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: MUC3A

Gene summary for MUC3A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MUC3A

Gene ID

4584

Gene namemucin 3A, cell surface associated
Gene AliasMUC-3A
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q02505


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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
4584MUC3APat01-BHumanStomachGC9.82e-518.57e-010.5754
4584MUC3APat02-BHumanStomachGC1.06e-163.27e-010.0368
4584MUC3APat03-BHumanStomachGC1.13e-326.50e-010.3693
4584MUC3APat04-BHumanStomachGC1.42e-031.40e-01-0.1483
4584MUC3APat05-BHumanStomachGC7.60e-062.16e-01-0.0353
4584MUC3APat07-BHumanStomachGC5.16e-063.18e-010.0935
4584MUC3APat09-BHumanStomachGC1.10e-113.18e-01-0.0359
4584MUC3APat10-BHumanStomachGC1.37e-095.29e-010.084
4584MUC3APat12-BHumanStomachGC4.36e-275.88e-010.0325
4584MUC3APat13-BHumanStomachGC6.01e-103.42e-010.0555
4584MUC3APat16-BHumanStomachGC1.39e-143.74e-010.1918
4584MUC3APat17-BHumanStomachGC1.22e-154.74e-010.3109
4584MUC3APat18-BHumanStomachGC4.47e-031.42e-01-0.0432
4584MUC3APat19-BHumanStomachGC2.79e-113.31e-010.0826
4584MUC3APat22-BHumanStomachGC4.38e-039.48e-02-0.1042
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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
MUC3ASNVMissense_Mutationnovelc.9826G>Ap.Glu3276Lysp.E3276KQ02505protein_codingtolerated_low_confidence(0.11)benign(0.389)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
MUC3ASNVMissense_Mutationnovelc.8342N>Tp.Ser2781Phep.S2781FQ02505protein_codingdeleterious_low_confidence(0)probably_damaging(0.979)TCGA-A8-A08J-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
MUC3ASNVMissense_Mutationnovelc.8003N>Gp.Thr2668Argp.T2668RQ02505protein_codingdeleterious_low_confidence(0)possibly_damaging(0.857)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
MUC3ASNVMissense_Mutationnovelc.7985C>Tp.Ser2662Phep.S2662FQ02505protein_codingdeleterious_low_confidence(0)possibly_damaging(0.721)TCGA-A8-A09T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
MUC3ASNVMissense_Mutationnovelc.7778N>Tp.Ser2593Phep.S2593FQ02505protein_codingdeleterious_low_confidence(0.03)benign(0)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MUC3ASNVMissense_Mutationnovelc.1115N>Tp.Ser372Phep.S372FQ02505protein_codingdeleterious_low_confidence(0.01)unknown(0)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MUC3ASNVMissense_Mutationnovelc.4718N>Tp.Thr1573Ilep.T1573IQ02505protein_codingtolerated_low_confidence(0.12)unknown(0)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MUC3ASNVMissense_Mutationnovelc.5768G>Tp.Arg1923Ilep.R1923IQ02505protein_codingtolerated_low_confidence(0.26)unknown(0)TCGA-BH-A0B3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
MUC3ASNVMissense_Mutationnovelc.8045N>Tp.Trp2682Leup.W2682LQ02505protein_codingtolerated_low_confidence(0.88)benign(0)TCGA-EW-A1PC-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
MUC3ASNVMissense_Mutationrs753787832c.7940C>Tp.Ser2647Leup.S2647LQ02505protein_codingdeleterious_low_confidence(0.01)benign(0.015)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
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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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