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: COMMD8

Gene summary for COMMD8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COMMD8

Gene ID

54951

Gene nameCOMM domain containing 8
Gene AliasCOMMD8
Cytomap4p12
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9NX08


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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
54951COMMD8C08HumanOral cavityOSCC6.11e-224.88e-010.1919
54951COMMD8C09HumanOral cavityOSCC2.41e-021.96e-010.1431
54951COMMD8LN22HumanOral cavityOSCC3.47e-068.65e-010.1733
54951COMMD8LN46HumanOral cavityOSCC4.33e-053.85e-010.1666
54951COMMD8LP15HumanOral cavityLP9.33e-081.15e+000.2174
54951COMMD8LP17HumanOral cavityLP1.76e-041.03e+000.2349
54951COMMD8SYSMH1HumanOral cavityOSCC1.53e-235.38e-010.1127
54951COMMD8SYSMH2HumanOral cavityOSCC7.32e-266.54e-010.2326
54951COMMD8SYSMH3HumanOral cavityOSCC5.43e-347.43e-010.2442
54951COMMD8SYSMH4HumanOral cavityOSCC4.22e-061.55e-010.1226
54951COMMD8SYSMH5HumanOral cavityOSCC1.73e-144.64e-010.0647
54951COMMD8SYSMH6HumanOral cavityOSCC3.13e-082.38e-010.1275
54951COMMD8P4_S8_cSCCHumanSkincSCC1.84e-023.81e-02-0.3095
54951COMMD8P1_cSCCHumanSkincSCC7.00e-351.17e+000.0292
54951COMMD8P2_cSCCHumanSkincSCC5.52e-145.47e-01-0.024
54951COMMD8P4_cSCCHumanSkincSCC2.12e-317.75e-01-0.00290000000000005
54951COMMD8P10_cSCCHumanSkincSCC8.66e-401.36e+000.1017
54951COMMD8cSCC_p8HumanSkincSCC6.33e-101.24e-01-0.1971
54951COMMD8cSCC_p9HumanSkincSCC3.34e-035.99e-02-0.1991
54951COMMD8male-WTAHumanThyroidPTC6.56e-07-7.97e-020.1037
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
COMMD8SNVMissense_Mutationnovelc.371N>Gp.Val124Glyp.V124GQ9NX08protein_codingdeleterious(0)benign(0.376)TCGA-BH-A1FC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
COMMD8SNVMissense_Mutationnovelc.371N>Gp.Val124Glyp.V124GQ9NX08protein_codingdeleterious(0)benign(0.376)TCGA-E9-A1NF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
COMMD8SNVMissense_Mutationnovelc.440N>Gp.Val147Glyp.V147GQ9NX08protein_codingdeleterious(0)possibly_damaging(0.893)TCGA-VS-A8QF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
COMMD8SNVMissense_Mutationc.179A>Cp.Lys60Thrp.K60TQ9NX08protein_codingtolerated(0.99)benign(0)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
COMMD8SNVMissense_Mutationc.143C>Tp.Ser48Leup.S48LQ9NX08protein_codingtolerated(1)benign(0.003)TCGA-AA-3697-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
COMMD8SNVMissense_Mutationc.101N>Ap.Arg34Glnp.R34QQ9NX08protein_codingtolerated(0.2)possibly_damaging(0.86)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
COMMD8SNVMissense_Mutationc.227N>Gp.Phe76Cysp.F76CQ9NX08protein_codingtolerated(0.13)benign(0.183)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
COMMD8SNVMissense_Mutationnovelc.531N>Tp.Lys177Asnp.K177NQ9NX08protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COMMD8SNVMissense_Mutationnovelc.79N>Gp.Ile27Valp.I27VQ9NX08protein_codingtolerated(1)benign(0.006)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
COMMD8SNVMissense_Mutationnovelc.121N>Tp.Asp41Tyrp.D41YQ9NX08protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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