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: TMPRSS13

Gene summary for TMPRSS13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMPRSS13

Gene ID

84000

Gene nametransmembrane serine protease 13
Gene AliasMSP
Cytomap11q23.3
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

E9PRA0


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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
84000TMPRSS13P2T-EHumanEsophagusESCC2.27e-047.63e-020.1177
84000TMPRSS13P4T-EHumanEsophagusESCC1.02e-143.81e-010.1323
84000TMPRSS13P5T-EHumanEsophagusESCC1.24e-041.01e-010.1327
84000TMPRSS13P10T-EHumanEsophagusESCC1.62e-047.74e-020.116
84000TMPRSS13P12T-EHumanEsophagusESCC4.42e-051.84e-010.1122
84000TMPRSS13P15T-EHumanEsophagusESCC1.48e-031.01e-010.1149
84000TMPRSS13P22T-EHumanEsophagusESCC7.58e-043.56e-020.1236
84000TMPRSS13P23T-EHumanEsophagusESCC1.67e-061.76e-010.108
84000TMPRSS13P26T-EHumanEsophagusESCC7.82e-468.62e-010.1276
84000TMPRSS13P27T-EHumanEsophagusESCC8.16e-081.45e-010.1055
84000TMPRSS13P30T-EHumanEsophagusESCC6.55e-073.47e-010.137
84000TMPRSS13P39T-EHumanEsophagusESCC2.14e-039.62e-020.0894
84000TMPRSS13P47T-EHumanEsophagusESCC4.85e-031.42e-010.1067
84000TMPRSS13P48T-EHumanEsophagusESCC1.14e-023.98e-020.0959
84000TMPRSS13P57T-EHumanEsophagusESCC3.25e-051.37e-010.0926
84000TMPRSS13P61T-EHumanEsophagusESCC1.33e-051.77e-010.099
84000TMPRSS13P62T-EHumanEsophagusESCC1.57e-021.15e-010.1302
84000TMPRSS13P74T-EHumanEsophagusESCC1.89e-338.50e-010.1479
84000TMPRSS13P75T-EHumanEsophagusESCC2.15e-042.22e-010.1125
84000TMPRSS13P79T-EHumanEsophagusESCC3.28e-041.66e-010.1154
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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
∗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
TMPRSS13SNVMissense_Mutationc.1595G>Cp.Gly532Alap.G532Aprotein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A076-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
TMPRSS13SNVMissense_Mutationnovelc.784N>Cp.Thr262Prop.T262Pprotein_codingdeleterious(0)possibly_damaging(0.862)TCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TMPRSS13SNVMissense_Mutationnovelc.119N>Tp.Ser40Phep.S40Fprotein_codingdeleterious_low_confidence(0.01)benign(0.264)TCGA-D8-A4Z1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TMPRSS13SNVMissense_Mutationnovelc.1557N>Cp.Gln519Hisp.Q519Hprotein_codingdeleterious(0.02)possibly_damaging(0.747)TCGA-DG-A2KM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TMPRSS13SNVMissense_Mutationrs761322256c.130N>Ap.Ala44Thrp.A44Tprotein_codingtolerated_low_confidence(0.07)benign(0.022)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
TMPRSS13SNVMissense_Mutationc.1241N>Gp.Asp414Glyp.D414Gprotein_codingdeleterious(0)probably_damaging(0.956)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TMPRSS13SNVMissense_Mutationrs777748954c.1388C>Tp.Thr463Ilep.T463Iprotein_codingdeleterious(0.05)possibly_damaging(0.758)TCGA-AA-3819-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TMPRSS13SNVMissense_Mutationnovelc.1232N>Gp.Asp411Glyp.D411Gprotein_codingdeleterious(0.03)possibly_damaging(0.721)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMPRSS13SNVMissense_Mutationrs773942328c.1426N>Ap.Asp476Asnp.D476Nprotein_codingdeleterious(0.01)possibly_damaging(0.866)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TMPRSS13SNVMissense_Mutationrs745945875c.629N>Ap.Arg210Hisp.R210Hprotein_codingtolerated(0.07)benign(0.145)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
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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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