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: TSPAN10

Gene summary for TSPAN10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TSPAN10

Gene ID

83882

Gene nametetraspanin 10
Gene AliasOCSP
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0008104

UniProtAcc

A0A087WWT4


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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
83882TSPAN10C04HumanOral cavityOSCC4.18e-228.52e-010.2633
83882TSPAN10C21HumanOral cavityOSCC6.50e-359.11e-010.2678
83882TSPAN10C30HumanOral cavityOSCC1.13e-251.01e+000.3055
83882TSPAN10C46HumanOral cavityOSCC6.27e-038.35e-020.1673
83882TSPAN10C51HumanOral cavityOSCC1.37e-064.45e-010.2674
83882TSPAN10C06HumanOral cavityOSCC7.37e-074.33e-010.2699
83882TSPAN10C07HumanOral cavityOSCC2.66e-025.93e-010.2491
83882TSPAN10C08HumanOral cavityOSCC3.32e-062.07e-010.1919
83882TSPAN10C09HumanOral cavityOSCC7.46e-048.02e-020.1431
83882TSPAN10LP15HumanOral cavityLP1.87e-044.51e-010.2174
83882TSPAN10LP17HumanOral cavityLP3.21e-064.71e-010.2349
83882TSPAN10SYSMH3HumanOral cavityOSCC6.11e-123.35e-010.2442
83882TSPAN10SYSMH5HumanOral cavityOSCC4.68e-041.81e-010.0647
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
GO:007259418Oral cavityOSCCestablishment of protein localization to organelle284/7305422/187231.50e-321.35e-29284
GO:007259419Oral cavityLPestablishment of protein localization to organelle205/4623422/187236.76e-273.85e-24205
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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
TSPAN10SNVMissense_Mutationrs374329590c.610N>Ap.Val204Metp.V204Mprotein_codingtolerated(0.11)benign(0.134)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TSPAN10SNVMissense_Mutationrs753180923c.457N>Gp.Pro153Alap.P153Aprotein_codingtolerated(0.71)benign(0.023)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TSPAN10SNVMissense_Mutationrs543859014c.65C>Tp.Ala22Valp.A22Vprotein_codingtolerated_low_confidence(0.23)benign(0.068)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TSPAN10SNVMissense_Mutationnovelc.343A>Gp.Lys115Glup.K115Eprotein_codingdeleterious(0)probably_damaging(0.976)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TSPAN10SNVMissense_Mutationrs771337272c.76C>Tp.Arg26Trpp.R26Wprotein_codingdeleterious_low_confidence(0.02)benign(0)TCGA-G4-6320-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
TSPAN10SNVMissense_Mutationrs753180923c.457N>Gp.Pro153Alap.P153Aprotein_codingtolerated(0.71)benign(0.023)TCGA-NH-A50V-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilCR
TSPAN10SNVMissense_Mutationrs776886068c.448N>Ap.Leu150Metp.L150Mprotein_codingtolerated(0.07)possibly_damaging(0.905)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TSPAN10insertionIn_Frame_Insnovelc.186_187insCCAp.Pro64dupp.P64dupprotein_codingTCGA-5M-AAT4-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
TSPAN10deletionFrame_Shift_Delrs774620230c.450delNp.Leu154CysfsTer19p.L154Cfs*19protein_codingTCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
TSPAN10deletionFrame_Shift_Delrs774620230c.456delGp.Leu154CysfsTer19p.L154Cfs*19protein_codingTCGA-AM-5821-01Colorectumcolon 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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