association	dataset	threshold value	standardized value
JADE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27103
YTHDF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62651
SCAMP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84098
GSE216273,GSE216292_14_v_2_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TCTN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9752
TCF20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05139
ARHGAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22357
SNAPIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43787
TFAP2E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6281
MAP3K4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49255
Ciliary plasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.03
CHMP1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95993
SLC39A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89271
TMEM102	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86642
GSE234289_5_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE131161_1_v_4_rarres1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97618
GSE246184,GSE246195_0_v_1_sin3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DNAJB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.4087
Reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ACP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06333
PMC7818749-12931_2021_1617_MOESM1_ESM.xlsx-TBX4-ENSEMBL_TBX4	Rummagene Transcription Factor Associations 2026	1.0	null
FAM135A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5834
GSE178714_6_v_0_smad2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FKBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46059
GSX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5368
plasma membrane bounded cell projection assembly	GO Biological Process Annotations 2025	1.0	null
MYCN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25429
GSE162688_1_v_2_pink1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FASN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17242
ROR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48609
SOCS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80192
CYBA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64775
TOP1MT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7055
GSE134029_3_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
RNF207	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92699
PPP1R16B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00698
CISD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93094
ZNF76	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99499
PCMTD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66235
496100622_HIP_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.12919
PMC3303130-NIHMS40463-supplement-4.xls-KamKwaMuk_AA_differences-human_geneID_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
TXNL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24028
PSD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00797
GSE88819_3_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SNAI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.20115
RXRA::VDR	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.5
ZMAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05073
GSE88819_0_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF148	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	146.083
PSENEN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.0363
GDPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.66328
Archenteron	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.709
STX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01859
CTBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33791
Tracheal epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.795
ARF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82131
UBQLN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32323
TTC32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89846
PMC11754605-41467_2025_56327_MOESM3_ESM.xlsx-R157K_vs_MSX1-Gene_name_MSX1	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF567	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.42462
USF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19076
METTL26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8065
POU2AF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73155
GSE135350_3_v_0_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
KIF2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5208
ERVK3-1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50502
TPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21026
MROH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79293
GSE118548_1_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE88819_7_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF770	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	67.4953
Gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
SLC25A17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12559
FOXJ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.82081
IKZF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22616
NME4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75133
MED25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19443
GSE216273,GSE216292_14_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PTCH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91041
RWDD2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.45785
Flagellate	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.038
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-2_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
DCK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65705
NDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47326
ATP6V0E2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10357
PRDM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51693
FLI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54916
AKT1S1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.2699
EPS8L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03443
CBLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44515
NRDC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15456
GSE162892_4_v_5_isox_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF536	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21859
GRIK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49626
TRIL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92216
ASCL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03841
GSE102505_1_v_3_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ipc298	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.204
496100416_FWM_dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.05297
SNTA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99942
PMC7468443-Data_Sheet_2.xlsx-DEG_6h_LPS-Unnamed_7_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
SORL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5072
ADSS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74564
GSE213228_1_v_5_irak2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE154074_5_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PROCA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85179
MCRIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74349
GSPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23211
SELENON	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60743
ERF::NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.8732
GSE195559_2_v_7_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FAM222B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43542
GSE209898,GSE209899_0_v_1_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
KLF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02344
FAM89B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7983
EMILIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36449
Plasma membrane bounded cell projection cytoplasm	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	3.0
C19orf12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77718
GSE152441,GSE152442_6_v_5_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF521	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81436
LGR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37625
GIT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20674
ZNF138	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06558
GSE211989_3_v_2_nlrc3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PABIR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30243
GSE178714_1_v_0_smad2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ESCO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5642
GSE202434,GSE202438_13_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FEZF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	62.9132
GSE101546_2_v_4_setdb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HADHA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67398
GSE99687_0_v_1_smad5_human	RummaGEO Gene Perturbation Signatures	1.0	null
TTPAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61453
B4GALNT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94054
Asthma and eczema	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.522185
STUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44342
ZNF707	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.2731
YY1AP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11286
SPIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	85.1551
GSE168587,GSE168752_3_v_1_tp53_human	RummaGEO Gene Perturbation Signatures	1.0	null
Centriole	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.213
SRRM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68092
COL16A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63045
NANP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0558
USF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74356
NAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1451
PMC4467436-oncotarget-06-6267-s002.xlsx-140527_cd44Cutoff_txt-PAX6-M_PAX6	Rummagene Transcription Factor Associations 2026	1.0	null
RFX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.306
ZNF546	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76627
GSE184902_4_v_0_adipor1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10795826-jciinsight-8-170518-s128.xlsx-Fig_5B-Gene_Regulated_by_VDR_VDR	Rummagene Transcription Factor Associations 2026	1.0	null
SEPTIN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22873
Spermatozoon	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.664
EIF4EBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84473
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-8_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
496100586_HIP_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.38611
TP53BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82255
GSE158834_0_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
HNRNPM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44762
ACSM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5794
ENTPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4305
SUMF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74356
496100527_FWM_possible Alzheimer's disease_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.47155
Centriolar satellite	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.062
TMEM94	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05046
FADS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09092
GSE195713_0_v_1_lapatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PGAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13476
XYLT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18985
PRPF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29125
GSE210101,GSE210114_1_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
RMND5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71812
GSE102505_4_v_0_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE95077_5_v_3_amiloride_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZMYM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70065
GSE171837_3_v_1_bortezomib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
HAND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35932
CAPN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16955
STARD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63437
PRR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8664
ZNF446	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6775
FST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62047
GSE224969,GSE224971_0_v_5_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE102505_5_v_0_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE210662_3_v_1_znf165_human	RummaGEO Gene Perturbation Signatures	1.0	null
SPINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50476
GSE154074_1_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
BNIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3401
PMC11447041-41598_2024_74391_MOESM4_ESM.xlsx-B_ATF4-def_Tg_2_vs_DMSO_2-Unnamed_1_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4823830-ncomms11171-s4.xlsx-high_in_shRNA_GATA3-GeneSymbol_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
FLOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.06219
ZNF189	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.2939
GSE131649_6_v_10_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-8cell_CTCF-Unnamed_1_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
LRRC45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64237
MMADHC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86918
ZNF284	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96833
ZNF320	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88534
METTL16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72314
STAU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86138
ZSCAN9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80728
PYGB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81242
SMG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50819
PANX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10941
GSE154074_2_v_4_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE102505_6_v_0_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11447041-41598_2024_74391_MOESM4_ESM.xlsx-B_ATF4-def_Tg_2_vs_DMSO_2-Supplementary_Table_4B_DEGs_in_ATF4-def_cells_comparing_Tg_2h_to_its_DMSO_control_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
SAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5956
RALBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53416
MAPK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4306
COPS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00017
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-7_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
LHX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60777
TCF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19773
SVBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72303
WDR54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3319
PRR36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80395
PGK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77099
GSE88819_1_v_2_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF708	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.9364
cilium organization	GO Biological Process Annotations 2025	1.0	null
Katanin complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.582
TMEM143	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10702
GSE234289_3_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
HMGB1P1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3059
PDE12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05372
GSE88819_5_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210377_0_v_1_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
KIAA2026	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89814
DPP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69331
MSH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73552
ZBTB40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42044
SP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78782
ELF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76532
IFI16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87871
PMC12178937-mmc6.xlsx-L_MT1_KDvsD_MT1_KD_deg_all-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
WASH complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.144
MLEC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60826
STOML2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67499
CCNG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.0647
CXCL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44312
KHDC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41985
RAX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.52244
HEYL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0443
OLFM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05065
MTG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45037
PURA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2762
NFATC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11146
PON2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04144
TRMT1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93588
GSE118548_1_v_2_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SEC24D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74631
PMC3889689-elife01439s001.xls-RFX2_rnaseq_chip_DirectDE_final-ENSG_ID_RFX2	Rummagene Transcription Factor Associations 2026	1.0	null
CACNG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60152
RNF227	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92939
PMC11696420-41467_2024_55617_MOESM3_ESM.xlsx-Sheet1-Supplementary_Data_1_The_2495_differentially_expressed_genes_between_the_L3MBTL3_knockout_L3-KO4_or_L3-KO5_and_control_C_groups_of_SUM159PT_cells_L3MBTL3	Rummagene Transcription Factor Associations 2026	1.0	null
Pericentriolar material	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.06
H4C8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99858
H3C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98491
TBC1D7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80365
SLC25A37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69879
ETS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08153
RAP2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7047
GCM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8651
SYNE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83122
ANKRD16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85327
GSE220520_5_v_9_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MIDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76037
GSE102505_6_v_3_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
STOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64437
PMC5113908-pone.0166185.s004.xlsx-Supp_1-Supplementary_Table_1_mRNA_expression_correlates_with_STAT3_phosphorylation_for_1279_genes_STAT3	Rummagene Transcription Factor Associations 2026	1.0	null
BCL2L13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17591
Ciliary plasm	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	3.0
ATP6V1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01301
GSE88819_1_v_4_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE237040_2_v_1_notch3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NKX2-4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.218
DDX43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52333
PMC11447041-41598_2024_74391_MOESM4_ESM.xlsx-B_ATF4-def_Tg_2_vs_DMSO_2-Unnamed_2_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
LARP1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94568
CD40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.6468
PCSK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31487
PMC8481886-Table_1.xlsx-A_subsets-iMSC_bone_marrow_MSC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-5_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
MAF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.8369
TMEM131L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65995
GSE209898,GSE209899_0_v_1_flcn_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE229698_1_v_2_traf7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE189356_5_v_4_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
WSB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0199
N-terminal protein acetyltransferase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.161
NLK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83655
ARL6IP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37262
MIA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76034
CARNS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79548
GSE102757_1_v_0_panobinostat_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
EIF4E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94369
HERPUD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30907
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-ICM_CTCF-Unnamed_1_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
Female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
NMRAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44815
MAST2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.174
GCNT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0135
BTBD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83057
ZNF282	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64137
STRN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57663
GSE120612_6_v_1_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MAFA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.8311
FBXL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68605
NUP58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07763
HFM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70783
GSE225141,GSE225143_2_v_3_mettl3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSK3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40894
NUDT22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46131
GSE210101,GSE210114_4_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE220668_0_v_1_ncapg_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE236280_0_v_1_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF883	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78362
GSE124410_6_v_0_stk40_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF454	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	123.083
ZNF706	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16376
PMC4387713-supp_gad.255984.114_Table_S5.xlsx-S5E-Down_H3K27me3_DPY30_KD-Unnamed_12_AR	Rummagene Transcription Factor Associations 2026	1.0	null
SLC17A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62008
Internal female genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PABPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21547
H1-5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68552
GSE148692,GSE148695_5_v_4_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MAFG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74579
DDX23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23791
TSPAN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97914
GSE131377_1_v_3_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152441,GSE152442_0_v_5_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9046280-41467_2022_29963_MOESM5_ESM.xlsx-ASCL1_motif-Gene_Name_ASCL1	Rummagene Transcription Factor Associations 2026	1.0	null
RAB5IF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09202
GSE80819_0_v_1_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
CBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74077
INTS10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6004
PMC8755441-mmc3.xlsx-IRF3-Up-IRF3-GM12878_IRF3	Rummagene Transcription Factor Associations 2026	1.0	null
DHCR7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31981
FOXK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73934
Cilium	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	3.0
SLC6A9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84205
GSE210662_2_v_1_znf165_human	RummaGEO Gene Perturbation Signatures	1.0	null
RELB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.935
ZNF180	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87332
Plasma membrane bounded cell projection cytoplasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.976
PMC7927818-AAC.01755-20-s0002.xlsx-Supplemental_Table_1-Supplemental_Table_1_List_of_significantly_altered_genes_in_MDMs_differentiated_in_the_presence_of_PrEP_FTC_v_No_Drug_TDF_v_No_Drug_FTC_v_TDF_SRY	Rummagene Transcription Factor Associations 2026	1.0	null
TWIST2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.28853
GSE112765,GSE112767_1_v_0_ddx6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC12619835-41467_2025_66007_MOESM8_ESM.xlsx-Classical_KLF5_peaks-Gene_Name_1_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
PICALM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71893
GAREM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7601
RXYLT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92334
GSE65617_0_v_4_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SLC2A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47509
ZNF471	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49761
UBTF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1852
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-9_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE148692,GSE148695_2_v_3_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE57871_1_v_12_vorinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
ARID1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92579
TLE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06062
SMTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95441
ZNF888	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85427
ZNF524	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.0997
DCAF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58576
SMIM10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76027
ZBED4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	127.221
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
CRTC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42581
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-D_ATF4-def_vs_HCT116_Tg2-Unnamed_1_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
PDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4981
GTPBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31355
RAD50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16394
ATG13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1162
GNG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76613
PMC8563805-41598_2021_858_MOESM2_ESM.xlsx-Supplementary_Info_6-Gene_List_6_The_list_of_human_orthologs_of_the_downregulated_fly_DEGs_identified_from_TRAP_control_vs_PARIS_wild_type_comparison_ZNF746	Rummagene Transcription Factor Associations 2026	1.0	null
MRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47498
SIVA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29925
SOX9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72425
GSE199255,GSE199356_6_v_2_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TTC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6364
GSE185944_0_v_1_pth1r_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC5848610-supp_gr.228809.117_Supplemental_Table_S4.xlsx-Table_S4D-Supplemental_Table_S4D_List_of_differentially_expressed_genes_upon_siZFX_with_promoters_bound_by_ZFX_in_C42B_ZFX	Rummagene Transcription Factor Associations 2026	1.0	null
SLC39A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11855
BICD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95359
NEURL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86636
COX11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29694
CBX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23854
Brain	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	57.9171
COASY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11307
GSE133213_11_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FRAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64051
GSE174522_1_v_0_spp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RAG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2346
FLT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12507
496100445_HIP_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.08046
TMEM178A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28626
GSE198982,GSE198986_1_v_2_daunorubicin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZCCHC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77646
DOCK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41912
G6PD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87404
Microtubule organizing center	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	3.0
ZNF574	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.396
CNFN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04028
TET2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54241
CTSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.50148
POU5F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.18283
ELOVL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91424
ZNF586	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29714
ZNF547	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.7712
PJVK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61496
GSE195514_0_v_1_stk25_human	RummaGEO Gene Perturbation Signatures	1.0	null
F8A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9238
PI4K2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78769
NFIC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.728
TMEM25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3096
GPR25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34926
ASPRV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52734
NR1H4::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.3568
Gracilis muscle	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.587
Axonemal central pair	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.923
NFIX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.3362
CALCOCO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3777
TDRKH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97979
LONP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45774
ZNF287	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7194
TSEN34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32855
AAMP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84187
NFKBIE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50366
GSE235587_2_v_0_mitoxantrone_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRCC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.79091
TSEN15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22483
GSE216147_0_v_1_rbm20_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE157960_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MAT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51801
PRICKLE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31379
GSE88819_1_v_12_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE114883_1_v_5_romidepsin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZBTB39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88537
REXO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70702
496100562_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.31803
PSME4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3486
ATP2C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63439
COQ4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76364
GSE166536_3_v_2_docetaxel_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
EDEM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94088
ORAI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45749
ERMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79057
MAGED2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51735
SETDB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28233
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE203158_5_v_15_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF502	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79533
TPRG1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21875
ZNF768	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.8653
GSE88819_6_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RFXANK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37208
TMEM88	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76724
GABPA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.9169
ARGFX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73089
H2BC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51152
Endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
IKZF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64067
GSE165071,GSE165072_1_v_0_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE69869_0_v_1_panobinostat_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
EPHA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.65462
PAFAH1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79393
SELENOF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24268
PPP3R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37198
PAX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68869
PRUNE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44915
CISD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92349
GSE85880,GSE85881_4_v_2_tretinoin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Cytoplasmic region	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	3.0
SYT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9831
GSE153189_2_v_0_interferon gamma_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
WBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35975
SUN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48509
SLC35C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00706
LTA4H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0555
ZCCHC18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21933
SOHLH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51278
Axonemal central apparatus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.909
MAGEB17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42601
ORC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29707
GNB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71648
METTL13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44323
PIEZO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36159
GSE235390_4_v_0_lurbinectedin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PEG10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40482
GSE57871_11_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
REXO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.087
EEF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67512
MMRN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46412
PHOX2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24729
GSE140576_0_v_2_plag1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE225647_1_v_3_srsf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE148692,GSE148695_2_v_4_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE222598_1_v_0_sf3b4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NR3C1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.304
FAM86C2P	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2546
PMC3889689-elife01439s001.xls-RFX2_rnaseq_chip_DirectDE_final-GeneName_RFX2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE220600_1_v_2_clpp_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Manchette	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.686
CHAMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44451
PICK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77277
GSE184902_4_v_0_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CCDC34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49689
Cytoplasmic region	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.639
TENT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32226
SLC29A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38643
GSE135244_0_v_1_trdmt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PREPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44561
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-10_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
SHANK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40561
GSE145990_1_v_0_ibrutinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SEPTIN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90206
496100455_FWM_dementia_TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.05771
KNDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67776
Ciliary membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.219
9+0 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.69
HJURP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30918
496100597_HIP_dementia_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.42894
GSE88819_6_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC4219345-1471-2121-14-52-S3.xlsx-BORIS_hNP1-Gene_Symbol_CTCFL	Rummagene Transcription Factor Associations 2026	1.0	null
KDF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0425
FAM83F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53553
IQCC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87015
Sperm annulus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.215
PMC4634137-ncomms9549-s7.xlsx-ZF_Hair_cell_data-Unnamed_1_CREBZF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE217694_4_v_0_pold1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE154074_2_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE150669_2_v_1_roxadustat_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Ovary	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CCDC28B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02859
PPM1N	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7115
GSE171572_1_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SOWAHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42698
GSE234340_9_v_2_muc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CCDC142	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54606
PRR22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8394
PMC8481886-Table_2.xlsx-A_subsets-AF_MSC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6742760-41467_2019_12079_MOESM10_ESM.xlsx-Data_S8-Supplementary_Data_8_Target_genes_of_FOXA1-bound_enhancers_FOXA1	Rummagene Transcription Factor Associations 2026	1.0	null
SYDE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02221
SLC22A23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67142
GSE145790_0_v_1_bruceantin_human	RummaGEO Drug Perturbation Signatures	1.0	null
RNASE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93825
SENP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76378
GSE93309_5_v_3_prmt1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF618	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.264
DUS1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52379
496100352_FWM_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.21147
ZNF479	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9709
ZNF829	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42624
Axonemal dynein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.862
ZCWPW1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36283
CCNQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80697
Ciliary basal body	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	3.0
DDI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04298
MAGT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.4132
Inner dynein arm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.882
Nasal lavage fluid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.511
CCN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74936
ZBTB11	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.461
CTSD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13223
H2BK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02322
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-DEG_KD_PC-Symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CBX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35893
NAGS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80091
DDAH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.388
mt3	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.083
ZKSCAN8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60027
SDCBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11762
GSE88819_1_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CYB5R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18763
ZNF660	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34856
CBY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97427
RAX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12917
NDUFA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01001
GSE157960_0_v_3_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE217405_0_v_1_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DLX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98905
THRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.2637
AGXT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49361
CPHXL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63257
Urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
MYOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73494
ZDHHC23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32207
ZMYM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33856
GSE112860_3_v_4_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
EEF1AKMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87374
Head	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CTSB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67338
SFT2D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.73275
CCDC115	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20875
LRRC8D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43495
RPS26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66306
WRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37712
igr39	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.136
496100277_FWM_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.31289
HOXA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83823
GSE215109_0_v_2_ep400_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE187006_0_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Dynein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.523
ROCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28775
PLB-985 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.893
PR-DUB complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.645
ZNF331	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86301
BCL9L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66214
ZNF443	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67201
GSE82104,GSE82299_1_v_0_acriflavine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE229914_2_v_3_keap1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF775	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02179
GSE167004_0_v_3_thpo_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12178937-mmc6.xlsx-L_AKAP12_KDvsD_AKAP12_KD_deg_al-gene_id_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE142210_2_v_8_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE122215,GSE122217_0_v_1_peg10_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100576_HIP_dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.50206
CSNK1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52118
TCF24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14601
SULT2A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87832
YIPF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6571
FAAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20576
L1CAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12821
GABPB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82939
CAPZB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50344
NAMPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38611
AVL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15831
MGAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36072
GSE183994_3_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE191105_2_v_4_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NCDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64315
GSE164884_2_v_3_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
FAM124A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67868
TSC22D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70989
GSE185163_3_v_1_clic4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IRX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34185
C1orf216	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04149
GSE237053_1_v_0_comt_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZBTB14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.59567
PMS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9132
EID2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.39032
HSFY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17109
TNFSF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81752
GSE203158_0_v_14_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PLA2G15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14335
VSX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25278
NBDY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.31018
ZNF723	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55487
EGR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18371
SLITRK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87964
Mosaic loss of chromosome Y (Y chromosome dosage)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.6
ZNF486	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05111
PRDM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.8828
GSE120370_4_v_3_thrombin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-3_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE109140_2_v_3_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE88819_1_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ALG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15988
PTPN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31364
HNRNPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69445
NCSTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08746
GSE73561,GSE73563_0_v_1_mef2c_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE57871_11_v_12_vorinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
ACSL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56063
ZBTB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02947
STX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71861
WARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03859
RERE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1023
PMC7818749-12931_2021_1617_MOESM1_ESM.xlsx-TBX4-SYMBOL_TBX4	Rummagene Transcription Factor Associations 2026	1.0	null
ZFYVE16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34811
MBIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26584
Central nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CD164L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04168
CTAGE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34157
FGFR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03947
GSE180200,GSE180201_15_v_1_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100654_HIP_no dementia_no TBI_86_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.32547
EFNA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81989
9+2 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.938
NHLH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	79.8746
C1orf210	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45569
KAT2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19089
Deuterosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.763
SASS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.5384
BUB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62777
PRDM12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11937
Oral apparatus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.083
SH3BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50494
GSE148692,GSE148695_7_v_3_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LPAR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26599
GIPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77349
CAMTA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74518
GSE220914_1_v_0_zdhhc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF610	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	73.7791
HIP1R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80264
RELA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51309
GSE114883_0_v_5_romidepsin_human	RummaGEO Drug Perturbation Signatures	1.0	null
HDAC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77886
GLI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82064
CARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77059
GSE175787_11_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9996951-40659_2023_417_MOESM3_ESM.xlsx-Osteo_vs_MSC_Array2_hypo_er_txt-Downstream_NAME_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
CASC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92679
STK11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82039
LDAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73481
KLF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32199
GPRASP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78671
PRKCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49644
Radial spoke	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.122
IRS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95357
PMC9181267-mmc3.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-GSEA_name_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
ELF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.7255
Axoneme	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	3.0
PMC7430827-12864_2020_6933_MOESM4_ESM.xlsx-Sheet1-Additional_file_4_Table_S4_A_list_of_3_062_genes_containing_locus_where_only_KD_had_non-synonymous_SNPs_compared_to_other_duck_breeds_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PXMP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14397
TARDBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.60271
Male pronucleus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.533
SP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.01998
EVA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.85231
GSE174498,GSE174500_2_v_1_asparaginase_human	RummaGEO Drug Perturbation Signatures	1.0	null
REST	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	63.2959
MCIDAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48644
FXYD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98208
GSE235390_4_v_2_lurbinectedin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF600	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.50583
GSE145323,GSE145324_1_v_0_rfx3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-D_ATF4-def_vs_HCT116_Tg2-Supplementary_Table_2D_Contrast_ATF4-def_Tg_2h_vs_HCT116Tg_2h_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
SPTLC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70369
PMC5390115-mmc3.xlsx-DE_Lists_Exp_2-H1-EC2_3-fold_TCF15	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11669947-JCSM-16-e13672-s001.pdf-93-GLIS3_GLIS3	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11754605-41467_2025_56327_MOESM3_ESM.xlsx-R157K_vs_MSX1-Gene_id_MSX1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE175883_0_v_1_dis3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC11426526-ppat.1012555.s014.xlsx-DEG_DC_C91-PL_LPS_vs_DC_Jurkat-DEG_MDDC_C91-PL_LPS_vs_MDDC_Jurkat_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GJA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32838
HSFX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88967
Macronucleus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.296
NEURL1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66833
BICDL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40513
SLC8A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5781
GTEx Brain 20-29 vs 30-39	GTEx Tissue-Specific Aging Signatures	1.0	3.56082
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-4_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE128333_2_v_0_tcf4_human	RummaGEO Gene Perturbation Signatures	1.0	null
TOMM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40986
STX16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.0023
TTLL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71007
GSE233679_5_v_0_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
IER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59951
Serous cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.697
dbtrg05mg	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.929
WASF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57667
ALAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05472
PMC11749115-loae020_suppl_Supplementary_Table_S2.xlsx-CHOP-high-gene_DDIT3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE102505_1_v_0_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Outer dense fiber	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.615
Accessory sex gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.758
RNASEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75488
POLR2I	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45068
GALM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20911
IPPK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22585
HPDL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57797
NFIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.3084
ISX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81371
STX1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22435
METTL7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95019
BEND5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51535
GSE131887_1_v_2_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ATOH8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43052
TRIM45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33965
RNPEP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79315
NADSYN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70836
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-1_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
PEDS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65268
UBE2Q2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40836
EWSR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77336
SLC45A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20552
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC12619835-41467_2025_66007_MOESM8_ESM.xlsx-Classical_KLF5_peaks-Nearest_Ensembl_1_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
ITGA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97667
FERD3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82883
ZXDB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3922
GSE233679_5_v_7_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RCBTB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33828
ZNF460	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	251.671
LAMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15963
KIF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91674
CLDN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18135
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-D_ATF4-def_vs_HCT116_Tg2-Unnamed_2_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
DGCR8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56365
GSE120612_7_v_1_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FMR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2158
AQP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.68371
TSPAN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21391
NLGN4X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90528
Female reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ZKSCAN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33004
GSE144745_0_v_1_mettl4_human	RummaGEO Gene Perturbation Signatures	1.0	null
ITGB1BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99918
MACO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24527
DLX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73129
H2AX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96163
MTHFD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.89327
GPR150	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60993
Ciliary base	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.255
NRIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94735
ERG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23452
PMC7914369-thnov11p3676s2.xls-BPTF-KOvsCtrl-AccID_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
AZI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3671
GSE173578_1_v_0_atf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SEPHS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54732
GSE126345_7_v_5_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Outer dynein arm docking complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.386
Cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.817
SP140	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46128
UBE3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.27857
GSE58724_1_v_0_oxymetholone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_3_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Oviduct	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE131887_1_v_0_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
VWDE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43141
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Combined-MYB_Combined_sgRNA_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
EPOP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9123
ZNF487	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65937
HCN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12832
Sperm flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.452
GSE179693,GSE179694_4_v_2_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
ARL4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56362
PARP12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97788
ZNF135	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	161.849
PMC12178937-mmc6.xlsx-L_AKAP12_KDvsD_AKAP12_KD_deg_al-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ZDHHC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98873
ABAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96371
HOXD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05563
CDC42BPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1989
PAX9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.17143
TSPAN14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40616
GSE241701_4_v_3_daxx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120612_4_v_1_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
AGO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.046
Ciliary tip	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.155
PMC9013128-NIHMS1795992-supplement-6.xlsx-ARID2_MUT_Dowregulated-Gene_name_ARID2	Rummagene Transcription Factor Associations 2026	1.0	null
CHCHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97439
GOSR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0652
DHX57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67382
CNDP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02148
Sperm flagellum	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.038
PEX14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0835
MAZ	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	100.108
ANKS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.32524
NFE2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01562
BLTP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40252
FBXO48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55953
Food vacuole	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.552
MYBL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79108
GGA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96437
GSE200839,GSE233826_2_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GBAF complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.611
KLK10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77914
GOLGA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67032
MPHOSPH8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.34697
AKAP8L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15527
GSE125025_2_v_3_lyl1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PLCXD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25405
ZNF343	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	64.2357
PMC11799530-12276_2024_1380_MOESM1_ESM.xlsx-DEG_KD_PC-Ensembl_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMPCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50217
ERI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15483
ETFBKMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87905
PMC10169359-13058_2023_1653_MOESM1_ESM.xlsx-Table_S9-Table_S9_Genes_differentially_expressed_between_TP53_mutant_and_wild-type_pBCs_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
ZFP57	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0543
ZCRB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03706
PMC12178937-mmc6.xlsx-L_MT1_KDvsD_MT1_KD_deg_all-gene_id_AR	Rummagene Transcription Factor Associations 2026	1.0	null
HNRNPA1L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.23944
496100580_PCx_possible Alzheimer's disease_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.29677
DDB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66458
GSE236454,GSE236456_0_v_1_angiotensin ii_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE153189_1_v_3_stat1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
COQ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73815
PMC8384902-mmc5.xlsx-H128_ASCL1_ChIP-Symbol_ASCL1	Rummagene Transcription Factor Associations 2026	1.0	null
CDYL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38166
RAB11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13226
496100611_FWM_no dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.70783
SLC25A22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72227
RNF126	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11025
DHX30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98672
VAX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70696
GSE137177_2_v_0_folic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
DCP1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93483
RAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.598
TMX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70805
HK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.26619
cilium assembly	GO Biological Process Annotations 2025	1.0	null
LRRFIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61744
EHF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.5107
TPRX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.804
ACY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54119
Axonemal outer doublet	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.859
PMC7581777-41419_2020_3029_MOESM6_ESM.xlsx-MNX1_ChIP-Symbol_MNX1	Rummagene Transcription Factor Associations 2026	1.0	null
SLU7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10788
organelle assembly	GO Biological Process Annotations 2025	1.0	null
NKRF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93395
GSE57871_5_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
SMDT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75024
PCGF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87188
SHOC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15622
MMP23B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66683
PIGU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47659
SIRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92685
LY6G5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17854
B4GALT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70371
DHRS4L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3019
DNAJC19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02242
GLRX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24258
MYL6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53356
MT-4 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.182
NR3C2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.0382
ATIC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56334
GSE157592_1_v_0_tet2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SAMHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9993
PMC7468443-Data_Sheet_2.xlsx-DEG_2h_LPS-Unnamed_7_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF540	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2125
496100345_FWM_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.10722
TXK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41458
H4C7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81879
CNOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06211
FGD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27376
Motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.659
FADD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62706
MRPS18A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51246
CIR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32206
DGKZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.98087
SALL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55568
Bile	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.794
CLIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67258
BMF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90655
TEX45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14495
ELK4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5334
ZNF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54858
SMAD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74283
GSE153189_2_v_0_stat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PROSER2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15998
ZNF358	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30203
CENPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87922
WDR11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84958
PMC7468443-Data_Sheet_5.xlsx-LPS_2h_over_6h-Unnamed_7_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE171180,GSE171181_0_v_1_e7107_human	RummaGEO Drug Perturbation Signatures	1.0	null
lm10	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.545
COX5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47355
Outer dynein arm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.807
CH25H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28409
Nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
TMEM183A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51833
TNNC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85115
PMC7439574-13148_2020_914_MOESM2_ESM.xlsx-log2_fold_change_-2-1280_genes_are_more_than_four-fold_downregulated_in_PRDM8-_-_compared_to_control_PRDM8	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF577	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27988
RETSAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97062
CRYBG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00492
ATF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77652
AMMECR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60612
NOSIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58368
GSE131161_5_v_4_rarres1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE178292_0_v_3_melphalan_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE137177_1_v_0_folic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE153189_1_v_3_interferon gamma_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE85880,GSE85881_0_v_2_tretinoin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GZF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07103
PROCR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16111
PMC12123029-41598_2025_3625_MOESM1_ESM.pdf-49-MEF2D_MEF2D	Rummagene Transcription Factor Associations 2026	1.0	null
SLC12A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82785
GSE119498_2_v_5_setd5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
POTEE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14004
ZNF462	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65597
PRSS27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07224
FAM118A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11852
MICAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76119
GRAMD1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.73452
PMC10879698-mmc1.pdf-12-ZNF230_ZNF230	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF572	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23744
GSE217405_0_v_1_osimertinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ENTPD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46569
ANKRD24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75204
DPPA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78154
MAP3K11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94336
ARHGAP11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60718
COPS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18368
TXNDC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01372
GSE175787_5_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
RAB32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53096
Axoneme	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.03
RILP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11794
PLK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1215
GSE101546_2_v_1_setdb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF266	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70568
arl6	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.658
GSE113221,GSE113968_4_v_1_prdm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TCF12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.1721
PABPC1L2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88186
NUP50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85684
ACD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7402
SH2D2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14153
CARF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47477
COMTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88808
ZNF722	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77897
TCF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.2649
ALDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85758
ABCG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39236
TP53BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36172
GSE132759_4_v_0_fgfr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE195663_7_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11196642-41419_2024_6838_MOESM5_ESM.xlsx-Supplementary_Table_3-Supplementary_Table_3_Differentially_expressed_genes_in_RNA-seq_between_MCF7_SMAD4-KO_and_parental_groups_SMAD4	Rummagene Transcription Factor Associations 2026	1.0	null
PDHX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02395
PMC6941881-mmc4.xlsx-IR_only_down_DEGs-List_of_DEGs_that_are_downregulated_upon_PRMT5_KD_only_in_IR_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
NCKAP5L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86744
GSE158834_0_v_13_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
PNRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09139
KDM4E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51274
GSE169356_0_v_5_ivermectin_human	RummaGEO Drug Perturbation Signatures	1.0	null
WHAMM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77615
CBY3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80036
Flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.077
HTT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03549
MTMR6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56611
LIMD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4494
PMC8494348-pone.0257161.s002.xlsx-only_OXT_NOT_ext-OXT_ext-Gene_Name_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
ORMDL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46607
BTBD18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.71501
RAB5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18609
ZBED4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86544
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Gene_Name_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7673140-41467_2020_19575_MOESM4_ESM.xlsx-Data_S1d-List_of_2302_of_genes_differentially_regulated_by_SOX2_FDR_0_1_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE223334_3_v_0_bcl11b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ESPNL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42107
SNCG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33172
SEMA4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.22196
RAI14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88474
PMC9181267-mmc3.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-orthofinder_human_gene_names_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
PEX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75753
SMARCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07451
PMC6904118-NIHMS1544763-supplement-5.xlsx-MYB_Individual-MYB_sgRNA-6_MYB	Rummagene Transcription Factor Associations 2026	1.0	null
POLR2J	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65631
CDS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64375
PAX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39549
ZNF106	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84613
COX6C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0839
FOXE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39085
GSE183994_1_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SV2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83334
GSE195568_3_v_10_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100412_FWM_possible Alzheimer's disease_TBI_87_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.31861
FNDC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13707
TRPM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84564