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: TSPAN18

Gene summary for TSPAN18

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TSPAN18

Gene ID

90139

Gene nametetraspanin 18
Gene AliasTSPAN
Cytomap11p11.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96SJ8


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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
90139TSPAN18P9T-EHumanEsophagusESCC1.44e-051.80e-010.1131
90139TSPAN18P10T-EHumanEsophagusESCC2.55e-286.26e-010.116
90139TSPAN18P12T-EHumanEsophagusESCC8.75e-061.32e-010.1122
90139TSPAN18P15T-EHumanEsophagusESCC3.64e-071.60e-010.1149
90139TSPAN18P16T-EHumanEsophagusESCC1.82e-034.29e-020.1153
90139TSPAN18P26T-EHumanEsophagusESCC3.78e-037.15e-020.1276
90139TSPAN18P28T-EHumanEsophagusESCC8.33e-214.12e-010.1149
90139TSPAN18P30T-EHumanEsophagusESCC1.82e-155.54e-010.137
90139TSPAN18P31T-EHumanEsophagusESCC5.44e-203.34e-010.1251
90139TSPAN18P42T-EHumanEsophagusESCC1.70e-031.45e-010.1175
90139TSPAN18P49T-EHumanEsophagusESCC3.92e-042.99e-010.1768
90139TSPAN18P52T-EHumanEsophagusESCC1.98e-082.66e-010.1555
90139TSPAN18P56T-EHumanEsophagusESCC3.28e-064.78e-010.1613
90139TSPAN18P107T-EHumanEsophagusESCC3.38e-021.00e-010.171
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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
TSPAN18deletionFrame_Shift_Delc.684_685delGGp.Val229ThrfsTer25p.V229Tfs*25Q96SJ8protein_codingTCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
TSPAN18insertionFrame_Shift_Insnovelc.229_230insGTGACCTTCAGCAAGTTGTTGGTTCCCTCTGTATGGAAp.Val77GlyfsTer29p.V77Gfs*29Q96SJ8protein_codingTCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TSPAN18SNVMissense_Mutationnovelc.137N>Tp.Ala46Valp.A46VQ96SJ8protein_codingdeleterious(0)probably_damaging(0.969)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TSPAN18SNVMissense_Mutationrs201625013c.388N>Ap.Asp130Asnp.D130NQ96SJ8protein_codingtolerated(0.84)benign(0)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TSPAN18SNVMissense_Mutationc.54C>Ap.Phe18Leup.F18LQ96SJ8protein_codingtolerated(0.63)possibly_damaging(0.758)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TSPAN18SNVMissense_Mutationrs778653685c.518N>Tp.Pro173Leup.P173LQ96SJ8protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
TSPAN18SNVMissense_Mutationrs148562544c.233N>Ap.Arg78Hisp.R78HQ96SJ8protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-CA-6719-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TSPAN18SNVMissense_Mutationnovelc.157N>Gp.Thr53Alap.T53AQ96SJ8protein_codingtolerated(0.39)benign(0.099)TCGA-G4-6307-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfluorouracilSD
TSPAN18SNVMissense_Mutationnovelc.151N>Ap.Leu51Ilep.L51IQ96SJ8protein_codingtolerated(0.23)probably_damaging(0.927)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TSPAN18SNVMissense_Mutationrs377733819c.419N>Tp.Ser140Leup.S140LQ96SJ8protein_codingdeleterious(0)possibly_damaging(0.558)TCGA-AJ-A8CT-01Endometriumuterine corpus endometrioid carcinomaFemale<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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