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: TSPAN8

Gene summary for TSPAN8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TSPAN8

Gene ID

7103

Gene nametetraspanin 8
Gene AliasCO-029
Cytomap12q21.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P19075


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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
7103TSPAN8HTA11_3410_2000001011HumanColorectumAD2.84e-21-7.40e-010.0155
7103TSPAN8HTA11_78_2000001011HumanColorectumAD6.02e-121.20e+00-0.1088
7103TSPAN8HTA11_2992_2000001011HumanColorectumSER1.17e-068.59e-01-0.1706
7103TSPAN8HTA11_5212_2000001011HumanColorectumAD1.13e-087.42e-01-0.2061
7103TSPAN8HTA11_6801_2000001011HumanColorectumSER3.16e-059.25e-010.0171
7103TSPAN8HTA11_7696_3000711011HumanColorectumAD1.29e-087.72e-010.0674
7103TSPAN8HTA11_99999965062_69753HumanColorectumMSI-H6.90e-081.71e+000.3487
7103TSPAN8HTA11_99999965104_69814HumanColorectumMSS1.19e-066.83e-010.281
7103TSPAN8F007HumanColorectumFAP2.45e-02-1.47e-010.1176
7103TSPAN8A002-C-010HumanColorectumFAP1.18e-093.54e-010.242
7103TSPAN8A015-C-203HumanColorectumFAP2.32e-27-4.93e-01-0.1294
7103TSPAN8A015-C-204HumanColorectumFAP1.13e-04-3.41e-01-0.0228
7103TSPAN8A014-C-040HumanColorectumFAP4.08e-06-5.69e-01-0.1184
7103TSPAN8A002-C-201HumanColorectumFAP1.82e-08-2.01e-010.0324
7103TSPAN8A001-C-119HumanColorectumFAP9.84e-14-6.61e-01-0.1557
7103TSPAN8A001-C-108HumanColorectumFAP2.57e-09-1.49e-01-0.0272
7103TSPAN8A002-C-205HumanColorectumFAP1.28e-24-5.66e-01-0.1236
7103TSPAN8A015-C-005HumanColorectumFAP8.95e-03-2.36e-01-0.0336
7103TSPAN8A015-C-006HumanColorectumFAP7.38e-16-5.29e-01-0.0994
7103TSPAN8A015-C-106HumanColorectumFAP1.42e-07-2.21e-01-0.0511
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:0042060ColorectumADwound healing128/3918422/187232.73e-067.89e-05128
GO:0050878ColorectumADregulation of body fluid levels108/3918379/187232.54e-043.20e-03108
GO:00420601ColorectumSERwound healing97/2897422/187232.69e-057.30e-0497
GO:00508781ColorectumSERregulation of body fluid levels81/2897379/187231.28e-031.43e-0281
GO:0061041ColorectumSERregulation of wound healing33/2897134/187233.78e-033.13e-0233
GO:1903034ColorectumSERregulation of response to wounding39/2897167/187234.73e-033.72e-0239
GO:00420602ColorectumMSSwound healing119/3467422/187235.93e-072.24e-05119
GO:00508782ColorectumMSSregulation of body fluid levels99/3467379/187231.40e-042.07e-0399
GO:00420603ColorectumMSI-Hwound healing47/1319422/187231.23e-032.00e-0247
GO:00508783ColorectumMSI-Hregulation of body fluid levels41/1319379/187234.10e-034.67e-0241
GO:00420604ColorectumFAPwound healing99/2622422/187239.50e-086.33e-0699
GO:00610411ColorectumFAPregulation of wound healing35/2622134/187231.48e-042.29e-0335
GO:00508784ColorectumFAPregulation of body fluid levels79/2622379/187231.52e-042.35e-0379
GO:19030341ColorectumFAPregulation of response to wounding41/2622167/187231.86e-042.74e-0341
GO:00420605ColorectumCRCwound healing80/2078422/187231.06e-066.54e-0580
GO:00508785ColorectumCRCregulation of body fluid levels65/2078379/187232.38e-043.96e-0365
GO:00610412ColorectumCRCregulation of wound healing26/2078134/187233.17e-032.78e-0226
GO:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:190303420EsophagusESCCregulation of response to wounding93/8552167/187235.77e-032.14e-0293
GO:004206012LiverCirrhoticwound healing155/4634422/187232.12e-087.56e-07155
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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
TSPAN8SNVMissense_Mutationc.482N>Tp.Trp161Leup.W161LP19075protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
TSPAN8insertionNonsense_Mutationnovelc.94_95insAGAGCCTTTTTAAGGTATTTGCCCACATAAAGAp.Trp32delinsTerp.W32delins*P19075protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TSPAN8insertionFrame_Shift_Insnovelc.499_500insCCTCp.His167ProfsTer5p.H167Pfs*5P19075protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TSPAN8insertionIn_Frame_Insnovelc.497_498insGGGGAAACTp.Gln166_His167insGlyLysLeup.Q166_H167insGKLP19075protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TSPAN8SNVMissense_Mutationc.112N>Ap.Asp38Asnp.D38NP19075protein_codingtolerated(0.08)benign(0.098)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
TSPAN8SNVMissense_Mutationc.496N>Gp.Gln166Glup.Q166EP19075protein_codingtolerated(0.69)benign(0.003)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TSPAN8SNVMissense_Mutationc.280N>Gp.Leu94Valp.L94VP19075protein_codingtolerated(0.08)benign(0.031)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TSPAN8SNVMissense_Mutationrs774338946c.656N>Cp.Ile219Thrp.I219TP19075protein_codingdeleterious(0)possibly_damaging(0.675)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TSPAN8SNVMissense_Mutationnovelc.182N>Tp.Ala61Valp.A61VP19075protein_codingtolerated(0.06)probably_damaging(0.974)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TSPAN8deletionIn_Frame_Delc.29_31delNNNp.Tyr10delp.Y10delP19075protein_codingTCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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