102467_1_v_2_pazopanib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FSCN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37925
HELT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53669
GSE114013,GSE114014_1_v_3_itraconazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
NDUFA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01001
CABP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12712
EID2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.39032
ODC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34512
LMAN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57896
GSE158834_1_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
PPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57542
SCAF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29522
GYG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51791
GSE195663_7_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
AGPAT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80033
ZNF527	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.54992
GSE203485_1_v_0_zdhhc2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GPAA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39925
AP1M1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18684
GSE158834_7_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RPSA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8699
NPRL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3863
TMEM127	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17571
GTPase regulator activity	GO Molecular Function Annotations 2025	1.0	null
LRRC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23599
PGR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0779
MAP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42301
MYF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.1687
ZNF217	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34595
SMYD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32446
GSE223378_1_v_0_tead3_human	RummaGEO Gene Perturbation Signatures	1.0	null
PLA2G4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23469
SPART	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84878
CSRNP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97996
GSE139455_0_v_6_stat3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
LRRC75A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42719
NOL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31852
ZBTB46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.11342
FADS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72995
GSE171180,GSE171181_0_v_1_e7107_human	RummaGEO Drug Perturbation Signatures	1.0	null
17q12 copy number variation syndrome	WikiPathways Pathways 2024	1.0	null
GSE234514,GSE234516_1_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00277
TAF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55941
GSE195663_0_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE224311_3_v_0_chaetocin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DHX58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5791
RIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18347
TAB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53296
CD59	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88499
ESR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.1845
CHD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30721
LTBR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51711
SDHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17371
VPS37D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95311
PINX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46738
TAL1::TCF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7727
XPNPEP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79944
ZNF662	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.54819
GSE48812_4_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE213588_9_v_13_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
AP2S1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63981
ZNF197	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22453
FBXO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49595
SLC25A45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92729
TYK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89744
CCDC88C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9386
GSE200839,GSE233826_2_v_0_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HEXIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56813
GSE103068_0_v_7_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
APOBEC3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22835
DHFR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99564
GSE242367_1_v_0_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PANK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32827
MTF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4841
GSE203485_1_v_0_sunitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
UNC50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39924
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
MPDU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16912
SCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95526
NHP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08869
ARHGAP45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27902
PCDHB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6115
LIMK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03114
CFAP157	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53497
NFATC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99758
ZNF257	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97295
RPL41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.36019
MOB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44572
MECP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44406
RAB29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51244
MTIF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91069
GSE171837_3_v_2_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ATP11C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18733
HES6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.8607
NR2C1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.2295
CFLAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26602
FAM118A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11852
DCAF12L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05593
CELF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29759
GSE171837_0_v_3_bortezomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
KIF15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.234
RAD17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2047
GSE233679_14_v_3_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF436	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14298
GALNT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53125
LRRC61	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9286
CEP290	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96754
MCRIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31524
USP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74735
GSE77108_0_v_2_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NSUN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64859
RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	60.3605
DIAPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22831
RNF213	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87482
GSE146982_3_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MLXIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41687
SND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65202
AMOTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17901
STON1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13697
LAMB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35801
NFIX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.4834
GSE198794_0_v_3_usp18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE143662_0_v_1_dcp2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199204,GSE211619_4_v_1_glutamine_human	RummaGEO Drug Perturbation Signatures	1.0	null
DMRTC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.10364
GSE97352_1_v_2_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00628
TCEA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70216
DGCR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51886
NELFA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41357
QTRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7729
PAX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.3195
GSE87617_1_v_0_ascl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PDCD6IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34597
GSE153907,GSE153908_0_v_1_azathioprine_human	RummaGEO Drug Perturbation Signatures	1.0	null
CNOT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43729
GSE168797_1_v_3_cannabidiol_human	RummaGEO Drug Perturbation Signatures	1.0	null
C8orf76	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32861
GSE202434,GSE202438_10_v_11_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TUBA4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4928
POLL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.25083
BHLHE22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19777
PMC10859382-41392_2024_1740_MOESM3_ESM.pdf-39-NR1H3_NR1H3	Rummagene Transcription Factor Associations 2026	1.0	null
NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.3853
POU1F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74068
GSE149359_2_v_0_asap2_human	RummaGEO Gene Perturbation Signatures	1.0	null
TTPAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61453
GALE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50989
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
FBXL18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84608
NELFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18391
SLC16A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.31552
NUPR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57271
ZNF883	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78362
KDELR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61001
DDX18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81994
HSD17B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68897
HADH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36372
H4C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17355
GSE178907_5_v_3_fkrp_human	RummaGEO Gene Perturbation Signatures	1.0	null
PRRG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73578
PLEKHG4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11155
PABIR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78785
GSE171826_1_v_0_rosiglitazone_human	RummaGEO Drug Perturbation Signatures	1.0	null
RBM23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.23082
ZNF429	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04931
MCM8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40915
TMEM94	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05046
PRRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03815
IMPACT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77186
CAPNS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05712
CCND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56081
ZNF283	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91539
FDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98708
GSE178907_0_v_3_fkrp_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
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
MLLT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.09952
KIFC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91484
TP63	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.3394
AQP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07147
BACE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45814
TNKS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.53593
SMIM19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.24732
GSE238005_5_v_3_c9orf72_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRR36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80395
MTRF1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64377
NLGN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1096
TRPM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84564
ZFP36L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.28271
PMC11462941-CAS-115-2947-s001.pdf-237-RARB_RARB	Rummagene Transcription Factor Associations 2026	1.0	null
TBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78049
HHIPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85888
ZNF394	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49514
FLI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42195
GSE48812_3_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19508
ESRRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.1621
DHDDS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83184
CLOCK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.924
AMDHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10944
TTC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9452
GSE223893_11_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE166783_1_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ATAD3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47611
HOXB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92444
GSE158632_2_v_0_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	1.0	null
TMEM30A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57858
GSE233049_1_v_0_atf3_human	RummaGEO Gene Perturbation Signatures	1.0	null
CTAGE9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42332
DUSP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57228
GSE210682_2_v_1_methadone_human	RummaGEO Drug Perturbation Signatures	1.0	null
RASGRP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0951
ECH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18636
TMEM52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47065
GSE233049_2_v_0_atf3_human	RummaGEO Gene Perturbation Signatures	1.0	null
LGALS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90024
ATG9A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35346
ACY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54119
ACVR1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26718
GSE114013,GSE114014_0_v_4_itraconazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
TFEC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.848
MAP1LC3B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98488
SLC25A23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61118
GSE168602,GSE168604_2_v_1_selumetinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TUBB6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17893
POLRMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31712
ZNF282	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64137
QSOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2706
PHKA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48959
ADCY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70764
SLC18A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45393
ZNF843	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1833
PIK3IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67045
PIM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75782
ZNF211	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.2469
ICAM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30406
STC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46208
DUSP28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48641
GADD45G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57051
SELENOT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72902
NKX2-2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.5763
COL8A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47628
DNAAF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32494
TTC38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46131
GOLGA6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38285
RBM38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.26942
ETV7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19761
CPT1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.37841
SPRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90691
GABRB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52313
TMEM216	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66677
DHX38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39582
MSRB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60459
RSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90887
ZNF746	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12284
USO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13832
GSE202434,GSE202438_8_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
DYNLT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39557
PSMD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.24113
SEZ6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19089
HSDL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34264
NR2C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52943
GSE158320,GSE183351_2_v_3_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
NTS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79227
PPARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.2143
GSE158834_12_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
TM9SF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84777
TDRD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96176
TPBG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59531
SRI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41522
DPM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86726
GSE209601_0_v_1_mef2a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE128076_2_v_0_doxycycline_human	RummaGEO Drug Perturbation Signatures	1.0	null
AMOT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68714
IRS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3351
ERF::NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.7898
CACUL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4523
H2BC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58764
MRPL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08904
CEBPD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07274
GSE169356_0_v_4_ivermectin_human	RummaGEO Drug Perturbation Signatures	1.0	null
TBX19	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4168
ANG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04961
GSE213588_9_v_1_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ABHD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90799
L3MBTL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72269
GSE226770_1_v_6_atrx_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE173394_1_v_0_nfatc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
MAT1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71858
TMEM74B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7395
MRPL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5755
CACNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78769
GSE216273,GSE216292_14_v_2_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
HDAC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03569
NUSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80935
DBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3495
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
LYN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77113
CDA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55352
TXNDC15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56768
FKBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55283
SRY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.31332
Central nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
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
CARNMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.70561
ZIC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44636
GSE113005_0_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GGNBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39014
UQCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49338
GSE213588_10_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PARP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25395
IQCC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87015
NTF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69082
STPG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35162
LZTS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9566
GDPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25079
GSE128730_4_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MYOG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.0622
PRM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45699
NR1H4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57946
PTEN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77463
MLLT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91003
FAM20B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84517
ZFP30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12362
MAP3K2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00439
GSE223893_4_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ATG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05753
CLK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92089
GSE102870_7_v_0_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PBXIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02043
GSE203060_0_v_1_kdm4c_human	RummaGEO Gene Perturbation Signatures	1.0	null
CLDN23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.76884
ORAI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14238
GSE229671,GSE229673_3_v_1_yrdc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
IPO9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22091
GSE169334,GSE169336_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_0_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
GPHA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01482
GSE98898_7_v_1_hoxa1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8299526-fonc-11-685881.nxml--MNNG_HOS_TBX5	Rummagene Transcription Factor Associations 2026	1.0	null
AGAP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57787
L3HYPDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31547
ATP5F1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46715
PCDH10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10759
F11R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0751
PDAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25968
GABBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50826
ZNF75D	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0278
SUPT3H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77114
GSE168918_1_v_0_tmprss4_human	RummaGEO Gene Perturbation Signatures	1.0	null
MMP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97794
TP53INP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50587
NASP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28812
SELENOK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71166
TDGF1P3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28345
PTPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31049
NFILZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42071
SNAI2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.8403
GSE158834_0_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE198982,GSE198986_1_v_2_daunorubicin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE223893_1_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SIX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91708
RBM12B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71427
GSE164874_5_v_12_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FXYD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68972
GSE189859,GSE189861_1_v_2_idh1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE202434,GSE202438_4_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PLEKHM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52133
BID	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08356
GSE242290_1_v_2_glutathione_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
SERPINB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98646
COPS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18368
PPRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65122
GSE164874_5_v_3_prednisolone_human	RummaGEO Drug Perturbation Signatures	1.0	null
VPS11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54107
ETFRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8002
BLCAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29133
KCNK15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00196
GSE158182_5_v_0_pnpla3_human	RummaGEO Gene Perturbation Signatures	1.0	null
ONECUT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41933
GSE146982_7_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TP53	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.7783
TTC31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19004
RASD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65596
GSE152441,GSE152442_0_v_2_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF157	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.7761
TP73	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.0602
TLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65833
HCCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1364
AGMAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66048
TTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35869
GSE193402_0_v_1_imatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
EXOSC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02704
KATNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04134
C12orf4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54344
chr17_38277126_G_A_b38	GTEx eQTL 2025	1.0	1.6387
ZBED1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40533
RCN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85372
NEMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.58591
GPRIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66553
LIMS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66711
NADK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07369
TLX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43821
CACHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8053
BCL11A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.3417
ZFYVE9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6671
PMC7161353-supp_073353.119_Supplemental_Tab_S8.xlsx-LUAD_HRGs_correlation_to_MBNL2-gene_name_MBNL2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE158834_2_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE150072,GSE169209_4_v_11_qser1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE102870_7_v_9_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DDHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67607
REPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65866
TSPOAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52812
RNF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28894
GSE101467_0_v_1_dock8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BTBD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42798
MORC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34197
RNF17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63489
RABAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97658
STARD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61864
MAT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51801
COPG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69726
H2AC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99894
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
SEMA5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32533
ERG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23452
GSE128844_0_v_3_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
RNASEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75488
CKS1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4759
MRPS35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90975
TAF1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24694
ARMC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20539
GSE192771_2_v_3_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CLDN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25381
GSE200839,GSE233826_3_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
THG1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.6565
GSE200839,GSE233826_2_v_6_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SLC6A8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62969
ARL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55874
IFI16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87871
PAPSS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.0682
CBLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44515
PEBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64743
ZNF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07763
GSE188382_2_v_1_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HIC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.8618
NSMCE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33054
CDCA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67777
GSE106661,GSE106665_2_v_3_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-MECP2-toNode_MECP2	Rummagene Transcription Factor Associations 2026	1.0	null
FAM83F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53553
PMC8948168-mmc3.xlsx-MNNG-HOS_Ago_vs_Ago_Antag-Unnamed_1_TBX5	Rummagene Transcription Factor Associations 2026	1.0	null
XBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52227
ZKSCAN3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.681
GSE223893_2_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RAP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96638
CLCN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44025
RARA::RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3401
KLHDC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13088
MAP1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92043
PPP6R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50781
TRAPPC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12427
RC3H1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55322
INSIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9587
IBA57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35666
ZNF692	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.1438
AGPAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.371
ZNF74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.31935
FAM110C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00903
DRAM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63368
TSSK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8905
PI4KA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26115
RER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58459
FOXRED1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79829
TOMM22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13284
C1RL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5375
TMEM150A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40047
GSE146982_3_v_2_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213588_10_v_5_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
chr17_38251052_T_G_b38	GTEx eQTL 2025	1.0	1.19436
GSE103068_5_v_7_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CCDC51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60792
ROM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5192
ISL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3227
GSE213588_8_v_13_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
KLHL25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.42296
SLC25A27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90897
PERP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23623
GSE158834_10_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
EIF4G3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13021
HRC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93944
GSE202933_1_v_0_ugt2b28_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ALKBH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09161
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
SREK1IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11414
LYNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24591
GPN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11185
RCHY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60952
TPBGL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26607
PHF23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59088
FSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89137
NPTXR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2339
IRF2BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4221
WASHC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53296
PXDNL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93826
GSE165307_1_v_0_gfi1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210101,GSE210114_8_v_9_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE176008_8_v_5_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
EIF2AK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.17494
GHITM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49951
TNK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17189
APOL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.40181
PRAME	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09836
MRPS15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76753
VMA21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3969
CNOT6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40383
GSE173307,GSE173391_0_v_1_rgcc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
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
THRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78587
PAK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00565
RPL22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00157
TMEM126B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63081
GSE185519_4_v_0_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE159893_2_v_1_genistein_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE205730,GSE205731_2_v_3_tazemetostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NUPR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4283
CSNK2A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10422
GSE48812_3_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF763	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69995
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
MOB1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79801
GSE242555_1_v_0_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BACH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.3466
RAB33B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11228
F12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6782
POGZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03324
MST1R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13356
AP1S1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20651
DNASE1L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26257
KLHDC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22813
SDHAF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52027
GSE168602,GSE168604_2_v_6_selumetinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TEAD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9944
LRIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77619
GSE213715_0_v_1_iqgap2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
C1orf115	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76829
ZNF136	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38258
ZMIZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86025
DLC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86544
EFEMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50445
CMPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10269
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
MSL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92662
HOXD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.52224
OR2B6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85325
ACOT13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70082
GSE94849_7_v_4_pinometostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
EDNRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1381
SSC4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29846
CCT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42327
HOMER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61323
PSEN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88989
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
TAFAZZIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93967
GSE114013,GSE114014_1_v_4_itraconazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE256181_1_v_0_etv2_human	RummaGEO Gene Perturbation Signatures	1.0	null
ANKS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.32524
LRAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39744
NR2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.8498
SNCG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33172
NSMAF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70665
GSE182680,GSE182683_7_v_8_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PHAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28471
CHST7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98877
MRAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.20163
GSE223893_11_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE188458_2_v_3_hydrogen peroxide_human	RummaGEO Drug Perturbation Signatures	1.0	null
CDON	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58217
FZD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87516
STK10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67991
RTL8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40874
GSE158834_7_v_6_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_6_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
EEF1G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-7.82121
PMC11933697-41467_2025_58216_MOESM8_ESM.xlsx-SD6_ATF3_EV_NS1-SYMBOL_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
NR2F6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2122
GK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71186
UPF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12466
ZNF280C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16951
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
THOP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52528
GSE242367_1_v_0_dpp9_human	RummaGEO Gene Perturbation Signatures	1.0	null
TBX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6422
LONP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35848
EXO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83166
RO60	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66146
TNKS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50383
EIF4ENIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77114
MECOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28401
ATP6V0E2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10357
ZNF837	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56669
Head	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
RARA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	70.3723
CYSRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53232
TRIM27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6881
GSE195713_0_v_1_lapatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE128076_2_v_3_doxycycline_human	RummaGEO Drug Perturbation Signatures	1.0	null
NFE2L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44945
GSE229973_3_v_7_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE181513_0_v_1_usp7_human	RummaGEO Gene Perturbation Signatures	1.0	null
STUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44342
PRXL2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39772
TFCP2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86946
GSE158834_7_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_7_v_4_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RAB13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92351
TMCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09184
THAP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89102
GSE214505_0_v_1_akr1b1_human	RummaGEO Gene Perturbation Signatures	1.0	null
LIN7C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69326
RASSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48746
GSE223893_2_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TNFRSF12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19199
GSE182680,GSE182683_7_v_9_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
APPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79043
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
KLHL36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94564
MRFAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94586
DMTF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97516
GSE242555_1_v_0_fn3k_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SOCS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8597
YAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5319
SLC7A6OS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1276
PXDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25653
INKA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84452
GSE158834_7_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TAF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33434
GSE97352_3_v_2_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GJD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94398
ZNF138	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46402
EFTUD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36547
ZXDC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3455
STX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20183
GSE154253_1_v_0_tnfaip8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE197630_1_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
EMC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77019
RSL1D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43208
chr17_38255522_A_G_b38	GTEx eQTL 2025	1.0	2.16878
GSE158182_5_v_7_pnpla3_human	RummaGEO Gene Perturbation Signatures	1.0	null
FOXQ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87314
BLVRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10303
HDAC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58797
REST	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.0424
ATG13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1162
GSDMD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02334
SLC16A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09233
GSE146247_0_v_1_sirt7_human	RummaGEO Gene Perturbation Signatures	1.0	null
NIPSNAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3155
GSE95386_0_v_1_trim24_human	RummaGEO Gene Perturbation Signatures	1.0	null
MMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16545
COL1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47188
DNTTIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18676
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
GSE242290_3_v_2_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
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
GSE216273,GSE216292_0_v_2_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
DNAJB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99789
MRPL10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32265
ITGA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7327
TLX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76489
DNAJC30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84704
CDK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58298
GSE239784_1_v_0_sat1_human	RummaGEO Gene Perturbation Signatures	1.0	null
FMNL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33753
PAX8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.1271
GSE158834_12_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
BIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1554
TCF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98237
TDP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66024
TRIT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48413
CLSTN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15211
PRR14L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83665
HELQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14634
GPR108	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44459
IGF2BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66289
MXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.5868
DEPDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45734
FHL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55112
KRTCAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40441
DNPEP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38313
GSE162575,GSE162609_5_v_4_tfe3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GRB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63242
METTL21EP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6985
SFXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99654
ARPC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47449
NKX6-3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35478
GSE146982_3_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE102870_11_v_0_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
EIF4E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94369