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: MUC17

Gene summary for MUC17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MUC17

Gene ID

140453

Gene namemucin 17, cell surface associated
Gene AliasMUC-17
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q685J3


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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
140453MUC17HTA11_2487_2000001011HumanColorectumSER3.48e-061.16e+00-0.1808
140453MUC17HTA11_1938_2000001011HumanColorectumAD2.03e-054.70e-01-0.0811
140453MUC17HTA11_411_2000001011HumanColorectumSER2.93e-042.05e+00-0.2602
140453MUC17HTA11_2112_2000001011HumanColorectumSER2.40e-051.44e+00-0.2196
140453MUC17HTA11_7696_3000711011HumanColorectumAD2.12e-02-1.38e-010.0674
140453MUC17HTA11_99999971662_82457HumanColorectumMSS2.38e-03-1.42e-010.3859
140453MUC17A015-C-203HumanColorectumFAP2.05e-02-1.36e-01-0.1294
140453MUC17A002-C-201HumanColorectumFAP1.71e-02-1.46e-010.0324
140453MUC17A002-C-203HumanColorectumFAP7.57e-03-1.37e-010.2786
140453MUC17A001-C-108HumanColorectumFAP1.92e-04-1.40e-01-0.0272
140453MUC17A015-C-106HumanColorectumFAP3.19e-04-1.20e-01-0.0511
140453MUC17A015-C-202HumanColorectumFAP1.83e-02-1.46e-01-0.0849
140453MUC17A001-C-203HumanColorectumFAP3.34e-02-1.31e-01-0.0481
140453MUC17A002-C-116HumanColorectumFAP2.00e-05-1.39e-01-0.0452
140453MUC17F034HumanColorectumFAP4.21e-02-1.31e-01-0.0665
140453MUC17CRC-3-11773HumanColorectumCRC2.60e-02-1.15e-010.2564
140453MUC17Pat01-BHumanStomachGC5.32e-841.37e+000.5754
140453MUC17Pat02-BHumanStomachGC1.54e-255.48e-010.0368
140453MUC17Pat03-BHumanStomachGC1.41e-421.00e+000.3693
140453MUC17Pat05-BHumanStomachGC6.46e-042.62e-01-0.0353
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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
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
MUC17SNVMissense_Mutationnovelc.4214C>Gp.Thr1405Serp.T1405SQ685J3protein_codingtolerated(0.29)possibly_damaging(0.855)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
MUC17SNVMissense_Mutationc.10118N>Tp.Thr3373Ilep.T3373IQ685J3protein_codingtolerated(0.08)probably_damaging(0.986)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
MUC17SNVMissense_Mutationrs761171920c.9971N>Cp.Ile3324Thrp.I3324TQ685J3protein_codingtolerated(1)benign(0.009)TCGA-A2-A04P-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxolPD
MUC17SNVMissense_Mutationc.10795N>Tp.Pro3599Serp.P3599SQ685J3protein_codingtolerated(0.2)possibly_damaging(0.594)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MUC17SNVMissense_Mutationc.13264N>Gp.Arg4422Glyp.R4422GQ685J3protein_codingdeleterious(0.01)possibly_damaging(0.759)TCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
MUC17SNVMissense_Mutationrs752029816c.8390N>Gp.Val2797Glyp.V2797GQ685J3protein_codingtolerated(0.59)benign(0.001)TCGA-A2-A3XY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
MUC17SNVMissense_Mutationrs374087771c.13244N>Ap.Arg4415Hisp.R4415HQ685J3protein_codingtolerated(0.52)benign(0.038)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MUC17SNVMissense_Mutationrs749795865c.12721C>Tp.Arg4241Cysp.R4241CQ685J3protein_codingdeleterious(0)possibly_damaging(0.668)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
MUC17SNVMissense_Mutationc.1826C>Tp.Ser609Leup.S609LQ685J3protein_codingdeleterious(0)possibly_damaging(0.819)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
MUC17SNVMissense_Mutationc.6921N>Ap.Asn2307Lysp.N2307KQ685J3protein_codingdeleterious(0)benign(0.005)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
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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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