association	dataset	threshold value	standardized value
ZNF316	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23651
RBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55584
regulation of flagellated sperm motility	GO Biological Process Annotations 2025	1.0	null
GSE202603_1_v_2_bhlhe40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.439
SPINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3235
SEMG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05634
REV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68429
AGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34029
UNC13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23932
PAQR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31784
ZNF8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.8494
LGI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39423
DMRTA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.4763
GSE223893_2_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
STAT3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2474
GSE239844_6_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF114	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59162
SMARCD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14499
Intraciliary transport particle B	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.725
TRIAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53637
AJUBA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21144
UROS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72663
GOLPH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62112
ADAD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95907
SFRP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52761
ARPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60528
SWSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87919
TRA2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28008
GSE175787_8_v_6_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SPTSSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98175
Prdm15	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.6576
SLC43A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77258
Microtubule organizing center	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
SOX9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72425
MYLIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78605
GSE205070_1_v_6_mertk_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
cilium movement	GO Biological Process Annotations 2025	1.0	null
Gli2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.569
NCAN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.57153
RAP1GAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76571
WDR6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93115
PTPRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54573
MMD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96343
Pelvic varices	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.354
EDRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84817
MEOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.1402
PHYHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42689
GSE87404,GSE87812_1_v_0_hoxa9_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
APOBEC3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3924
GSE153064,GSE153065_1_v_2_hdac3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CRTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60389
Exodeoxyribonuclease VII complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.043
HOXB5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.8756
GSE193993_4_v_2_sstr2_human	RummaGEO Gene Perturbation Signatures	1.0	null
Female reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
POGZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97315
Ciliary plasm	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
KRBA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24491
POU3F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02798
GSE193258,GSE193259_2_v_3_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ADRB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63127
OCIAD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42986
MYB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.7145
FBLN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62591
Microtubule cytoskeleton	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
PLA2G12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.20742
EDARADD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95107
Radial spoke	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
GSE217405_0_v_1_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Intraciliary transport particle A	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.924
STAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22346
Male infertility due to acephalic spermatozoa	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.263
GSE96641_5_v_0_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
regulation of cilium movement involved in cell motility	GO Biological Process Annotations 2025	1.0	null
PMC11392820-41556_2024_1475_MOESM3_ESM.xlsx-Supplementary_Table_9-Supplementary_Table_9_Expression_level_of_OTX2_targeted_genes_n_999_related_to_Figure_6_OTX2	Rummagene Transcription Factor Associations 2026	1.0	null
CGRRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24004
F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19631
Sperm midpiece	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.148
VPS35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21934
GSE143316_0_v_6_somatostatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE116354,GSE117379_2_v_4_cox2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE184902_4_v_0_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
SHISA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.20775
MICOS13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90259
Outer dynein arm docking complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.855
OSGIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78331
AGAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53959
ZNF484	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52511
FCGRT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95623
Sperm head	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.504
NECAB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5742
XKR8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99473
Mecom	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	38.4444
NAPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03538
LMX1B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.7743
TMEM19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2618
MEX3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.67289
RNF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28894
TBX15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91655
GSE74490_0_v_1_triptolide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
HOXD9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.2384
ACTRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4148
Male infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.005
Cell projection	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
TFCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.16484
FSTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77051
GSE114992,GSE114993_0_v_5_irf5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9950457-mmc3.xlsx-AP2A_binding_sites_GRHL2_KO-LRRC32_GRHL2	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF157	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98424
Hi-5 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.685
GSE160293_2_v_4_celf6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CUEDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17697
Idiopathic interstitial pneumonia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.005
retromer, cargo-selective complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.264
496100362_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.04965
TSG101	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08244
NCOA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5472
Panic disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.049
KMT2E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98346
CHRNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8056
CEBPA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2527
PMC8370976-41467_2021_24932_MOESM7_ESM.xlsx-Annotation-Supplementary_Data_5_GO_and_metascape_analysis_of_the_genes_upregulated_in_U87_cells_upon_ZNF768_knockdown_ZNF768	Rummagene Transcription Factor Associations 2026	1.0	null
NPAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13431
HOXA10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.5408
CALM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28035
NPIPB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12422
DTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94929
GMIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88218
f1	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.862
motile cilium	GO Cellular Component Annotations 2025	1.0	null
GSE232631_4_v_1_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
H1-5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68552
Centriole	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.182
GSE244518,GSE244520_1_v_0_dnmt3b_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11161988-12906_2024_4523_MOESM3_ESM.pdf-160-ZNF20_ZNF20	Rummagene Transcription Factor Associations 2026	1.0	null
GSE88819_1_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
METTL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84647
GSE246461,GSE246463_5_v_0_mecp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Stat2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	131.436
CBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12752
PHOX2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.517
CNIH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40134
DUSP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31864
Central nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
MEIS2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.8479
Ciliopathy	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.584
Monocyte percentage of white cells	GWAS Catalog SNP-Phenotype Associations 2025	1.0	2.2699
DMTF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97516
LDHB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84392
BLVRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10303
Ciliary membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.974
MFSD12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66015
GALNT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8805
KLHDC7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73043
SMG8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3805
ZIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13596
C8orf33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53003
GSPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22108
496100323_FWM_possible Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.0263
ZKSCAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20907
SWI5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48808
CHGA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1894
ZNF449	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.4902
GSE127790_13_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Regio oralis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.733
Sperm flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.942
Stomach	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
KCND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49919
SSNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18739
YPEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10176
ZNF597	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02007
PMC11461876-42003_2024_6975_MOESM3_ESM.xlsx-Supplementary_Data_1-Supplementary_Data_1_Differentially_Expressed_Genes_HSE_THP1_Vs_THP1_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
ANKRD63	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87733
GSE95302_1_v_4_tamoxifen_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LHX9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8942
PRDX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72195
Ciliary rootlet	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.408
GSE193258,GSE193259_2_v_13_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7617265-EMS137094-supplement-Supplementary_Tables.xlsx-ST18-gene_ST18	Rummagene Transcription Factor Associations 2026	1.0	null
FANCG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58305
OLIG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.1151
HNRNPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69445
Radial spoke stalk	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.096
PMC9181267-mmc3.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-GSEA_name_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
GSE224742_0_v_1_slc1a5_human	RummaGEO Gene Perturbation Signatures	1.0	null
FAM83D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54705
GSE88819_1_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE205163,GSE205164_5_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
regulation of cilium movement	GO Biological Process Annotations 2025	1.0	null
PPP1R3D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76875
DHRS13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5505
GSE180185_9_v_5_setbp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
WASF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.60941
STAT1::STAT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.0355
KCNK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87224
MT-CYB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9444
GSE205729,GSE205731_2_v_3_tazemetostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
PLCD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18119
GPHA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01482
PHETA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99854
GSE122067_3_v_1_mtch2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MAFF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.1497
GSE211983_0_v_2_nicotine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
496100355_HIP_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.93653
HOXA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.5296
TFPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30625
B3GNT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7156
ZNF35	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8563
GSE154074_2_v_4_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC4595011-pgen.1005555.s001.xlsx-MITF_UP-regulated-Gene_name_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
OTUD6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96463
HERC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51008
GSE202434,GSE202438_4_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE235945_1_v_0_pikfyve_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FADD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62706
TGFBR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91576
ARID4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75743
FAM136A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19352
GSE140576_0_v_2_plag1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Axonemal outer doublet	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.592
PMC7291745-12967_2020_2407_MOESM2_ESM.xlsx-Table_S1D_CCF_pairs-locus_PITX1	Rummagene Transcription Factor Associations 2026	1.0	null
SLC35C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08874
Oligoasthenoteratozoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.175
THAP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73337
VWA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74649
OSBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43868
GSE94768_5_v_4_pofut1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Spermatogenic failure 9	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.217
Primary oocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.042
Testis	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Digestive gland	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
VAX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.0565
GMPPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74294
PGLYRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26584
Testicular somatic cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.571
ATG2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36048
TMUB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76253
GSE131161_1_v_4_rarres1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE131161_3_v_4_rarres1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BCAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39934
SAMD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48154
ZFYVE26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.452
GSE136894_1_v_0_psen1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BTG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80699
LCTL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49616
HSF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.5357
Intraciliary transport particle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.288
ZNF275	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89632
CBFA2T3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.58171
DPP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12565
TSPYL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42604
MMAB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23527
Secondary oocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.058
SREK1IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11414
FAM177A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73679
RHBDL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50831
Sperm connecting piece	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.256
THEM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72522
GSE240645_1_v_0_u90926_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8481886-Table_2.xlsx-A_subsets-AF_MSC_UdRPC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
TAF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97217
TOX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64595
HDX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58127
PRKD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24307
DPY19L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70863
MYO1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85119
KHNYN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66276
KLF13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.6073
Spermatid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.484
FAM135A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5834
Nephridium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.963
BRD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.38577
OTP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14817
FAM229B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75984
RABEP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98313
TRIM65	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45426
chr6_87409283_A_G_b38	GTEx eQTL 2025	1.0	1.00285
FEZ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73834
FAM199X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16893
Disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.207
LUC7L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92546
MLXIPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70456
496100416_FWM_dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.12492
LRRC34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56517
KIFC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50637
PHOX2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.5291
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
SETMAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49428
GSE205070_1_v_4_mertk_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE223008_9_v_8_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-GV_RFX-Unnamed_3_RFX1	Rummagene Transcription Factor Associations 2026	1.0	null
MROH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79293
WDHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91661
HSF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.792
EHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14153
GSE174418,GSE174421_2_v_3_mettl5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
WDFY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36178
ZNF397	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52813
PMC6754502-41598_2019_50051_MOESM3_ESM.xlsx-Br_to_Fay_Thermoneutral_LPS-Gene_Symbol_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
Cilium	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
Axoneme	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
TBC1D2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50245
Endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
NatC complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.679
PMC4531812-13058_2015_618_MOESM11_ESM.xlsx-TCGA_Sparse_KM-TFAP2B_TFAP2B	Rummagene Transcription Factor Associations 2026	1.0	null
H3C3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47332
Sox11	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	46.5703
CRTC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17029
GSE199874_4_v_5_gabpb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE175787_8_v_10_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174586_0_v_1_slc4a11_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE131377_1_v_0_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CDR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14686
Mastitis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.021
Seminiferous epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.937
GSE175787_11_v_0_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
Pax7	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.0167
PMC4531812-13058_2015_618_MOESM11_ESM.xlsx-Metabric_Sparse_KM_976-TFAP2B_TFAP2B	Rummagene Transcription Factor Associations 2026	1.0	null
CFL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56772
GSE175787_13_v_0_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
UBE2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39395
Outer dynein arm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.1
APOL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40181
IGFBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60842
GSE175787_8_v_2_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GPS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62564
VASP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92707
Congenital disorder of glycosylation type IIf	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.336
PLEKHN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.45841
GSE94011_0_v_3_pias3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174522_1_v_0_spp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RMDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80291
CHAD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96183
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-GV_RFX-Unnamed_2_RFX1	Rummagene Transcription Factor Associations 2026	1.0	null
ZC4H2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18487
DOK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96344
DENND4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95117
male infertility	IMPC Knockout Mouse Phenotypes	1.0	null
FOXD4L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11486
MPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9112
GSE144231_3_v_5_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RNASEH2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37473
WDR75	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22282
SDF2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.87546
POU5F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52164
H2AC25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83727
KDM6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73208
axoneme assembly	GO Biological Process Annotations 2025	1.0	null
EAPP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61087
PMC12754469-ab-25-0159-Supplementary-1.pdf-11-TEAD3_TEAD3	Rummagene Transcription Factor Associations 2026	1.0	null
N6AMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50084
MVD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40365
regulation of cilium beat frequency	GO Biological Process Annotations 2025	1.0	null
GSE148252_7_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DAXX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41067
GSE175787_8_v_7_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CLPTM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39108
POU4F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.7267
PMC9378714-41467_2022_31999_MOESM10_ESM.xlsx-Supplementary_Data_7-Supplementary_Data_7_Collation_of_genes_possible_regulated_or_co-expressed_with_ELF5_ELF5	Rummagene Transcription Factor Associations 2026	1.0	null
HIRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66282
NR0B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7851
RWDD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79322
GSE205163,GSE205164_3_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF280D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13373
SAP30L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9444
CXXC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.30564
SSR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39625
TOR4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10577
C1orf43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69959
Cryptorchidism	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.132
POU3F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.2372
Foxj2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	93.8636
TST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67769
DPPA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78154
Gata3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.6154
C10orf88	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23445
PROX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56769
GSE185163_3_v_1_clic4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_6_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TIMM44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2015
ZNF845	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96376
RPUSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5014
cone-rod dystrophy 7	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.654
CHST14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80115
BAD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95795
Implantation fossa	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.197
PROP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.235
SLC10A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87348
Brain	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
TEF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.7158
Head	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE157960_2_v_3_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22996
SCAND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29496
TRMT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.93359
SIRPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79693
GSE174418,GSE174421_0_v_1_mettl5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
POU3F4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.1099
ACAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36519
LSM12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55621
LIN28B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22623
MRM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15532
NEUROG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44755
HLF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21211
MLLT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68751
ZNF391	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33456
NPIPA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75638
PTGR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03855
CCDC177	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11927
SBNO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37814
GSE254848_4_v_13_ptges_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AKAP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98222
Manchette	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.998
SRP14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21263
Cytoplasmic region	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.876
L3MBTL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78113
Inner medullary collecting duct cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.715
POU4F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.38693
DPY19L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22615
Arachnoid mater	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.919
ATXN7L3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82286
TCF7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.5187
IKZF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64067
ZNF485	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86183
GSE154074_2_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
RERE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1023
GART	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49183
CWC25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15158
ARGLU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17048
RNASE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95184
HHEX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.27972
FOXC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.8902
ITPRIPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07869
GALT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62708
FEZF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52078
Outer dense fiber	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.484
GSE152734,GSE152735_2_v_0_pbrm1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MTMR6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56611
ZDHHC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31269
ZNF396	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75907
MRAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34314
GSX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20658
ZNF808	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05247
GSE112763,GSE112767_4_v_5_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC2883591-pgen.1000979.s003.xls-NRSF_GENELISTS_WitOut_GeneSig_g-Supplemental_Table_3_REST	Rummagene Transcription Factor Associations 2026	1.0	null
CHCHD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69447
GTF2F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76608
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-GV_RFX-Unnamed_1_RFX1	Rummagene Transcription Factor Associations 2026	1.0	null
MFSD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44846
GSE68156_3_v_5_dextran_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF707	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.7986
SORT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2903
GSE195568_2_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Acute interstitial pneumonia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.499
CDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32981
9+0 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.58
INAFM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15089
Cytoplasmic region	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
B4GALT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8542
BSPRY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82643
GSE191105_2_v_4_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE153189_1_v_3_interferon gamma_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
RNF123	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.485
496100491_HIP_no dementia_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.10349
GSE154197_1_v_0_ints13_human	RummaGEO Gene Perturbation Signatures	1.0	null
FKBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61221
DBP	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.884
NID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2043
GSE183994_1_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ANKRD13D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33042
POU3F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.5882
ELL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74334
DBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92937
NDUFB11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26284
SMYD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8952
CLK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98641
Foxo1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.2411
GSE131161_5_v_4_rarres1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PUS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83635
ZNF268	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97707
FOXJ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45178
PPP4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05833
XPO7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61098
PMC3702285-cddis2013211x6.pdf-46-PLAG1_PLAG1	Rummagene Transcription Factor Associations 2026	1.0	null
RAB11FIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97782
ZNF766	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.2352
PABIR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84484
chr6_87465648_T_C_b38	GTEx eQTL 2025	1.0	1.14434
TMEM51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02219
EBPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14117
PLAGL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.0719
SNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11132
MAEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87154
GSE96641_3_v_4_esrp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Varicocele	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.486
Flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.421
HSPBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8463
ATRX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56027
UCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27677
Spermatogenic failure	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.186
HECTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94301
ELF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.8669
TBCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15795
GSE205976,GSE205978_2_v_4_cep83_human	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	2.30878
FOXB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.1725
GSE205070_2_v_7_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PPP1R14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04314
MTHFD1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69258
CALB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42463
UBE2W	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9113
RORA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.58
ECEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.878
BAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27732
GSE205163,GSE205164_2_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
Zona pellucida	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.094
SLC25A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86494
ANKRD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45092
GSE175787_8_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SOX15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3453
Rheaume et al.Nat Commun.34_Retina_Mouse	CellMarker Gene-Cell Type Associations	1.0	null
XPNPEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81745
ZNF57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19387
RCBTB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33828
ZDHHC19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74068
PHC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82962
INKA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26083
KIAA0319L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87175
GSE102598_1_v_2_nmda_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Ciliary basal body	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
G3BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33874
MED27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70863
NUP210	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06454
Ciliary vesicle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.52
ZNF593	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84645
PABPC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79498
CD276	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89985
ABCC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74625
PTPN13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98953
C22orf39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.791
Pontocerebellar hypoplasia type 6	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.381
SLC35B3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34995
HMGN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08779
KLF15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8213
AP1AR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00273
TEAD4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.3805
TRMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9685
PAFAH1B3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36333
ACAD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3749
CDX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.1613
MTARC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78623
GSE118617,GSE118619_0_v_1_foxp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Gli1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.5676
PMC8482521-mmc13.xlsx-Phosphosites_12_hr_48_hr_MLR-Gene_names_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
EZR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76977
POU2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.8571
DNAJC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24412
CALHM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44369
COL1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47188
NBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36612
GSE180185_7_v_5_setbp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
METTL18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34888
RUNX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9036
RANBP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57626
HMMR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26678
GATA6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4086
ASPSCR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6516
GSE135350_2_v_7_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
RASL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13551
Sperm fibrous sheath	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.623
TAF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59862
ALKBH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60795
TMEM205	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98597
SIPA1L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73039
NUDT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68763
MMP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41682
NUDCD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88885
DICER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14569
female infertility	IMPC Knockout Mouse Phenotypes	1.0	null
Internal male genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
H2AB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8037
TSPAN14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40616
Foxo3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.5851
H2AZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71811
HS2ST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69716
DNLZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94159
9+2 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.062
Esophagus - Gastroesophageal Junction	GTEx Tissue Gene Expression Profiles 2023	1.0	7.19866
ZNF584	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.42517
GSE96641_1_v_4_esrp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Sperm flagellum	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.161
GSE88819_1_v_4_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99289
SPSB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07183
POU2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.2566
SOX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.2345
PELI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99235
ANO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98517
PMC8482521-mmc13.xlsx-Phosphosites_48vhr_MLR-Gene_names_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
FDX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51647
POU6F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.0663
Plasma membrane bounded cell projection	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
GSTP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87093
TOX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0421
NUDT17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80407
MYT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29119
HOMEZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11931
GSE195513_0_v_3_cpeb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Subcommissural organ	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.802
DENND4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07081
GSE145323,GSE145324_1_v_0_rfx3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GFY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88334
GSE226249_2_v_1_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10550934-41467_2023_41927_MOESM4_ESM.xlsx-degenes_beatAML_CEBPA-WT-gene_symbol_CEBPA	Rummagene Transcription Factor Associations 2026	1.0	null
HIF1AN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14777
GSE144231_6_v_5_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZBTB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27207
TPST2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56041
RIPPLY3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06532
PMC7773934-Table_1.XLSX-Table_S2-Supplementary_Table_2_TBX22_co-expressed_genes_detailed_results_TBX22	Rummagene Transcription Factor Associations 2026	1.0	null
Situs inversus	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.19
CREBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5563
Cauda epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.83
ZNF780B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69953
CDS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40205
Male infertility due to globozoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.216
GSE154074_5_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
INPP4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35425
AGXT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49361
AMBRA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73803
GSE127790_9_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC12019518-ao5c02459_si_002.xlsx-Table_S3-Table_S3_Screening_of_genes_that_are_commonly_upregulated_in_cells_on_stiff_substrate_and_down-regulated_by_KD_of_UBE2A_B_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Itch intensity from mosquito bite adjusted by bite size	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.504576
NKX2-1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27229
SLC19A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4521
GSE189683_1_v_2_rif1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AMH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37957
Lhx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.3
Nfat5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	45.3567
496100338_HIP_probable Alzheimer's disease_no TBI_79_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.46981
ATG2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97498
PHOSPHO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9306
ATOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48649
MTF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68001
WRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37712
GSE133087_1_v_2_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ANKRD13C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55664
ACAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06862
TUT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15192
GSE166004_3_v_6_pld1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RBM48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34538
Dynein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.558
ACOT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40562
PMC5095001-oncotarget-07-36293-s002.xlsx-Table_S2-Table_S2_MYCN-correlated_genes_and_their_correlations_with_other_transcription_factors_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
CNPY4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38773
ZBTB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73171
GET1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09568
GSE127790_9_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
YBX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55276
SPATC1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44618
Plasma membrane bounded cell projection cytoplasm	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
ESD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8107
TADA2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40553
GTF3C6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42295
GSE217405_0_v_1_osimertinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSDMB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17401
TSPAN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75252
GSE183271_1_v_0_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
AUNIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3116
microtubule bundle formation	GO Biological Process Annotations 2025	1.0	null
Ciliary base	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.304
PPDPF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03801
WBP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36262
cataract	IMPC Knockout Mouse Phenotypes	1.0	null
TOB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11769
COPG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69726
Apical hook	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.896
Axoneme	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.255
TMEM107	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94288
Male reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
HMBOX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.0546
ORC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92685
E2F6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32315
RARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0786
CRYZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20985
HIPK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.31477
MCMBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64259
YEATS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36007
KIFBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42997
H3C10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01377
ARMCX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51071
CUL7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22964
GSE157960_0_v_3_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
DCAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56477
NUPR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.52993
HLA-DQB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32092
SHC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18303
ADAM17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1056
BHLHE23	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.7078
Foxl2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.3818
HMGA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24509
ZNF711	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29511
CTAGE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25183
COPS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00017
C1GALT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36855
GPX8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21014
NEUROD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32131
XBP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.3359
FAAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20576
PMC3702285-cddis2013211x6.pdf-4-ZNF563_ZNF563	Rummagene Transcription Factor Associations 2026	1.0	null
PSMC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10003
NAT14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94211
GSE153189_1_v_3_stat1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ACAD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69093
BOLA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48403
IL17RA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39338
TMEM191C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71508
CSNK1A1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80478
OPLAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65888
TEAD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.779
496100671_HIP_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.07234
INSIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9587
Tonne-Kalscheuer syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.595
LIMD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75202
Hic1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.76
GSE205163,GSE205164_5_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22409
TNNI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1451
GSE220600_1_v_2_clpp_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SRP72	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41333
Visceral heterotaxy	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.336
CAPN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39215
PMC10771438-41598_2023_51082_MOESM1_ESM.xlsx-Day21-Supplementary_Dataset_1_List_of_genes_differentially_expressed_during_NS_PC_differentiation_between_ROR2_KD_cells_and_control_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
NYNRIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31919
NSMF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15958
Trachea	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
496100433_HIP_probable Alzheimer's disease_TBI_88_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.01099
cellular component assembly	GO Biological Process Annotations 2025	1.0	null
Acrosomal vesicle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.281
GSE100863,GSE100864_2_v_1_tet2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148252_1_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TMA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74786
DPYSL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4994
GSE188382_2_v_0_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
USF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74356
MEIS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.77985
GPR20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37241
POLE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31819
CLASRP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93361
PMC7373278-pone.0236187.s013.xlsx-MDA231genes_overexpressed_in_AR-Gene_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ASPHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66951
GSE240645_3_v_2_u90926_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
cilium	GO Cellular Component Annotations 2025	1.0	null
SLC38A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3514
GSE112761,GSE112767_4_v_3_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100384_HIP_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.10176
CDX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.8006
ARID1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72453
HIF3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09506
PMC4540202-cddis2014370x2.xls-Sheet1-Table_S2_MEIS2-responsive_genes_MEIS2	Rummagene Transcription Factor Associations 2026	1.0	null
SOX9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.6447
BEND5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60247
IFI16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87871
GSE184902_4_v_0_adipor1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Irf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	62.2093
DENND1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48968
EIF3H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00877
PCDHB14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9368
SATB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18576
NMRAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7098
GSE165548_2_v_4_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
CENPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17561
ZNF772	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67023
SLC16A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09233
IER3IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25416
DMAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0347
MAP2K4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69408
GSE127790_6_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Ectoplasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.54
PMC11214527-mmc5.xlsx-ADNP-gene_ADNP	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6117931-12864_2018_5033_MOESM3_ESM.xlsx-BrtoFay_Thermoneutral_LPS-Gene_Symbol_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
SHISA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07408
STK24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53897
TRPM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62733
ARHGEF9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59209
XPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.30082
Azoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.414
GSE222758_0_v_1_clofazimine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Deuterosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.653
PSMD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77599
TNFRSF21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46944
SP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8479
GSE131161_2_v_6_rarres1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZSCAN32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91026
Hydrocephalus	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.569
C19orf81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22936
GSE240109_0_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100278_FWM_no dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.09696
TFAP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.39085
GSE88819_3_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TSSK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03578
Urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ATP6V1E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07875
GSE111247_11_v_1_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SMOX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61324
DDX17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05515
PCDHB15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71108
SCAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5748
ACTR3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74825
C19orf12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77718
Cerebral degeneration	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.395
PMC8481886-Table_1.xlsx-A_subsets-bone_marrow_MSC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
NELFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90303
EBF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46144
PROX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.366
BTG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54781
Foxf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.6126
ZNF500	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88737
HSFX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47124
CDX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3661
HSF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.0912
TMEM18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17187
Nr2e1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.8364
MAML1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19806
496100539_HIP_probable Alzheimer's disease_TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.41103
ARHGAP35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17222
ACOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06413
OR2B6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85325
TRAPPC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93313
ERF::SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.608
IMPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71657
CCDC106	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85516
GAA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2612
TSHZ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75582
RAB6C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3418
SULT1C4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02975
GCNT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0135
Inner dynein arm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.186
ESPNL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42107
TKT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54736
Motile cilium	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
VPS33A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31214
SSH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31017
TNFRSF25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3504
Spermatozoon	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.873
CERT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69172
SORD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86667
PRKAR2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79562
SLC41A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.33273
INCA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86595
LMX1A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.3045
MARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66308
GSE154074_1_v_4_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
IZUMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07647
LEPROT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51776
MATCAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5208
DGKQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57589
ODF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93931
MORN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11981
GSE112762,GSE112767_1_v_3_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE214823,GSE214824_6_v_2_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KLF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32199
UNC13D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96322
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
CERK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13949
YTHDF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69484
GSE226249_0_v_6_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Rootlet	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.587
RBMX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40668
GSE88819_1_v_12_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Flagellate	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.383
PMC6117931-12864_2018_5033_MOESM3_ESM.xlsx-Fay_Heat_LPS-Gene_Symbol_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9385264-NIHMS1828071-supplement-8.xlsx-AR-gene_symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Epiglottis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.66
PAPOLG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07098
GSE88819_5_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Orofaciodigital syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.139
Aleutian mink disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.113
CTNNBIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69543
DBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99375
MEOX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.3741
GSE205729,GSE205731_2_v_1_tazemetostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
Male reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
RFXAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51162
GSE179031_0_v_1_foxp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE168807_6_v_7_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TEAD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6808
VSX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.5207
GSE226249_0_v_3_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SIX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48475
DCAF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72686
ZNF75A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.4471
NTMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83647
MOB1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90009
ELAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57512
SLC2A10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97691
PIP4K2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35204
OTULIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99736
SYNJ2BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40217
Foxj3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	91.2235
TRIO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90458
Primary ciliary dyskinesia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.813
GSE154074_1_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE100863,GSE100864_3_v_0_tet2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF322	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47478
FOXJ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30651
STAT1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2976
HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.3021
SOX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10088
EFCAB14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.27801
DFFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03951
BHLHE40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28463
POU2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3807
ZNF454	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22296
SAMD4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23147
SMIM30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71257
LRP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92531
SULT4A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11833
ZGLP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09025
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
BRD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59535
CDK8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56723
GSE175787_4_v_0_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
PLAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91263
PARP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68379
GSE242290_3_v_11_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MAX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74814
DNAJC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71075
CBX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23854
COMMD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87341
HOXB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4231
EGR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98549
ETV2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.7967
LDHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72848
BOLA2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98319
POLG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68588
Reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ID4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70678
GSE112765,GSE112767_1_v_0_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00329
GSE88819_7_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DMAC2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28399
ANKRD27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80227
POU1F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7464
CLC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17059
ZDHHC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98873
ZC3H10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76665
ZNF254	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48574
ZNF875	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08366
Hand1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	29.774
ST6GALNAC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05547
Disease of anatomical entity	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.089
Motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.264
HLA-DRB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62541
EMSY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53081
Reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.249
B4GALT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74072
TATDN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30294
UBE2R2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36596
GSE120200,GSE127269_1_v_2_asxl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Retinitis pigmentosa 25	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.263
GSTM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70107
UTY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03709
NLGN4Y	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78852
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-ETS1_ETS1	Rummagene Transcription Factor Associations 2026	1.0	null
CREBRF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96022
GSE203308_15_v_10_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_0_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100372_HIP_dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.10796
TRPS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.1931
POU3F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.9786
GSE96641_5_v_2_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TASOR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44998
GSE185163_5_v_2_clic4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ALS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10447
GSE210388_2_v_0_ror2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Spermatogenic failure 16	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.266
C5orf34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39426
ZNF382	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.0694
PTK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95954
XYLT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84754
GSE157960_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE74251_2_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RNF126	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11025
TMEM70	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.678
GSE148252_7_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PPM1N	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7115
GSE205070_2_v_9_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE214823,GSE214824_6_v_7_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Plasma membrane bounded cell projection cytoplasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.201
UGDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98975
THRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71734
ZSCAN9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80728
MRE11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95178
ARMC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77317
UBL4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93928
GSE231799_3_v_5_nfkbie_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
H2AC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41174
GSE205163,GSE205164_5_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF439	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56004
ARHGAP11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78962
RREB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.6995
Gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Gonad	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
NUDT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95203
C2orf74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60171
FOXE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39085
OGFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80339
Axonemal dynein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.037
RBBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.40764
SFSWAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43299
Male reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.31
Axonemal microtubule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.124
UBE2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45627
GSE234289_4_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
RBPJ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73445
GSE179031_0_v_2_foxp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AHCYL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.347
GSE138815,GSE138817_0_v_2_kdm6a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE115542_2_v_3_digoxin_human	RummaGEO Drug Perturbation Signatures	1.0	null
BMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77752
NRIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07055
GSE152441,GSE152442_1_v_3_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
Liver	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
CLCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17448
ZNF740	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	133.692
SMIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67912
HOXA3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.2686
MEX3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29703
OLFML3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4405
SAP30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91125
GSE157036,GSE166411_3_v_1_halofuginone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE161864,GSE161866_4_v_3_ror2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
cilium assembly	GO Biological Process Annotations 2025	1.0	null
Cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.064
CHD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4215
CTRL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56373
WWC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78146
GSE149901_2_v_1_anlotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PPP2CB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5025
KLK13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60687
MEIS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87291
CKLF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32368
RAB1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.419
HNRNPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41982
Testicular vein	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.962
TRIM54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7385
CLCN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26183
YY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.78275
MYL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4111
PTMS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26185
MAFF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43776
Varicose veins	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.167
TCF7L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66548
CBX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35893
CIAO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76395
GOLGA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02584
GSE112763,GSE112767_0_v_3_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RBM14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71002
PEX16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55428
GSE227698_2_v_4_g0s2_human	RummaGEO Gene Perturbation Signatures	1.0	null
NEU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5921
AGRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95411
XYLT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18985
SNX18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43547
XRCC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77053
PMC10709143-41556_2023_1271_MOESM9_ESM.xls-Up_in_PAX7--Target_name_PAX7	Rummagene Transcription Factor Associations 2026	1.0	null
ZCCHC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16834
HAGH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81742
DYNLL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49745
Seminal plasma	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.151
ALCAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.662
GUF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57822
FGF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65073
Oogenesis phase fetal germ cell_Fetal gonad_Human	CellMarker Gene-Cell Type Associations	1.0	null
RPP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13955
HSPA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66477
GGTLC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73116
GSE130081,GSE130082_5_v_1_neil2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CDKN2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18954
FUOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.36677
MTERF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07512
Leptomeninx	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.85
Radial spoke	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.314
NKG7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62527
NPW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53963
CARD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63588
ZNF426	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45931
Ciliary plasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.254
GSE158834_12_v_6_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
ERI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60162
CLNS1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08206
GSE180185_7_v_8_setbp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE107505_3_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Normal pressure hydrocephalus	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.066
TRPM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84564
Respiratory system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
KCTD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10243
GABARAPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93431
Ciliated cell_Trachea_Mouse	CellMarker Gene-Cell Type Associations	1.0	null
SCAF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24783