Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: CEP164

Gene summary for CEP164

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP164

Gene ID

22897

Gene namecentrosomal protein 164
Gene AliasNPHP15
Cytomap11q23.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9UPV0


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
22897CEP164LZE4THumanEsophagusESCC9.64e-071.94e-010.0811
22897CEP164LZE7THumanEsophagusESCC2.06e-041.37e-010.0667
22897CEP164LZE24THumanEsophagusESCC3.48e-173.91e-010.0596
22897CEP164LZE21THumanEsophagusESCC2.18e-041.78e-010.0655
22897CEP164P1T-EHumanEsophagusESCC1.37e-042.01e-010.0875
22897CEP164P2T-EHumanEsophagusESCC3.66e-152.16e-010.1177
22897CEP164P4T-EHumanEsophagusESCC3.37e-203.22e-010.1323
22897CEP164P5T-EHumanEsophagusESCC1.54e-162.20e-010.1327
22897CEP164P8T-EHumanEsophagusESCC9.89e-091.15e-020.0889
22897CEP164P9T-EHumanEsophagusESCC2.02e-171.89e-010.1131
22897CEP164P10T-EHumanEsophagusESCC4.62e-141.48e-010.116
22897CEP164P11T-EHumanEsophagusESCC7.18e-112.59e-010.1426
22897CEP164P12T-EHumanEsophagusESCC1.33e-092.01e-010.1122
22897CEP164P15T-EHumanEsophagusESCC4.86e-131.10e-010.1149
22897CEP164P16T-EHumanEsophagusESCC7.55e-192.77e-010.1153
22897CEP164P17T-EHumanEsophagusESCC1.94e-041.93e-010.1278
22897CEP164P20T-EHumanEsophagusESCC1.40e-132.20e-010.1124
22897CEP164P21T-EHumanEsophagusESCC2.95e-204.19e-010.1617
22897CEP164P22T-EHumanEsophagusESCC1.12e-162.22e-010.1236
22897CEP164P23T-EHumanEsophagusESCC1.70e-111.02e-010.108
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
CEP164SNVMissense_Mutationc.2373N>Gp.Ser791Argp.S791RQ9UPV0protein_codingdeleterious(0)possibly_damaging(0.839)TCGA-A8-A075-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinCR
CEP164SNVMissense_Mutationc.407C>Tp.Ser136Leup.S136LQ9UPV0protein_codingtolerated(0.51)benign(0.003)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CEP164SNVMissense_Mutationc.3368N>Gp.Ser1123Cysp.S1123CQ9UPV0protein_codingdeleterious(0)probably_damaging(0.976)TCGA-E2-A1LG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CEP164insertionNonsense_Mutationnovelc.2129_2130insCCTGTAATCTCAGTGCTTTGGGAGGCTp.Glu710delinsAspLeuTerSerGlnCysPheGlyArgLeup.E710delinsDL*SQCFGRLQ9UPV0protein_codingTCGA-A8-A0AD-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
CEP164insertionFrame_Shift_Insnovelc.157_158insCATTGATGGAGAGAAAAGACAAAp.Gly53AlafsTer52p.G53Afs*52Q9UPV0protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
CEP164insertionNonsense_Mutationnovelc.1134_1135insCTTCCTTTCTAACATGGTCTGTTGCTCCCTAGGp.Gly378_Ser379insLeuProPheTerHisGlyLeuLeuLeuProArgp.G378_S379insLPF*HGLLLPRQ9UPV0protein_codingTCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
CEP164deletionFrame_Shift_Delnovelc.1212delNp.Lys406SerfsTer41p.K406Sfs*41Q9UPV0protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CEP164SNVMissense_Mutationnovelc.881N>Tp.Ser294Ilep.S294IQ9UPV0protein_codingdeleterious(0)possibly_damaging(0.62)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CEP164SNVMissense_Mutationnovelc.2794N>Ap.Glu932Lysp.E932KQ9UPV0protein_codingdeleterious(0.01)probably_damaging(0.99)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CEP164SNVMissense_Mutationrs758393882c.3664N>Ap.Asp1222Asnp.D1222NQ9UPV0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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