association	dataset	threshold value	standardized value
TADA2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68617
TCAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81006
TAF5L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89064
Throat	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
ISCA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24109
ETS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9269
Inner dynein arm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.839
HT	DepMap CRISPR Gene Dependency	1.0	3.19207
GSE229344_1_v_0_cyb5r3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8755441-mmc3.xlsx-IRF3-signif-Symbol_IRF3	Rummagene Transcription Factor Associations 2026	1.0	null
HEBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31482
Olfactory glomerulus	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.562
SP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	159.857
ACY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.51008
TRIM28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38454
Lung	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC8124085-NIHMS1700548-supplement-5.xlsx-PheWAS_MAF_1_logit_GA-Unnamed_2_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
HEY2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4904
Ciliated epithelial cell_Esophagus_Human	CellMarker Gene-Cell Type Associations	1.0	null
C9orf40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.04101
SCAMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59631
ZNF586	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29714
GSE95077_5_v_2_amiloride_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Trunk	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
NARF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4741
GSE86507,GSE86509_4_v_8_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Nasal mucosa	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.467
GSE147056_4_v_1_actl6b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
H2AC18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55602
DLX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66196
PMC4467436-oncotarget-06-6267-s002.xlsx-140527_cd44Cutoff_txt-PAX6-M_PAX6	Rummagene Transcription Factor Associations 2026	1.0	null
MKRN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15339
AKTIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22066
TCEAL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00343
GSE71468,GSE76476_2_v_1_rbfox1_human	RummaGEO Gene Perturbation Signatures	1.0	null
chr19_48301250_C_T_b38	GTEx eQTL 2025	1.0	3.10012
outer dynein arm	GO Cellular Component Annotations 2023	1.0	null
Small intestine	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
ZNHIT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.0858
Cytoplasmic region	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
Sperm fibrous sheath	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.266
Sperm flagellum	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.517
ZNF140	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.4707
PMC10534007-Table_3.xlsx-S7_unique_up_MSC_V-312_elements_included_exclusively_in_VMCUB1_MSC_up_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE122101,GSE122103_3_v_1_ssu72_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE220914_2_v_0_zdhhc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MKX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03541
Microtubule cytoskeleton	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
CCDC103	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5438
MRPL47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5837
preweaning lethality, incomplete penetrance	IMPC Knockout Mouse Phenotypes	1.0	null
RPS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59842
CIC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44956
Muscular system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
Thyroid gland	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
Gametophyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.956
SMAD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74283
NINL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76503
GSE179002_4_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZC3HAV1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3532
Axonemal dynein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	3.004
GSE77178_1_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC4989457-13073_2016_339_MOESM3_ESM.xls-MITF__SURVIVAL-hugo_id_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
chr19_48314815_A_C_b38	GTEx eQTL 2025	1.0	2.18313
RNPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97338
Cell projection	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
outer dynein arm	GO Cellular Component Annotations 2025	1.0	null
NDC80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18948
ETV5::DRGX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.8721
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-8cell_CTCF-Unnamed_1_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
Respiratory system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
NCIH211	DepMap CRISPR Gene Dependency	1.0	3.57932
H3C4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26066
MMS22L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25164
CAPN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30982
Cytoskeleton	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
VANGL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48183
ZNF750	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.91298
cilium movement	GO Biological Process Annotations 2025	1.0	null
SPSB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54063
PMC11522069-439_2024_2703_MOESM2_ESM.xlsx-Table_S3-HsCHD_AR_N_115_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE152055_2_v_3_mpc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CERCAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31329
ZNF470	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46902
cilium	GO Cellular Component Annotations 2025	1.0	null
ZNF530	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	90.7694
dm89	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.902
TMEM102	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96744
MIIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25121
PMC8020666-pnas.2015855118.sd11.xlsx-LPS_strongerResponse-Baboon_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
PRCC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53395
GSE226259_0_v_1_scd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
C1orf50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07171
KCNK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35208
GSE240645_3_v_2_u90926_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30436
PROM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26903
Immotile Cilia	DisGeNET Gene-Phenotype Associations	1.0	null
RAPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89707
MPPE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59246
EIF3M	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48352
496100388_HIP_probable Alzheimer's disease_no TBI_87_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.07329
GSE174522_1_v_0_spp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KNSTRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87021
Plasma membrane bounded cell projection	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
NME6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5012
ADGRE5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74709
outer dynein arm assembly	GO Biological Process Annotations 2023	1.0	null
PATZ1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	163.671
MED28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69324
DIPK2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52041
SMC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61191
GSE153871_5_v_3_cytarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
UBE2S	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00151
Umbilical artery	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.64
CREB3L4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.0861
HPDL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68763
HES7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.3254
EIF5A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90811
PMC9400428-7272371.f2.docx-1-MYSM1_MYSM1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE217156_1_v_3_trpc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Implantation fossa	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.886
Sperm head-tail coupling apparatus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.583
ESYT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56454
CUL4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72991
PMC8481886-Table_2.xlsx-A_subsets-AF_MSC_UdRPC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
MLXIPL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.8364
BANP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2063
NFIB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09165
Las1 complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.512
CFAP97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03651
Pronephric tubule	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.509
CKAP2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28762
Gonad	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
NDUFB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32672
ACSL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02189
496100584_HIP_probable Alzheimer's disease_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.8709
ZDHHC21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1614
GSE207471_2_v_3_btla_human	RummaGEO Gene Perturbation Signatures	1.0	null
PAX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3371
HEXB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.3704
PMC9181267-mmc3.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-hsapiens_homolog_associated_gene_name_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
SEC24C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15747
TMEM175	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92331
Ovum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.046
NUTF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14777
FLNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40881
CDON	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58217
Respiratory Distress	DisGeNET Gene-Phenotype Associations	1.0	null
GSE217405_3_v_2_osimertinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MED7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21627
BORCS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5594
METTL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78578
GSE139348,GSE139349_1_v_0_dicer1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Radial spoke	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.767
GSE113817_0_v_1_bach1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF202	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47465
Absent Outer Dynein Arms	DisGeNET Gene-Phenotype Associations	1.0	null
GSE146982_7_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CRYZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20985
ARSK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02205
NCIH2170	DepMap CRISPR Gene Dependency	1.0	4.4037
GSE183251_4_v_0_cyp2c70_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CCDC74B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69408
DUXB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93697
SC5D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44441
GSE60837_2_v_3_bcl9_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Middle ear	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.447
GSE168918_1_v_0_tmprss4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE114992,GSE114993_0_v_11_irf5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Preputial gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.577
AFG3L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01472
SEC11C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07054
GSE183251_1_v_5_cyp2c70_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9396374-Table_4.XLSX-AR_related_genes_from_GeneCards-gene_symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Clubbed Fingers	DisGeNET Gene-Disease Associations	1.0	null
PMC7925689-41467_2021_21687_MOESM10_ESM.xlsx-A_HIF1A-Unnamed_8_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
ARFIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94123
Dilated Ventricles (Finding)	DisGeNET Gene-Phenotype Associations	1.0	null
GSE229344_2_v_0_cyb5r3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
YY2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.3776
GSE122067_2_v_1_mtch2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE147613_1_v_0_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PTK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38169
PRMT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64915
FOXS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25571
CALM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50928
TTLL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03314
TRRAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32438
IKZF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.5922
S100A16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13853
C15orf61	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95299
Ciliary basal body	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.873
MESD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48762
SLC25A52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9781
Cilium	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
PMC9084694-RMB2-21-e12464-s005.xlsx-GV_MI_MII_GV-up-GeneName_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
Recurrent Pneumonia	DisGeNET Gene-Disease Associations	1.0	null
GSE73561,GSE73563_0_v_1_mef2c_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RPS24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02775
PMC9181267-mmc4.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-hsapiens_homolog_associated_gene_name_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
GSE191105_2_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Tracheobronchial epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.913
KP363T	DepMap CRISPR Gene Dependency	1.0	2.68812
GSE193351_1_v_2_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ELMO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15141
Recurrent Respiratory Infections	DisGeNET Gene-Phenotype Associations	1.0	null
JL1	DepMap CRISPR Gene Dependency	1.0	3.08448
UNC13B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74371
Oviduct	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.81
PSMB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62225
KARPAS299	DepMap CRISPR Gene Dependency	1.0	5.01495
NCIH1648	DepMap CRISPR Gene Dependency	1.0	2.02774
TINF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30874
Kinocilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.211
SP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	146.339
archaeal-type flagellum	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.681
Ciliary cap	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.599
DUSP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95905
Primary ciliary dyskinesia	ClinVar Gene-Phenotype Associations 2025	1.0	null
GSE120413,GSE120447_4_v_5_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE173810_4_v_6_igf2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRDT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54805
Bronchitis, Chronic	DisGeNET Gene-Disease Associations	1.0	null
PGBD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3781
UPF3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06883
ETFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31577
HDGFL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.24286
CYP27B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50567
CRLF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71564
D425	DepMap CRISPR Gene Dependency	1.0	2.97225
GSE245134_2_v_3_atg5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DDX20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6159
GSE193282_3_v_1_cd44_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Ciliopathies	WikiPathways Pathways 2024	1.0	null
VAPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32708
NFE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92601
GSE137144_2_v_6_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RPS28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17592
GSE199255,GSE199356_3_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MANEAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.89617
RCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06661
HHUA	DepMap CRISPR Gene Dependency	1.0	2.89626
axonemal dynein complex assembly	GO Biological Process Annotations 2025	1.0	null
ARMC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.18237
KCNF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61652
21NT	DepMap CRISPR Gene Dependency	1.0	2.14178
ABITRAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36638
ZSCAN16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4232
DUSP23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02639
HOXC11	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.6371
Ileocecum	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
FBXO22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.56053
GSE231648_0_v_3_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8494348-pone.0257161.s002.xlsx-only_OXT_NOT_ext-OXT_ext-Gene_Name_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE107505_1_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
OSBPL1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96544
ELAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57512
GSE186223,GSE186224_6_v_3_hmces_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Male reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
H2AZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71811
PMC8755441-mmc3.xlsx-IRF3-Up-Symbol_IRF3	Rummagene Transcription Factor Associations 2026	1.0	null
MRPL41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65165
GSE146982_7_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PRICKLE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.39589
HOXD10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.4066
PMC6879454-Data_Sheet_1.xlsx-AA_disease-Unnamed_4_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
USF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.74356
RNASET2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.35287
LIN7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22678
NKX2-8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.0391
TCEAL8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34982
ZNF260	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67873
TM9SF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69191
chr19_48290917_G_C_b38	GTEx eQTL 2025	1.0	1.14255
Atelectasis	DisGeNET Gene-Phenotype Associations	1.0	null
NCBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95517
Seh1-associated complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.502
SIRPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79693
ZSCAN16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.5145
RBM38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.26942
PMC9396374-Table_5.XLSX-Table_S5-AR_genes_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE157960_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ACAA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29844
Infertility	DisGeNET Gene-Phenotype Associations	1.0	null
C2CD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26402
EW8	DepMap CRISPR Gene Dependency	1.0	2.89303
GSE231648_4_v_3_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DNAJA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17312
R3HDM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68173
FAM156B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02947
MINPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15663
Oviduct	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
HOXC13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5089
KLF12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	154.623
EIF2B5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42913
GSE187006_0_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TMEM59L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54809
Corneal Dystrophy	DisGeNET Gene-Disease Associations	1.0	null
Cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.578
GSE200352_5_v_3_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SLC66A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33752
DSG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91122
VASH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.81614
GSE175787_13_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
REL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6471
PRX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35755
SNU8	DepMap CRISPR Gene Dependency	1.0	2.45845
IRF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.8739
CNNM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33087
ARL8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53148
Primary cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.855
KLF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	87.4297
PMC9753996-jci-132-160767-s182.xlsx-EBF1_associated-A1BG_EBF1	Rummagene Transcription Factor Associations 2026	1.0	null
NCOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68897
BPTF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17258
Plasma membrane bounded cell projection cytoplasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.863
ACVR2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.53834
PMC12396377-jcb_202307079_tables1.xlsx-Fig_1C_i_-_iii_left-y_TFEB_KO_LLOMe_VS_WT_LLOMe_DOWN_TFEB	Rummagene Transcription Factor Associations 2026	1.0	null
TSKU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04807
Velum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.667
TRIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19239
CEP152	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09932
RNF216	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78593
CTSC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30498
AIF1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74301
ZNF668	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91663
RND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3411
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
EPHX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38867
GSE174586_0_v_1_slc4a11_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KNTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.20144
BTBD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84193
CXCL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02591
RPL13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80865
GSE157960_0_v_3_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
AAMP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84187
CEP350	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95702
PMC9288051-13046_2022_2428_MOESM12_ESM.xlsx-NB4-genes_bound_by_LYL1_at_its_promoter_regions_in_AML_cell_line_NB4_LYL1	Rummagene Transcription Factor Associations 2026	1.0	null
Urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE111660_4_v_3_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MAML2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19588
GSE146982_4_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC8384902-mmc5.xlsx-H128_PROX1_ChIP-Symbol_PROX1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11825621-210_2024_3353_MOESM2_ESM.xlsx-AR-IL13_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PSMG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.1112
NAA60	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1311
ZBTB7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06517
DUSP16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44206
COX6A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39101
Delayed Speech And Language Development	DisGeNET Gene-Phenotype Associations	1.0	null
PAXIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.18825
Plant ovule	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.995
GOLGB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12307
Polynesian Bronchiectasis	DisGeNET Gene-Disease Associations	1.0	null
chr19_48308716_A_G_b38	GTEx eQTL 2025	1.0	1.6341
CMTR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52999
COPS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14438
Coughing	DisGeNET Gene-Phenotype Associations	1.0	null
GSE224969,GSE224971_0_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SRD5A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11207
JJN3	DepMap CRISPR Gene Dependency	1.0	2.35332
SMYD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.34159
TTC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3196
Type II protein secretion system complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.867
GSE139239_2_v_6_ddr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TIMM23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35715
FSTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77051
IARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0002
KP3	DepMap CRISPR Gene Dependency	1.0	2.40398
OGA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40118
DEPDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59472
PITPNM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49331
PRKAA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20151
RACK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92807
GSE186810,GSE186813_7_v_0_furin_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SMN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90931
FOXP3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.0748
Dynein axonemal particle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.644
Nsk1-Dlc1 complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.194
Axonemal dynein complex	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
PMC4029184-1471-2407-13-585-S5.xlsx-All-eGFP_vs_EWS_WT1_WT1	Rummagene Transcription Factor Associations 2026	1.0	null
RO60	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66146
DMRTC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08329
RFX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.94713
Trachea	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.485
CCNL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9405
GSE155777_0_v_1_irf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
N4BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60056
KLF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02344
PSMD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14289
CDK8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56723
Axonemal central apparatus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.409
ICC106	DepMap CRISPR Gene Dependency	1.0	2.38493
Vertebrate muscular system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
MCEE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.41933
HSPA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69775
PMC11024925-mmc3.xlsx-Gene_lists-MV411_FOS_ChIP_and_RNA_overlap_after_10_nM_Gilteritinib_FOS	Rummagene Transcription Factor Associations 2026	1.0	null
GSE211983_0_v_2_nicotine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
RARB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1309
Respiratory Insufficiency Due To Defective Ciliary Clearance	DisGeNET Gene-Phenotype Associations	1.0	null
TCF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42684
CAMKK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.43613
TIMM17B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88712
PDK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4033
GSE139239_2_v_5_ddr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PHB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44215
A375SKINCJ3	DepMap CRISPR Gene Dependency	1.0	3.24079
GSE215351,GSE215794_1_v_3_kdm8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE101239_5_v_1_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ACSL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2003
NSDHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02573
ZNF257	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	72.7335
POLDIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18064
COX6B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92905
BCDIN3D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00548
RPP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05915
GSE199255,GSE199356_0_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HLA-DQB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32092
PMC13137955-ijbsv22p4243s2.xlsx-Sheet1-hTFtarget_E2F3_E2F3	Rummagene Transcription Factor Associations 2026	1.0	null
JHH7	DepMap CRISPR Gene Dependency	1.0	6.6514
Pancreas	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
Tracheobronchial epithelial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.805
PMC8755441-mmc3.xlsx-IRF1-UP-Symbol_IRF1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8755441-mmc3.xlsx-IRF1-UP-Symbol_1_IRF1	Rummagene Transcription Factor Associations 2026	1.0	null
TRAPPC2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12221
Rhinorrhea, Ctcae	DisGeNET Gene-Phenotype Associations	1.0	null
DPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.98231
Axonemal central pair	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.423
SWAP70	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35813
Congenital Pectus Excavatum	DisGeNET Gene-Disease Associations	1.0	null
OCUG1	DepMap CRISPR Gene Dependency	1.0	2.38116
22RV1	DepMap CRISPR Gene Dependency	1.0	2.49929
SLC35F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6209
Stereocilium bundle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.941
TFAP4::ETV1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.9727
PMC9181267-mmc3.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-orthofinder_human_gene_names_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
PMC5352183-oncotarget-08-624-s009.xlsx-Table_S20-1_indicates_that_the_gene_is_both_a_TP53-MW_and_a_TP53-MSN_gene_in_the_correponding_cancer_and_0_indicates_not_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
KIF13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.91178
TFIP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81218
MTARC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92453
PMC4989457-13073_2016_339_MOESM3_ESM.xls-MITF-_SURVIVAL-hugo_id_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
Ciliary transition fiber	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.673
SFPQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89495
TRIP13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60481
CMBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41909
Halitosis	DisGeNET Gene-Phenotype Associations	1.0	null
Nebenkern	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.647
outer dynein arm assembly	GO Biological Process Annotations 2025	1.0	null
MDFI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07791
LUC7L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39472
Cecum	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
Primary Ciliary Dyskinesia	DisGeNET Gene-Disease Associations	1.0	null
USP17L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80149
PELO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.31859
Duodenum	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
PYCR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85703
PMC12619835-41467_2025_66007_MOESM8_ESM.xlsx-Common_KLF5_peaks-Nearest_Ensembl_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
Nasal Polyps	DisGeNET Gene-Disease Associations	1.0	null
Internal male genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Intraciliary transport particle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.91
GSE133213_6_v_5_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Sperm mitochondrial sheath	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.843
GSE184479_1_v_2_aim2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Ciliary tip	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.438
TMEM125	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.896
HERPUD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30907
WASHC2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21047
Sperm flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.806
Gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
RBM28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13269
CRKL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07723
EWSR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51815
TRAPPC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12427
BUB1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15915
GSE127790_13_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9396374-Table_4.XLSX-AR_related_target_genes-gene_symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
HTRA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49609
Otitis Media With Effusion	DisGeNET Gene-Disease Associations	1.0	null
Rhinorrhea	DisGeNET Gene-Phenotype Associations	1.0	null
MRPL13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26721
GSE186810,GSE186813_7_v_5_furin_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CEP68	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78549
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CAB39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64735
FAM193A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.0853
KLF7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	94.1086
RPL27A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14839
ETV4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4708
ISG15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9801
ZNF135	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89956
PMC9703992-peerj-10-14124-s005.xlsx-gene_sets_cub_to_canonical-NFKB1_NFKB1	Rummagene Transcription Factor Associations 2026	1.0	null
Olfactory epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.494
TDRD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44102
GATA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62321
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Gene_Name_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
B4GALT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8542
OLFML2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45618
TNFRSF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14386
PMC10515843-media-1.xlsx-Table_7_Diff_loop_genes_E_v_S-Supplementary_Table_7_Genes_that_involve_significant_differential_looping_in_pediatric_primary_B_cell_CTCF_peaks_compared_to_GM12878_CTCF_peaks_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
TP53	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.7677
NFIC::TLX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.5625
ERF::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5478
GSE236454,GSE236456_0_v_1_angiotensin ii_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8709578-elife-69843-supp2.xlsx-MIX_E2_1h-Nearest_Ensembl_MIXL1	Rummagene Transcription Factor Associations 2026	1.0	null
SERINC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.36153
MRPL35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88123
at1 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.755
CHST14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.56812
LZTR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77038
Growth cone membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.512
FKBP1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65219
PHF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05256
RTCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01286
SNU840	DepMap CRISPR Gene Dependency	1.0	2.32929
Outer dense fiber	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.548
RAB39A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91678
chr19_48305594_T_C_b38	GTEx eQTL 2025	1.0	2.23843
CTNNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84713
GFI1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76729
ZCCHC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6668
Neck	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
Plasma membrane bounded cell projection cytoplasm	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
SOX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.854
Kidney	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
PMC9327205-11658_2022_358_MOESM7_ESM.xlsx-K562-BP1-Symbol_1_DLX4	Rummagene Transcription Factor Associations 2026	1.0	null
Epididymis	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
PDE7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91809
CDC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57379
496100576_HIP_dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.82587
ZNF200	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36448
Oviduct epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.689
RNF208	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76581
MARK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19005
PMC10534007-Table_3.xlsx-S7_unique_up_MSC_V_2-312_elements_included_exclusively_in_VMCUB1_MSC_up_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF608	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99953
CYB5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34018
GSE101239_4_v_2_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CAPN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72212
JPH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40401
KKU100	DepMap CRISPR Gene Dependency	1.0	5.00078
cilium movement	GO Biological Process Annotations 2023	1.0	null
GATOR1 complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.582
Sperm head	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.321
EVX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94143
Spontaneous Abortion	DisGeNET Gene-Phenotype Associations	1.0	null
NQO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80167
RARA::RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.2806
PMC7592539-12885_2020_7456_MOESM4_ESM.xlsx-Sup_TableS3_LMS_del_genes_conf-19q13_43_TP63	Rummagene Transcription Factor Associations 2026	1.0	null
SRY	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.0714
GSE224969,GSE224971_3_v_5_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GFER	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22652
KLF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62201
SP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	159.657
Occipital pole	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.517
PMC10011543-41419_2023_5707_MOESM4_ESM.xlsx-genes_with_unique_SNP-F5-Pneo-r__CIC-1n_h-r__CIC-2n_h-r_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8755441-mmc3.xlsx-IRF3-Up-Symbol_1_IRF3	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9181267-mmc4.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-hsapiens_homolog_ensembl_gene_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
RAB29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27618
PMC8020666-pnas.2015855118.sd11.xlsx-LPS_strongerResponse-Unnamed_13_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
VPS26B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.94771
GSE101239_4_v_1_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
FOXC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.9662
PCNT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32272
PEX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.18664
PMC4521181-oncsis201520x8.pdf-150-MTERFD3_MTERF2	Rummagene Transcription Factor Associations 2026	1.0	null
ANKRD61	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.09969
GSE127790_9_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8047323-Table_1.xlsx-FC_LPS_T24_Vs_LPS_T0_P_0_05_FC-GeneSymbol_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
PAPSS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29065
9+2 non-motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.211
ELK1::SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.9889
CAMKK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24941
CDC20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15163
PMC5795782-supp_gad.302646.117_Supplemental_Table_S1.xlsx-Table_S1_2-Supplemental_Table_S1_2_Genes_significantly_upregulated_by_ARID5B_knockdown_ARID5B	Rummagene Transcription Factor Associations 2026	1.0	null
NAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.18746
METTL14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80325
RIDA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5089
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
C16orf87	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92932
SUV39H2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9007
COV644	DepMap CRISPR Gene Dependency	1.0	3.09293
TDG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14616
Intraciliary transport particle B	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.925
NB4	DepMap CRISPR Gene Dependency	1.0	3.55729
GSE62843,GSE64370_0_v_3_furan_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
TTLL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00731
ZNF444	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98466
GSE193588_1_v_0_pax3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE154074_1_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10901781-41467_2024_46134_MOESM12_ESM.xlsx-Supplementary_Data_9-Supplementary_Data_09_Differential_expressed_genes_in_RUNX1-mutated_AML_RUNX1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8190596-mmc2.xlsx-RUNX1_mut-RUNX1_mut_RUNX1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE147366_1_v_0_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Mitochondrial derivative	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.511
NIPSNAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96275
PRDM10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39232
GSE178714_1_v_4_smad2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
POC1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2964
H2BC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49386
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CASKIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.72803
NPTX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78
TCP10L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26109
PFDN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11286
GSE144919,GSE145177_1_v_0_dazl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TMEM267	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29147
GSE120413,GSE120447_0_v_5_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE154074_1_v_4_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE99187_1_v_0_gemcitabine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Colon	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
SNW1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33929
Congenital Absence Of Spleen	DisGeNET Gene-Disease Associations	1.0	null
PATU8902	DepMap CRISPR Gene Dependency	1.0	2.95339
Ciliary plasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.916
Motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.75
LRRC8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45431
POLR3F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25646
Chronic Otitis Media	DisGeNET Gene-Disease Associations	1.0	null
ZBTB7A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.4245
PMC12678582-41698_2025_1153_MOESM5_ESM.xlsx-Sheet1-Common_genes_between_OVCA420-ZNF217_and_MCF7_157_965_1122_ZNF217	Rummagene Transcription Factor Associations 2026	1.0	null
STBD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78429
Posterior lobe	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.345
GNPDA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57553
Sperm connecting piece	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.898
SOX15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.21095
BICRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53228
GPR63	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92711
GSE199660_1_v_3_secretin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Cerebral Ventriculomegaly	DisGeNET Gene-Phenotype Associations	1.0	null
GTEx AdiposeTissue 20-29 vs 30-39	GTEx Tissue-Specific Aging Signatures	1.0	4.62884
496100294_HIP_possible Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.22764
VPS9D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31736
CAMSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.49378
Asthenozoospermia	DisGeNET Gene-Disease Associations	1.0	null
Semen	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.981
PHAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26921
ZNF326	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33991
RAN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50784
PBX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.5556
Ciliary vesicle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.584
FTCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71641
MERO41	DepMap CRISPR Gene Dependency	1.0	2.24612
Neurohypophysis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.1
496100337_HIP_possible Alzheimer's disease_no TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.9013
TRMT13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12321
GSE163862_0_v_3_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Cytoplasmic microtubule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.814
SLC16A7+ cell_Lung_Human	CellMarker Gene-Cell Type Associations	1.0	null
RUNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53543
KMT2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60722
CETN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00945
MEOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80627
NCIH747	DepMap CRISPR Gene Dependency	1.0	2.2527
Female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
SIRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.90128
GSE230744,GSE237803_0_v_2_hira_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE178113,GSE178116_0_v_1_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NTMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97162
Centriolar satellite	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.731
GSE120413,GSE120447_0_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MT-ND2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20324
ZFP14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	98.5414
496100494_HIP_no dementia_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.20763
HNRNPD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84097
Axoneme	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
GSE236280_0_v_1_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9894241-pnas.2211429119.sd05.xlsx-G1_REST-Dataset_S5_Differentially_expressed_genes_in_G1-G8_REST	Rummagene Transcription Factor Associations 2026	1.0	null
GSE240645_1_v_0_u90926_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ARNT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.7053
496100515_HIP_dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.48524
DDX23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23791
axonemal dynein complex assembly	GO Biological Process Annotations 2023	1.0	null
TFAP2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.258
GSE93918_2_v_3_clozapine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
FMO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.86776
GSE205163,GSE205164_1_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE153867_6_v_8_olaparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CYFIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45773
G6PD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87404
ARAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07332
WDR13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77845
CABLES2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.56035
PMC6347838-13046_2019_1042_MOESM3_ESM.xls-PRDM16_group_peak_anno-Gene_PRDM16	Rummagene Transcription Factor Associations 2026	1.0	null
GSE224969,GSE224971_0_v_7_chtop_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Ependymal epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.616
NOP53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5078
ACTR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.23993
DHCR7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.31981
H2BC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10194
PDHA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41955
NFKB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.7457
GLA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04828
Clitoral gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.953
chr19_48295770_A_C_b38	GTEx eQTL 2025	1.0	1.82772
MED16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59065
EIF3I	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48064
GSE205163,GSE205164_2_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
Sperm annulus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.748
VPS29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47563
KLRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01613
DENND10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9445
Pronephric duct	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.687
ZNF793	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27345
EML4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3767
MEIS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37884
GSE114992,GSE114993_0_v_5_irf5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE217405_3_v_2_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CISD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98864
Dynein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.566
GSE234289_4_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
ELF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1316
ARPC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47449
DPYSL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85741
IKBKE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30386
SVIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29114
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	2.03662
MAEA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23504
Centriole	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.302
PMC4782046-supp_30.5.508_TableS2.xlsx-TAL1_UTX-co-bound_genes-Table_S2_List_of_TAL1_UTX_co-bound_genes_in_Jurkat_cells_TAL1	Rummagene Transcription Factor Associations 2026	1.0	null
ADGRB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64942
PCMTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51827
ARPP19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24686
ZNF829	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37535
SCAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31895
POLR2I	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50023
ZNF865	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99835
PUM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24275
SH2B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82362
PTPRG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41946
Outer dynein arm docking complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	3.362
496100312_HIP_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	2.26323
C17orf80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59077
SW954	DepMap CRISPR Gene Dependency	1.0	2.92613
AIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9415
CRABP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89782
Recurrent Otitis Media	DisGeNET Gene-Disease Associations	1.0	null
496100490_HIP_no dementia_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.78245
DIABLO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32287
HP1BP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33954
GSE164494_1_v_2_angiotensin ii_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
RBM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37176
GSE211983_1_v_2_nicotine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
H2BC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17102
EFL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95468
PMC8987207-DataSheet_1.xls-TF_targets_Fig_2A-E2A_DN3_ChIP-seq_TCF3	Rummagene Transcription Factor Associations 2026	1.0	null
DGKD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01005
CDK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.4569
ELK1::HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.0878
PMC9181267-mmc4.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-GSEA_name_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
SDF2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28707
FAM83D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4441
Urinary tract	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
ABT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54274
SEPTIN11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.326
Male reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC5474565-onc2016488x2.xlsx-Table_S4_MLL_Target_Genes-MV4-11_MLL-AF4_target_genes_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
Nose	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.46
PFKM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67616
TRAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12982
GSE158743_1_v_2_nfkbia_human	RummaGEO Gene Perturbation Signatures	1.0	null
Ascidian	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.06
GSE157594_3_v_2_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PLAG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	126.833
GSE210667_1_v_0_rfx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GALNT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14786
ELP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69778
496100434_HIP_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.85387
GSE77178_6_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE151829,GSE151831_1_v_0_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Axoneme	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.917
ZNF492	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46455
ZNF16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	76.3721
cilium	GO Cellular Component Annotations 2023	1.0	null
G402	DepMap CRISPR Gene Dependency	1.0	2.78295
COQ10B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01904
USP27X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07317
GSE199255,GSE199356_3_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SIHA	DepMap CRISPR Gene Dependency	1.0	2.75197
NUDT12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33525
Testis	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
RAB33A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38675
FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3007
9+2 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.425
HES2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.5608
ERICH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91864
GSE201042_2_v_4_ptpmt1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8160578-JCB_202009147_TableS4.xlsx-E2F1_targets-Genes_n_1867_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
DMS53	DepMap CRISPR Gene Dependency	1.0	3.89567
SETMAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53178
SPAG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46281
NCIH716	DepMap CRISPR Gene Dependency	1.0	4.57093
SGSH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88706
GSE124920_1_v_2_prmt1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HOXD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.12742
PMC12700831-41594_2025_1680_MOESM4_ESM.xlsx-D9_EC_Hits_2_5FC_Filtered_Out-Mapped_Gene_Symbol_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
GSE139239_3_v_5_ddr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
WDR73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26411
GSE145249_1_v_3_ppm1g_human	RummaGEO Gene Perturbation Signatures	1.0	null
STK10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67991
Blastoderm	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.78
NMRAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7098
GSE254848_4_v_3_ptges_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE102467_1_v_0_pazopanib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Vermiform appendix	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
PXMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05473
GSE234289_3_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
CALHM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50505
ZNF266	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70568
TTL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41177
KCTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0813
MME	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75507
Bronchiectasis	DisGeNET Gene-Disease Associations	1.0	null
TMEM127	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75062
VIRMA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2249
ETV2::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.9805
Radial spoke head	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.485
GSE69869_0_v_1_panobinostat_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Nasal polyp	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.311
SNX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77501
Spermatozoon	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.848
WDR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44102
LYRM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26797
Superior vena cava	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.716
HROB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46146
PHF20L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40485
RAD51C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37826
NIT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72522
TOP1MT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7055
CPNE7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.11471
PKN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66674
ZKSCAN5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.9904
ZFP36L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.28271
ELP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84454
RNF181	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36481
GSE94011_0_v_3_pias3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SFSWAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43299
E2F6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	74.6642
Urinary system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
SOX12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.2936
Reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE154074_2_v_4_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NR2F6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22942
Sperm principal piece	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.41
EDEM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.56139
SNX16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46483
Ciliary plasm	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
ARMC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67096
DUT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52515
FBXW9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5136
496100645_HIP_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.13144
PGR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08818
Pneumonia	DisGeNET Gene-Disease Associations	1.0	null
Seminal plasma	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.93
Ectopic Pregnancy	DisGeNET Gene-Phenotype Associations	1.0	null
WDR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11012
AP1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85244
GSE157594_6_v_2_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Ciliary Dyskinesia	DisGeNET Gene-Disease Associations	1.0	null
HOXC9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9573
SMPD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69444
GSE86507,GSE86509_0_v_8_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE179002_2_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KCNIP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0291
DIRAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30832
Headache	DisGeNET Gene-Phenotype Associations	1.0	null
SYPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70853
PMC8020666-pnas.2015855118.sd11.xlsx-LPS_attenuatedResponse-Baboon_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
DCUN1D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76639
PMC8987207-DataSheet_1.xls-TF_targets_Fig_2A-HEB_CCRFCEM_ChIP-seq_TCF12	Rummagene Transcription Factor Associations 2026	1.0	null
KHDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22058
DESI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.48922
HES1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00581
GSE208096_1_v_0_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
TMEM8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.42162
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	3.41842
KYSE510	DepMap CRISPR Gene Dependency	1.0	5.59725
GSE112761,GSE112767_4_v_5_ddx6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TBRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5025
WDR82	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56877
Cauda epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.059
Gall bladder	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
MFSD14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.1538
NDUFB6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80207
Outer dynein arm docking complex	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
RNF38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90731
BBIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83871
KIAA1671	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73023
URGCP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5021
NREP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69029
PMC8384902-mmc5.xlsx-H128_ASCL1_ChIP-Symbol_ASCL1	Rummagene Transcription Factor Associations 2026	1.0	null
Ciliary membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.42
T3M3	DepMap CRISPR Gene Dependency	1.0	3.71229
GSE226983_2_v_0_ddx5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GRAMD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66803
PARP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03587
TRAPPC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04592
RPS10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14787
GSE174751_0_v_1_postn_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
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
YBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.67625
NUCB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37619
PMEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78691
NAT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04823
PMC9181267-mmc4.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-orthofinder_human_gene_names_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12619835-41467_2025_66007_MOESM8_ESM.xlsx-Common_KLF5_peaks-Gene_Name_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8987207-DataSheet_1.xls-TF_targets_Fig_2A-E2A_Pre-Pro-B-Cells_ChIP-seq_TCF3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE146982_4_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Sputum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.345
Chronic Sinusitis	DisGeNET Gene-Disease Associations	1.0	null
MMP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88593
RTKN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87846
CD2BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.90697
CDH4-35650610-MESC-MOUSE-STEM-AUTISM	ChEA Transcription Factor Targets 2022	1.0	null
POLR3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2642
PMC9288051-13046_2022_2428_MOESM12_ESM.xlsx-Kasumi-1-genes_bound_by_LYL1_at_its_promoter_regions_in_AML_cell_line_Kasumi-1_LYL1	Rummagene Transcription Factor Associations 2026	1.0	null
TMEM92	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7817
ATXN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.94863
HT3	DepMap CRISPR Gene Dependency	1.0	2.48521
ATP6V0C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24896
Asthma	DisGeNET Gene-Disease Associations	1.0	null
GSE231648_4_v_2_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TMEM81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05968
SEC16A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00131
TMEM200C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25735
GSE186810,GSE186813_7_v_5_furin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
DCAF17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.34846
9+0 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.59
HSPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48875
ZNF524	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7242
PLEKHG4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11155
Ciliary base	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.281
ICC12	DepMap CRISPR Gene Dependency	1.0	3.09096
GSE211983_0_v_3_nicotine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE254848_4_v_13_ptges_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE77108_6_v_7_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
AM38	DepMap CRISPR Gene Dependency	1.0	2.85329
HT29	DepMap CRISPR Gene Dependency	1.0	3.2677
Outer dynein arm	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
ETV6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.8428
SCN1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1155
MED30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46039
496100478_HIP_dementia_TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.48635
ABHD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.92412
TOV21G	DepMap CRISPR Gene Dependency	1.0	2.54752
KIF3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4467
GSE180185_7_v_8_setbp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HOXD12::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.5851
ESR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.3529
H2AC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41174
PMC11511846-42003_2024_7078_MOESM3_ESM.xlsx-ST18-Unnamed_19_ST18	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10149505-41392_2023_1393_MOESM2_ESM.xlsx-CPCMR-Hugo_Symbol_MEIS2	Rummagene Transcription Factor Associations 2026	1.0	null
Signal recognition particle receptor complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.712
Sperm individualization complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.165
Outer dynein arm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	3.068
GSE230744,GSE237803_5_v_3_hira_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Muscle	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
KLKB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21075
PMC6818389-mmc2.xlsx-mirco-MAF-Table_S1_Modified_micro-MAF_input_format_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-PBX3_PBX3	Rummagene Transcription Factor Associations 2026	1.0	null
TIGD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05274
GSE200352_9_v_3_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8987207-DataSheet_1.xls-TF_targets_Fig_2A-E2A_DN4_ChIP-seq_TCF3	Rummagene Transcription Factor Associations 2026	1.0	null
E2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.7092
THRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46137
Ependymocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.054
Vas deferens	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.917
GSE43041,GSE43044_0_v_1_ldb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RBMS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59716
Testicular vein	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.651
GSE225735_0_v_4_aldosterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZC3H13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78506
RPL27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02867
PMC10361959-41419_2023_5985_MOESM1_ESM.pdf-812-ZNF83_ZNF83	Rummagene Transcription Factor Associations 2026	1.0	null
ALYREF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30908
ECE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.66715
Hydrocephalus	DisGeNET Gene-Disease Associations	1.0	null
RRBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15527
GSE183251_4_v_5_cyp2c70_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE199921_1_v_0_romidepsin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
HCA1	DepMap CRISPR Gene Dependency	1.0	3.17271
RIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18347
GSE193351_1_v_0_ruxolitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BMF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90655
MTMR9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29463
AMH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37957
Bladder	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
ZNF701	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	69.9796
Rhinitis	DisGeNET Gene-Disease Associations	1.0	null
HOXB2::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4908
NKX2-4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.6107
DCAF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76784
Tracheal epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.088
MED12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1988
GSE157594_6_v_4_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
SF3A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00917
FADS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09092
TUG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19174
MYSM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15671
Excretory gland	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
SMARCB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65296
HMGN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08615
Y-shaped link	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.72
PMC11938024-ADMA-37-2413413-s001.xlsx-Table_S1a_DE_Genes_analysis-Table_S1a_Differentailly_expressed_genes_Control_vs_NPs_treated_THP1_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE239844_6_v_9_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Serous gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.564
ZNF263	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.919
Ependymal cell_Brain_Mouse	CellMarker Gene-Cell Type Associations	1.0	null
GSE139239_1_v_5_ddr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8020666-pnas.2015855118.sd11.xlsx-LPS_attenuatedResponse-Unnamed_13_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
HES5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.7119
preweaning lethality, incomplete penetrance	MGI Mouse Phenotype Associations 2023	1.0	null
HEXD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26687
GSE248858_4_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC4634137-ncomms9549-s7.xlsx-ZF_Hair_cell_data-Unnamed_1_CREBZF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE164757,GSE164759_1_v_0_trametinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9181267-mmc3.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-hsapiens_homolog_ensembl_gene_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
BCL11A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.2487
STK11IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82033
UNG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66233
IQSEC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02576
AP1G2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26168
GSE193027_1_v_0_krt19_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GOLGA6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38285
GSE211983_1_v_3_nicotine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NCIH23	DepMap CRISPR Gene Dependency	1.0	2.84107
NUP43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5868
GSE146074_10_v_3_ly6e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE164757,GSE164759_1_v_3_trametinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Skeletal muscle	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
PMC10534007-Table_2.xlsx-S3_unique_up_MSC_V-817_elements_included_exclusively_in_VM-CUB1_MSC_up_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
MNT	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.5727
ERGIC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77213
LYRM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79959
STON2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89636
GSE234289_5_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
Megagametophyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.999
HOOK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78071
ZNF587	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.06
TLX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43821
NHLRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.20928
OLA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41588
PAX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.438
TMA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74786
CARF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47477
Skeletal system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
PMC8569982-41065_2021_205_MOESM1_ESM.xlsx-mono_THP1_a2b_tpm1-gene_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
RARA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	70.9403
OVCA420	DepMap CRISPR Gene Dependency	1.0	3.96389
ANKLE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04397
Water vascular system	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.655
PMC10361959-41419_2023_5985_MOESM1_ESM.pdf-773-ZNF85_ZNF85	Rummagene Transcription Factor Associations 2026	1.0	null
SDE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8462
Conductive Hearing Loss	DisGeNET Gene-Disease Associations	1.0	null
ZBED2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.0702
PMC4782046-supp_30.5.508_TableS2.xlsx-TAL1_UTX-co-bound_genes-Unnamed_4_TAL1	Rummagene Transcription Factor Associations 2026	1.0	null
UST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8632
PMC9181267-mmc3.xls-FILTERED_OLD-INFvsYOUNG-INF_LUN-GSEA_name_TOPORS	Rummagene Transcription Factor Associations 2026	1.0	null
GSE87412,GSE92423_3_v_4_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100470_HIP_possible Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.55758
Ciliated cell_Trachea_Mouse	CellMarker Gene-Cell Type Associations	1.0	null
Cytoplasmic dynein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.462
Johnston's organ	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.787
HERC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19643
496100453_HIP_possible Alzheimer's disease_no TBI_88_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.88872
ZNF274	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.7273
HNRNPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38489
GSE154074_2_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NR2E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14968
FGD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80797
HEY	DepMap CRISPR Gene Dependency	1.0	2.74457
Ampulla	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.657
Recurrent Sinusitis	DisGeNET Gene-Disease Associations	1.0	null
MTMR14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87476
ARX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08104
RPL31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13927
CTSD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13223
NOP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01264
Respiratory mucosa	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.522
FAM221A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79115
GSE222047_0_v_1_imidazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE124471,GSE124488_1_v_0_lats1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE114992,GSE114993_0_v_10_irf5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RAP1GAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37367
Female reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
TMEM88B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75684
ANKRD16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8419
IC-21 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.569
PMC8047323-Table_3.xlsx-Venn_581_LPS_T24_vs_LPS_T0-GeneSymbol_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
ABHD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17397
Manchette	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.402
496100519_HIP_probable Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	5.15817
GSE131377_1_v_3_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LPXN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59884
GSE131798,GSE131804_5_v_0_igf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_E2_1h-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
Parathyroid gland	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
DNAJC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1055
CDC42BPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16723
Kartagener Syndrome	DisGeNET Gene-Disease Associations	1.0	null
SHISA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4056
SENP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65743
C15orf40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13896
Microtubule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.981
CTCFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7947
MARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97497
TRIP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84277
CLNS1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08206
PMC8124085-NIHMS1700548-supplement-5.xlsx-hydroceph_MAF_1_logit_GA-Unnamed_2_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
non-motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.886
Impaired Nasal Mucociliary Clearance	DisGeNET Gene-Phenotype Associations	1.0	null
GSE160246_0_v_7_cpeb4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CTDSP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88443
TMEM191B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06452
IRX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66442
GSE114883_1_v_2_romidepsin_human	RummaGEO Drug Perturbation Signatures	1.0	null
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
ATP1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57919
HOXB9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4013
KLF14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	124.491
Dynein complex	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
GSE217132_0_v_1_pfkfb4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SERINC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.52545
Ciliary shaft	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.104
FBXO10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48972
GSE112761,GSE112767_1_v_3_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CRIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51607
SFN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4167
Tachypnea	DisGeNET Gene-Phenotype Associations	1.0	null
TFDP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.5536
GSE248045,GSE248046_0_v_1_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE231648_0_v_2_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE168697_0_v_1_wdr6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE200352_9_v_6_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Situs Inversus Totalis	DisGeNET Gene-Disease Associations	1.0	null
Megasporangium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.995
GLIPR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87384
EIF3D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56231
SLC25A34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85558
CAMA1	DepMap CRISPR Gene Dependency	1.0	4.48139
Kartagener syndrome	ClinVar Gene-Phenotype Associations 2025	1.0	null
SIX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.3453
Respiratory mucus	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.572
GSE181959_3_v_2_dextran_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CLDN34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16156
GSE154074_5_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE199255,GSE199356_4_v_2_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BRD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59535
KLHDC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39301
AGS	DepMap CRISPR Gene Dependency	1.0	3.14566
PMC11976269-41375_2025_2519_MOESM3_ESM.xlsx-ChIP_GATA2_Cluster_A-GeneName_GATA2	Rummagene Transcription Factor Associations 2026	1.0	null
TMEM191C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41814
TRAPPC6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37116
CORL47	DepMap CRISPR Gene Dependency	1.0	3.51773
NBEAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35659
POLD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35854
LGALS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95643
chr19_48296348_C_T_b38	GTEx eQTL 2025	1.0	1.8677
KLF13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.7014
BCL2L13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31437
ABLIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01197
NPHP complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.683
TRIM44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55125
GSE207135_1_v_0_sod2_human	RummaGEO Gene Perturbation Signatures	1.0	null
IGSF9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81514
ARHGAP33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54712
GSE164494_1_v_2_rab22a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CTDSP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39836
Axonemal microtubule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.13
ZFYVE21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65259
SNU601	DepMap CRISPR Gene Dependency	1.0	8.73178
WNK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1595
GSE195663_7_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Bronchial mucosa	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.187
PMC5105166-ncomms13331-s11.xlsx-Sheet1-Supplementary_Data_10_Overlap_of_upregulated_genes_in_MEF2D-rearranged_cases_with_public_ChIPseq_RNAseq_data_MEF2D	Rummagene Transcription Factor Associations 2026	1.0	null
THOC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11415
SLC45A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20552
Axonemal outer doublet	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.952
ELF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.0075
Nasal cavity	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.985
GSE148692,GSE148695_1_v_0_satb2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Intraciliary transport particle A	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.566
VDAC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.83169
Cytoplasmic region	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.527
GSE146074_9_v_3_ly6e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27901
LLGL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46559
SKNMM	DepMap CRISPR Gene Dependency	1.0	3.26721
SLC41A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57976
GSE122101,GSE122103_0_v_1_ssu72_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FBXW8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69278
MAP4K5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47378
Scoliosis, Unspecified	DisGeNET Gene-Disease Associations	1.0	null
PHOSPHO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9306
GSE186810,GSE186813_7_v_0_furin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
SIPA1L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.73039
GSE248045,GSE248046_6_v_1_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Radial spoke stalk	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.031
GSE130081,GSE130082_5_v_1_neil2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE225900_1_v_0_hsdl2_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100480_HIP_no dementia_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	5.47767
DPM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86726
ATM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36445
CFAP126	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3319
DNAJC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62888
NAA10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05559
TULP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86952
KRT18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22966
KLF10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	127.206
ZNF287	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04064