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: CPNE8

Gene summary for CPNE8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CPNE8

Gene ID

144402

Gene namecopine 8
Gene AliasCPNE8
Cytomap12q12
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q86YQ8


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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
144402CPNE8CCI_1HumanCervixCC3.11e-161.30e+000.528
144402CPNE8CCI_3HumanCervixCC2.13e-098.51e-010.516
144402CPNE8LZE4THumanEsophagusESCC2.46e-032.72e-010.0811
144402CPNE8LZE5THumanEsophagusESCC2.24e-052.90e-010.0514
144402CPNE8LZE8THumanEsophagusESCC3.88e-051.93e-010.067
144402CPNE8LZE20THumanEsophagusESCC3.86e-072.69e-010.0662
144402CPNE8LZE24THumanEsophagusESCC5.55e-062.88e-010.0596
144402CPNE8P1T-EHumanEsophagusESCC2.96e-085.41e-010.0875
144402CPNE8P5T-EHumanEsophagusESCC1.94e-204.63e-010.1327
144402CPNE8P8T-EHumanEsophagusESCC3.96e-254.85e-010.0889
144402CPNE8P9T-EHumanEsophagusESCC1.75e-052.24e-010.1131
144402CPNE8P10T-EHumanEsophagusESCC2.74e-111.92e-010.116
144402CPNE8P11T-EHumanEsophagusESCC2.60e-034.42e-010.1426
144402CPNE8P12T-EHumanEsophagusESCC5.18e-194.27e-010.1122
144402CPNE8P19T-EHumanEsophagusESCC1.25e-024.73e-010.1662
144402CPNE8P20T-EHumanEsophagusESCC1.73e-491.09e+000.1124
144402CPNE8P21T-EHumanEsophagusESCC4.01e-061.61e-010.1617
144402CPNE8P22T-EHumanEsophagusESCC4.40e-041.05e-010.1236
144402CPNE8P23T-EHumanEsophagusESCC4.25e-154.07e-010.108
144402CPNE8P24T-EHumanEsophagusESCC4.41e-051.16e-010.1287
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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
GO:001003810CervixCCresponse to metal ion67/2311373/187239.67e-048.10e-0367
GO:00515926CervixCCresponse to calcium ion31/2311149/187232.31e-031.65e-0231
GO:001003827EsophagusESCCresponse to metal ion208/8552373/187235.02e-053.90e-04208
GO:007124117EsophagusESCCcellular response to inorganic substance125/8552226/187232.17e-039.67e-03125
GO:00100387LiverNAFLDresponse to metal ion62/1882373/187235.05e-051.19e-0362
GO:00515923LiverNAFLDresponse to calcium ion26/1882149/187233.69e-033.15e-0226
GO:001003812LiverCirrhoticresponse to metal ion150/4634373/187232.27e-111.37e-09150
GO:005159211LiverCirrhoticresponse to calcium ion61/4634149/187239.47e-061.38e-0461
GO:00712487LiverCirrhoticcellular response to metal ion73/4634197/187237.73e-058.54e-0473
GO:00712417LiverCirrhoticcellular response to inorganic substance81/4634226/187231.21e-041.20e-0381
GO:001003822LiverHCCresponse to metal ion208/7958373/187231.35e-072.56e-06208
GO:007124112LiverHCCcellular response to inorganic substance119/7958226/187231.26e-036.92e-03119
GO:005159221LiverHCCresponse to calcium ion81/7958149/187232.26e-031.13e-0281
GO:007124812LiverHCCcellular response to metal ion101/7958197/187237.82e-033.10e-02101
GO:00515924LungIACresponse to calcium ion31/2061149/187233.47e-045.42e-0331
GO:00100388LungIACresponse to metal ion61/2061373/187231.02e-031.22e-0261
GO:005159212LungAISresponse to calcium ion30/1849149/187231.18e-042.72e-0330
GO:001003813LungAISresponse to metal ion57/1849373/187235.80e-049.01e-0357
GO:001003823LungMIACresponse to metal ion36/967373/187232.40e-048.06e-0336
GO:005159222LungMIACresponse to calcium ion18/967149/187236.87e-041.59e-0218
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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
CPNE8SNVMissense_Mutationnovelc.674N>Gp.Tyr225Cysp.Y225CQ86YQ8protein_codingdeleterious(0.02)probably_damaging(0.964)TCGA-A1-A0SD-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CPNE8SNVMissense_Mutationnovelc.92N>Ap.Ser31Tyrp.S31YQ86YQ8protein_codingdeleterious(0)possibly_damaging(0.866)TCGA-BH-A18H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
CPNE8SNVMissense_Mutationrs775774791c.1087N>Gp.Leu363Valp.L363VQ86YQ8protein_codingdeleterious(0.01)possibly_damaging(0.768)TCGA-BH-A18K-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CPNE8SNVMissense_Mutationnovelc.470N>Cp.Arg157Thrp.R157TQ86YQ8protein_codingdeleterious(0.01)benign(0.097)TCGA-LL-A5YO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CPNE8SNVMissense_Mutationnovelc.622N>Ap.Pro208Thrp.P208TQ86YQ8protein_codingdeleterious(0)possibly_damaging(0.802)TCGA-OL-A5RZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
CPNE8insertionFrame_Shift_Insnovelc.1618_1619insCCCAGAGGACATCAAAGCGTAGAGTCAAAGGp.Arg540ThrfsTer40p.R540Tfs*40Q86YQ8protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CPNE8SNVMissense_Mutationc.833A>Cp.Lys278Thrp.K278TQ86YQ8protein_codingdeleterious(0.05)possibly_damaging(0.493)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CPNE8SNVMissense_Mutationnovelc.91N>Cp.Ser31Prop.S31PQ86YQ8protein_codingdeleterious(0)possibly_damaging(0.811)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CPNE8SNVMissense_Mutationc.642N>Tp.Lys214Asnp.K214NQ86YQ8protein_codingtolerated(0.09)benign(0.014)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CPNE8SNVMissense_Mutationrs754785078c.280N>Tp.Arg94Cysp.R94CQ86YQ8protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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