association	dataset	threshold value	standardized value
USF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.3347
MON1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90178
BMP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44152
ATP1B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52658
E2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.139
NCAPG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00566
CHMP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55008
EIF3M	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59434
chr7_76513555_A_G_b38	GTEx eQTL 2025	1.0	3.28468
BABAM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96271
GSE231720,GSE231724_2_v_0_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
FOXJ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.82081
FOXB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61982
NR2E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05858
RCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06661
ZNF443	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38266
NOTCH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61052
GTF3C3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38136
TYK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0645
IRF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4942
RNF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44913
GSE223893_4_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100296_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	2.40409
GSE202434,GSE202438_10_v_0_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE200839,GSE233826_5_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
PCYOX1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.83569
BRPF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97866
HOOK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.67357
NXF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32195
NDFIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97368
HOXD9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.3995
MITF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.0904
MEF2D	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.9632
GSE151612_4_v_8_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3776
ZNF410	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.5532
ZNF157	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.2743
C6orf120	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49071
TMEM82	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58702
BHLHE41	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.8303
RFX8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43137
SLAIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55578
MTF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5944
MYRFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92758
SNAPC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53814
NOMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23037
GSE111247_11_v_5_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
TLR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30346
RHOXF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.8133
ADGRB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8653
ZNF766	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.7068
VIRMA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50249
GSE131649_6_v_0_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CRABP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41163
GSE172189_0_v_1_venetoclax_human	RummaGEO Drug Perturbation Signatures	1.0	null
TMEM92	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11162
DDX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54258
chr7_76506504_C_T_b38	GTEx eQTL 2025	1.0	1.45255
FOSL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.9267
PIK3R3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05113
AKAP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45741
EXOSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77526
FAM72B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.71919
HNRNPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29038
chr7_77059892_T_C_b38	GTEx eQTL 2025	1.0	1.65678
GSE209898,GSE209899_0_v_1_flcn_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE135030_8_v_1_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PHETA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89823
GGPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27174
NDUFA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44752
GSE152441,GSE152442_0_v_5_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-SOX4-toNode_SOX4	Rummagene Transcription Factor Associations 2026	1.0	null
HIF1AN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14777
YDJC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23295
PMS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47788
ZBTB22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19498
DVL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25829
SUV39H2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.85478
DTX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24681
SRRM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74395
LENG8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4806
TSACC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2851
ZNF384	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	151.722
496100321_HIP_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.10889
GSE148200_3_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
SEMG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31538
GSE140997_4_v_8_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ANKRD13C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.55664
Glandular epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.195
GARIN5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13
AARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50495
GSE200839,GSE233826_2_v_0_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NR3C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48983
MTFMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.3047
RPL28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84132
SLC36A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17621
HES4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54259
RPL8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43754
MAML3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24835
NOP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01264
HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	64.951
RARA::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.0435
ATP8B3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32327
GSE140997_4_v_3_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
VCX3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77204
ZBTB18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.919
DDHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.71666
YPEL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95307
GSE139455_7_v_6_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
YME1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10654
REXO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5703
RANBP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07114
GSE60217_1_v_2_inosine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE227592_6_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TCEAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26021
KIAA1671	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88115
EID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11266
Progesterone-mediated oocyte maturation	KEGG Pathways 2026	1.0	null
FANCD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59459
USP31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33971
XRCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.12926
NANP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03286
FZD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55621
P2RY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06214
Perturb_7898_KD_NCL_SRP337780	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-1.68675
JOSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44823
ENTREP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43801
NDUFA10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.18045
DYNLL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24052
LDHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22141
MTRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.33284
NRBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37288
MED9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58361
GSE209898,GSE209899_0_v_1_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ASPRV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41906
MLXIPL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.148
VPS18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47307
STUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22478
MT-ND4L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28111
HOXC13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.6916
GSE178907_0_v_3_fkrp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
AK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66725
SENP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06297
C8orf58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61276
BCL6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.3995
FAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06389
ECT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3968
NCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85145
ZNF85	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.0788
GSE94849_1_v_0_pinometostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100407_FWM_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.85222
ALG8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.551
SETSIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.0208
RTRAF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38903
protein kinase binding	GO Molecular Function Annotations 2025	1.0	null
SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.5632
TAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92955
DDX24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.06194
UBXN11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32845
496100421_PCx_probable Alzheimer's disease_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.42627
ARFIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9165
protein kinase binding	GO Molecular Function Annotations 2023	1.0	null
PDE6D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85547
GSE140997_4_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ECPAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7001
Thymus-memory b cell	Tabula Sapiens Gene-Cell Associations	1.0	4.50802
RARA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	72.5263
SSB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55587
GYG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19295
DCTN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.84371
NCOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68897
ODR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11321
PMC6961462-NIHMS1544104-supplement-Sup_Tab.xlsx-Sup_Table_3_a-Supplementary_Table_3_Genes_Regulated_by_A_MYB_in_Humans_and_Macaques_Bold_genes_with_reduced_expression_in_Group_3_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE94849_1_v_5_pinometostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
HSPA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57546
ZNF354A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	72.1083
BRDT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87135
H4C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40948
TMBIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31817
ZNF449	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.6939
TAF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33434
LAPTM4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26743
ATOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48649
TMUB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44211
GSE140997_4_v_5_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
E4F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6959
TRNP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3385
FMNL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38752
RNF227	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.04343
GSE182680,GSE182683_7_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
RECQL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12124
SMIM24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01433
MAN2B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01935
RNF166	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30523
GSE168602,GSE168604_2_v_6_selumetinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
POLR3E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62097
PHYH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72682
GSE175787_8_v_10_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
PLA2G4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16955
GSE135030_11_v_6_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE226233_0_v_1_pccb_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE165334_3_v_0_dabrafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BRD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74515
NUDC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06593
ZFP42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34417
TBX19	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.9987
CLDN34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85901
BCL6B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.524
496100458_FWM_no dementia_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.32814
SPIN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93783
MRPL28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23228
GOLT1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24781
AFMID	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.33076
SEMA4F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.88463
IRF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.721
OSGEP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07063
ANAPC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05666
ARNT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0864
FOS::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4326
HDLBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94277
CMTM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93789
GSE120612_7_v_0_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE242290_3_v_10_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PANX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39831
ZNF292	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08996
CEP43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04644
TLNRD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18445
ZKSCAN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30477
MXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3262
E2F6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41356
CENPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27972
DNAJC21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34667
CFAP126	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90657
LIMK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24764
GSE175787_11_v_0_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
IKZF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.6303
DCAF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52671
NR1D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78131
GSE239844_7_v_2_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PCDH18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.0458
RPLP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24216
GSE110580_1_v_0_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
CBLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32024
VBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55819
CDC23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33626
MYBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66584
C1orf43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52051
TCF7L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.7931
RAP1GAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03677
TET3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37345
DDX21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09039
MFAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09624
CSNK2A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02177
ORC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29707
MEF2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.8553
TRAF3IP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29046
RASSF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32709
SLC2A10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10614
GEM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.31219
CRY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.12108
AP5M1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.73914
TBRG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.39193
PRR14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11454
GSE182680,GSE182683_10_v_12_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9999213-mmc1.xlsx-DEGs_vs_2D-DEA_NB_MSC_CSc_vs_NB_2D_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
GON4L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76766
ZNF830	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07425
MLST8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57193
NFATC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11146
METTL2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3098
PTMS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26185
HDAC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11418
TBC1D4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26818
TSSK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16493
GSE139540_0_v_2_menadione_human	RummaGEO Drug Perturbation Signatures	1.0	null
MAFF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.6031
CWF19L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06342
ZFP92	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.23625
GSE225735_0_v_4_aldosterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
KLHDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37392
GSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.6543
ZNF211	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.4849
CTAGE9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42332
GSE202744_1_v_0_toyocamycin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE175787_11_v_7_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46929
IST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04909
SLC35B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02703
ATF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.41296
FHL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07386
PLA2G15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07446
IQSEC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97522
PRPF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29125
LRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84591
NUP85	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23425
TDRKH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97979
KCTD13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27519
SCN4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46654
GSE239844_7_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ONECUT3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.4684
GSE60217_1_v_7_inosine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
OPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04855
HOXA10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.199
SMAD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.144
CPSF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39563
NIFK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12525
EHMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.88258
496100327_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	2.044
ARMC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20539
Oocyte meiosis	KEGG Pathways 2026	1.0	null
kinase binding	GO Molecular Function Annotations 2025	1.0	null
MFNG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64608
PUF60	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07877
APBA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41529
YARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82637
RAMAC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26649
GSE182680,GSE182683_10_v_6_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EIF2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32275
ADGRL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84902
ERV3-1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34765
POGLUT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80085
GATA1::TAL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.8557
SNX22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16072
CHSY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30934
ERCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67397
ARFGAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1525
NEMF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9128
NUTF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23342
RPL19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07444
GJD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42166
GSE180185_9_v_5_setbp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
INIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57183
GSE121824,GSE121826_0_v_3_scaf8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZSCAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15342
GINS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97259
MECOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28401
SREBF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.2014
MEF2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.6459
MRPS25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04223
MYL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.57727
UQCC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77618
CCNL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95316
COPS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01893
DENR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43861
GSE135030_11_v_1_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
TMA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01324
SAPCD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47817
GSC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.6822
NCOA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69419
TFEB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.933
GSE223893_1_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
NUDT18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65701
GLYATL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60813
Thymus-mature nk t cell	Tabula Sapiens Gene-Cell Associations	1.0	-0.0751988
ARF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2091
PMC9999213-mmc1.xlsx-DEGs_vs_2D-DEA_NB_MSC_EC_PSc_vs_NB_2D_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
TMED8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51065
PITX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6322
STAT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39823
ALDH4A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.57167
H2AB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.58716
SATB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.2006
FGFRL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57037
FOXO1::ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.4774
ZNF8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.9041
SLC38A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52568
NMB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46182
GSE201668_0_v_1_ncor2_human	RummaGEO Gene Perturbation Signatures	1.0	null
Perturb_15517_KD_E2F2_SRP314859	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	1.45017
BACH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.7034
ACTG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04597
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
GSE182680,GSE182683_5_v_4_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
USP46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.67445
SPATC1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32092
MRPL16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6804
JPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00749
EIF3J	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93671
GSE140997_4_v_6_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TMEM44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16948
CEP192	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.13306
GSE138789_0_v_1_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RASL11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7683
PPP1R26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41421
GSE119345_0_v_3_bexarotene_human	RummaGEO Drug Perturbation Signatures	1.0	null
Hyperandrogenism	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.094
ING4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.66328
RSAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1053
CBS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45109
GSE227592_6_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
AP3D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65996
GSE221327_6_v_11_clpp_human	RummaGEO Gene Perturbation Signatures	1.0	null
NKX2-3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.8643
MAPKAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40465
MMGT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90523
GSE214212_2_v_0_chd6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CDC25A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3536
IPO8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65528
ASNS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30099
DAGLB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49517
TRIM28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38454
MEF2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.5269
CCNG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.80764
XRN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67227
HES1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.12083
CPNE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67432
ALDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85758
GSE182680,GSE182683_10_v_2_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GEMIN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50421
CREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.7967
RABL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00849
PMC9999213-mmc1.xlsx-DEGs_vs_2D-DEA_NB_MSC_EC_CSc_vs_NB_2D_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
DCAF16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75728
GSE140997_10_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
H2AC19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04053
ZNF274	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.3644
GSE94849_7_v_5_pinometostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
ERF::SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.6482
GSE200430_1_v_0_sema3d_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ARV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26848
HAPLN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23648
HOXD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57247
EEF1AKMT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.73797
FGD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.84392
SCRT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83542
FRA10AC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62106
TCF7L2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.1232
PDP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36823
PAX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.5809
MAGI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58319
NKX2-4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.5702
GSE175787_5_v_10_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
LIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51231
NEFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72945
HUS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29483
EXTL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10213
496100404_PCx_possible Alzheimer's disease_TBI_87_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.49825
ZIC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12611
GSE160304,GSE163392_2_v_3_zswim8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE119978,GSE180930_0_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RNF113A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65834
OTX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.7487
FOSL2::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.9298
PRDM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.7022
RPRD1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72365
SYT12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.95235
FOXD4L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44907
GSE221327_10_v_11_clpp_human	RummaGEO Gene Perturbation Signatures	1.0	null
DOHH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53176
EIF3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12489
MMP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10742
GSE175787_11_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SURF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17973
SLFN14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57168
MRPS35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39736
GINS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50736
Lung-basal cell	Tabula Sapiens Gene-Cell Associations	1.0	1.61336
LMF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36053
TMEFF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87654
STN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66008
GSE140997_4_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZSCAN21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4678
GSE135439_0_v_1_pax5_human	RummaGEO Gene Perturbation Signatures	1.0	null
UBE2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52503
DLX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.4598
GSE227592_0_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE132408_0_v_3_tet2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE131649_6_v_8_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ACTR8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02221
SOX15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.1425
EDEM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89453
GSE182680,GSE182683_10_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE196343_1_v_0_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SOX9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.7368
ZBTB17	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.0503
AMD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26723
ZNF197	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22453
LHX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96605
THYN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.317
NKX2-8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.0325
VPS37B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57702
CPSF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25078
TSPAN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75252
MED31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05977
GSE182680,GSE182683_5_v_12_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
SH3GLB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69872
CKAP2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45379
KDM4F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37813
TFE3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.3047
TAB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44733
JPH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54506
TBCC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77542
496100418_TCx_no dementia_TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.71342
CAMSAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61598
GSE131660_1_v_0_piperlongumine_human	RummaGEO Drug Perturbation Signatures	1.0	null
TRAPPC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33067
ZBED2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.3184
kinase binding	GO Molecular Function Annotations 2023	1.0	null
496100343_TCx_possible Alzheimer's disease_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.4662
GSE140997_2_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
Perturb_11352_KD_PRMT5_SRP134236	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	1.50819
SMAGP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78798
STAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06677
MYO1E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.73641
BACH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5148
GSE119345_2_v_4_bexarotene_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.6112
GSE158320,GSE183351_2_v_1_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41512
Kidney-cd8-positive, alpha-beta t cell	Tabula Sapiens Gene-Cell Associations	1.0	0.00520858
EIF3E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6001
GSE94849_7_v_0_pinometostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
IRF9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.5155
POU5F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.3186
RAB6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.93003
GSE160304,GSE163392_7_v_3_zswim8_human	RummaGEO Gene Perturbation Signatures	1.0	null
B3GALNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17331
PSMA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44909
THEM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63103
P2RY11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04725
HDAC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03569
chr7_77060819_A_G_b38	GTEx eQTL 2025	1.0	1.29732
ERF::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.7598
PITX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0263
PMC10154349-41418_2023_1142_MOESM6_ESM.xlsx-Sheet1-Supplementary_data_3_Genes_positively_correlated_with_HOXC13-AS_in_skin_granular_cells_correlation_coefficients_cor_0_FDR_0_05_HOXC13	Rummagene Transcription Factor Associations 2026	1.0	null
RNF167	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47629
LGALS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47207
COX7A2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00995
RARB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.2598
GSE135030_11_v_0_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
IRF8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.2768
MMS19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05468
SNRPE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45633
GSE135030_8_v_6_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
RFX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77621
UTP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31829
GFI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.7989
Thymus-naive b cell	Tabula Sapiens Gene-Cell Associations	1.0	1.45254
LSM8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12476
MMP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2705
GSE130401_6_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOSL2::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.0279
ZNF835	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.37121
TNNC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52374
ABRACL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32966
UBTD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79492
TBXT	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.8439
CAND2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2232
GSE214505_0_v_1_akr1b1_human	RummaGEO Gene Perturbation Signatures	1.0	null
BHLHE40	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.5531
GSE227592_10_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CRNKL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83103
ABT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54274
MDM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10934
GSE158320,GSE183351_2_v_3_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE81796_0_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
NUMB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37389
Endometrial stromal cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.232
GJA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08763
SRSF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47866
NTMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02293
ZNF667	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.7015
SETD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44629
ZBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.94666
NUTM2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05431
PAPSS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31762
GSE227592_2_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RBM14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71002
UXT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18708
chr7_76544219_G_A_b38	GTEx eQTL 2025	1.0	2.91149
TECPR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15944
ZC3H10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76665
chr7_76601306_G_A_b38	GTEx eQTL 2025	1.0	3.21313
RNF112	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31028
SOX30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92922
CYP2A13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60291
MLX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.0219
PMC9950457-mmc3.xlsx-AP2A_binding_sites_GRHL2_KO-LRRC32_GRHL2	Rummagene Transcription Factor Associations 2026	1.0	null
GARRE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38226
AASS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39916
JRK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72508
ZNF792	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06522
WRNIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12829
GSE227592_10_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NR6A1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.521
FAR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60641
SNAI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.35967
COX6A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85818
DDAH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17365
NR1D1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1214
MEGF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.86926
MFAP3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79832
GSE182680,GSE182683_7_v_12_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
C1orf21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59474
PTPN11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11058