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: THSD7B

Gene summary for THSD7B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THSD7B

Gene ID

80731

Gene namethrombospondin type 1 domain containing 7B
Gene AliasTHSD7B
Cytomap2q22.1
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

E7EM75


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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
80731THSD7BP2T-EHumanEsophagusESCC1.17e-072.58e-010.1177
80731THSD7BP12T-EHumanEsophagusESCC1.29e-358.15e-010.1122
80731THSD7BP16T-EHumanEsophagusESCC3.10e-029.65e-020.1153
80731THSD7BP56T-EHumanEsophagusESCC3.89e-065.55e-010.1613
80731THSD7B048752_1579-all-cellsHumanProstateBPH5.27e-071.84e-010.1008
80731THSD7B052095_1628-all-cellsHumanProstateBPH1.63e-326.07e-010.1032
80731THSD7B052097_1595-all-cellsHumanProstateBPH1.08e-163.82e-010.0972
80731THSD7B052099_1652-all-cellsHumanProstateBPH7.83e-275.72e-010.1038
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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
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
∗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:003153218EsophagusESCCactin cytoskeleton reorganization72/8552107/187235.03e-065.31e-0572
GO:003153210ProstateBPHactin cytoskeleton reorganization40/3107107/187231.82e-074.04e-0640
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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
THSD7BSNVMissense_Mutationc.928N>Tp.Asp310Tyrp.D310Yprotein_codingdeleterious(0)probably_damaging(0.976)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
THSD7BSNVMissense_Mutationc.2252N>Ap.Arg751Lysp.R751Kprotein_codingtolerated(0.38)benign(0.007)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
THSD7BSNVMissense_Mutationc.2799C>Ap.Asn933Lysp.N933Kprotein_codingdeleterious(0.03)probably_damaging(0.971)TCGA-AR-A0U2-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
THSD7BSNVMissense_Mutationc.1865N>Tp.Ser622Leup.S622Lprotein_codingdeleterious(0.01)benign(0.314)TCGA-AR-A2LH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
THSD7BSNVMissense_Mutationnovelc.4739N>Ap.Cys1580Tyrp.C1580Yprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A5QM-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozolePD
THSD7BSNVMissense_Mutationc.4730N>Gp.Tyr1577Cysp.Y1577Cprotein_codingdeleterious(0)probably_damaging(0.982)TCGA-BH-A0DE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
THSD7BSNVMissense_Mutationrs371759413c.4330N>Ap.Glu1444Lysp.E1444Kprotein_codingtolerated(0.45)benign(0.327)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
THSD7BSNVMissense_Mutationc.1012N>Ap.Glu338Lysp.E338Kprotein_codingtolerated(0.22)benign(0.119)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
THSD7BSNVMissense_Mutationc.4049N>Cp.Gly1350Alap.G1350Aprotein_codingtolerated(0.21)benign(0.034)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
THSD7BSNVMissense_Mutationc.2197N>Tp.Pro733Serp.P733Sprotein_codingdeleterious(0.03)possibly_damaging(0.725)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
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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
80731THSD7BNAethanolALCOHOL32451486
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