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: COMMD3

Gene summary for COMMD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COMMD3

Gene ID

23412

Gene nameCOMM domain containing 3
Gene AliasBUP
Cytomap10p12.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9UBI1


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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
23412COMMD3HTA11_2487_2000001011HumanColorectumSER8.42e-051.71e-01-0.1808
23412COMMD3HTA11_1938_2000001011HumanColorectumAD8.45e-113.40e-01-0.0811
23412COMMD3HTA11_78_2000001011HumanColorectumAD7.65e-072.34e-01-0.1088
23412COMMD3HTA11_347_2000001011HumanColorectumAD1.02e-142.91e-01-0.1954
23412COMMD3HTA11_411_2000001011HumanColorectumSER5.61e-033.31e-01-0.2602
23412COMMD3HTA11_3361_2000001011HumanColorectumAD4.57e-062.46e-01-0.1207
23412COMMD3HTA11_696_2000001011HumanColorectumAD9.04e-051.23e-01-0.1464
23412COMMD3HTA11_866_2000001011HumanColorectumAD9.04e-051.23e-01-0.1001
23412COMMD3HTA11_1391_2000001011HumanColorectumAD2.86e-092.56e-01-0.059
23412COMMD3HTA11_5212_2000001011HumanColorectumAD2.28e-021.70e-01-0.2061
23412COMMD3HTA11_5216_2000001011HumanColorectumSER3.40e-033.08e-01-0.1462
23412COMMD3HTA11_7862_2000001011HumanColorectumAD3.08e-042.34e-01-0.0179
23412COMMD3HTA11_866_3004761011HumanColorectumAD5.92e-061.66e-010.096
23412COMMD3HTA11_4255_2000001011HumanColorectumSER3.40e-021.93e-010.0446
23412COMMD3HTA11_8622_2000001021HumanColorectumSER3.19e-021.83e-010.0528
23412COMMD3HTA11_7663_2000001011HumanColorectumSER7.76e-073.34e-010.0131
23412COMMD3HTA11_10623_2000001011HumanColorectumAD2.05e-042.63e-01-0.0177
23412COMMD3HTA11_6801_2000001011HumanColorectumSER1.19e-073.58e-010.0171
23412COMMD3HTA11_7696_3000711011HumanColorectumAD8.62e-041.18e-010.0674
23412COMMD3HTA11_6818_2000001011HumanColorectumAD1.74e-031.82e-010.0112
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
COMMD3SNVMissense_Mutationnovelc.557N>Tp.Ser186Leup.S186LQ9UBI1protein_codingdeleterious(0.01)benign(0.14)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
COMMD3SNVMissense_Mutationrs143840494c.391C>Tp.Arg131Cysp.R131CQ9UBI1protein_codingdeleterious(0.05)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
COMMD3deletionFrame_Shift_Delc.298delNp.Cys101AlafsTer11p.C101Afs*11Q9UBI1protein_codingTCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
COMMD3SNVMissense_Mutationnovelc.479N>Tp.Ser160Phep.S160FQ9UBI1protein_codingdeleterious(0.01)possibly_damaging(0.58)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
COMMD3SNVMissense_Mutationnovelc.131N>Tp.Ala44Valp.A44VQ9UBI1protein_codingtolerated(0.05)benign(0.305)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COMMD3SNVMissense_Mutationrs143840494c.391C>Tp.Arg131Cysp.R131CQ9UBI1protein_codingdeleterious(0.05)benign(0.007)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COMMD3SNVMissense_Mutationc.498N>Gp.Ile166Metp.I166MQ9UBI1protein_codingdeleterious(0)benign(0.347)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COMMD3SNVMissense_Mutationnovelc.379G>Ap.Asp127Asnp.D127NQ9UBI1protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
COMMD3SNVMissense_Mutationnovelc.326N>Gp.Asn109Serp.N109SQ9UBI1protein_codingtolerated(0.78)benign(0.138)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
COMMD3SNVMissense_Mutationc.182N>Gp.His61Argp.H61RQ9UBI1protein_codingtolerated(0.12)benign(0.417)TCGA-DD-A39V-01Liverliver hepatocellular carcinomaMale>=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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