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: TSPAN2

Gene summary for TSPAN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TSPAN2

Gene ID

10100

Gene nametetraspanin 2
Gene AliasNET3
Cytomap1p13.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

B1AKP1


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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
10100TSPAN2P2T-EHumanEsophagusESCC3.58e-283.90e-010.1177
10100TSPAN2P5T-EHumanEsophagusESCC2.05e-071.92e-010.1327
10100TSPAN2P10T-EHumanEsophagusESCC1.47e-142.94e-010.116
10100TSPAN2P11T-EHumanEsophagusESCC2.46e-021.39e-010.1426
10100TSPAN2P16T-EHumanEsophagusESCC8.40e-041.29e-010.1153
10100TSPAN2P19T-EHumanEsophagusESCC7.48e-036.89e-010.1662
10100TSPAN2P21T-EHumanEsophagusESCC2.28e-358.89e-010.1617
10100TSPAN2P31T-EHumanEsophagusESCC1.78e-031.36e-010.1251
10100TSPAN2P32T-EHumanEsophagusESCC9.20e-061.54e-010.1666
10100TSPAN2P37T-EHumanEsophagusESCC4.27e-062.01e-010.1371
10100TSPAN2P56T-EHumanEsophagusESCC5.84e-106.29e-010.1613
10100TSPAN2P57T-EHumanEsophagusESCC1.78e-031.03e-010.0926
10100TSPAN2P61T-EHumanEsophagusESCC4.84e-164.02e-010.099
10100TSPAN2P74T-EHumanEsophagusESCC3.23e-092.96e-010.1479
10100TSPAN2P75T-EHumanEsophagusESCC3.75e-031.57e-010.1125
10100TSPAN2P76T-EHumanEsophagusESCC1.62e-133.49e-010.1207
10100TSPAN2P79T-EHumanEsophagusESCC1.76e-122.71e-010.1154
10100TSPAN2P83T-EHumanEsophagusESCC3.17e-021.08e-010.1738
10100TSPAN2P130T-EHumanEsophagusESCC3.75e-031.10e-010.1676
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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
GO:0030099111EsophagusESCCmyeloid cell differentiation232/8552381/187231.22e-092.90e-08232
GO:000257317EsophagusESCCmyeloid leukocyte differentiation128/8552208/187232.75e-063.15e-05128
GO:00425524EsophagusESCCmyelination85/8552134/187232.51e-052.13e-0485
GO:00072724EsophagusESCCensheathment of neurons86/8552136/187232.68e-052.24e-0486
GO:00083664EsophagusESCCaxon ensheathment86/8552136/187232.68e-052.24e-0486
GO:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:00100016EsophagusESCCglial cell differentiation129/8552225/187232.73e-041.65e-03129
GO:00487092EsophagusESCColigodendrocyte differentiation55/855295/187231.10e-023.72e-0255
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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
TSPAN2SNVMissense_Mutationnovelc.470N>Tp.Ser157Phep.S157FO60636protein_codingtolerated(0.33)possibly_damaging(0.526)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
TSPAN2SNVMissense_Mutationc.14N>Ap.Arg5Hisp.R5HO60636protein_codingdeleterious(0.01)benign(0.107)TCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
TSPAN2insertionNonsense_Mutationnovelc.312_313insTAGAAGGGAAAGATGTCTATCACACAGAGTTCAp.Thr104_Thr105insTerp.T104_T105ins*O60636protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TSPAN2SNVMissense_Mutationc.440N>Tp.Ser147Leup.S147LO60636protein_codingtolerated(0.55)benign(0.019)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
TSPAN2SNVMissense_Mutationc.365N>Gp.Thr122Serp.T122SO60636protein_codingtolerated(0.69)benign(0)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
TSPAN2SNVMissense_Mutationc.251N>Tp.Ser84Leup.S84LO60636protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
TSPAN2SNVMissense_Mutationrs777331815c.599C>Tp.Thr200Metp.T200MO60636protein_codingtolerated(1)benign(0.371)TCGA-D5-6931-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TSPAN2SNVMissense_Mutationrs777331815c.599C>Tp.Thr200Metp.T200MO60636protein_codingtolerated(1)benign(0.371)TCGA-G4-6627-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TSPAN2SNVMissense_Mutationc.644N>Tp.Arg215Leup.R215LO60636protein_codingdeleterious(0.03)probably_damaging(0.91)TCGA-NH-A50U-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinPD
TSPAN2SNVMissense_Mutationrs777153817c.644G>Ap.Arg215Glnp.R215QO60636protein_codingdeleterious(0)possibly_damaging(0.809)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<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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