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: THSD1

Gene summary for THSD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THSD1

Gene ID

55901

Gene namethrombospondin type 1 domain containing 1
Gene AliasANIB12
Cytomap13q14.3
Gene Typeprotein-coding
GO ID

GO:0007044

UniProtAcc

A0A024R064


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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
55901THSD1P5T-EHumanEsophagusESCC5.28e-036.07e-020.1327
55901THSD1P9T-EHumanEsophagusESCC1.66e-021.13e-010.1131
55901THSD1P10T-EHumanEsophagusESCC4.86e-022.44e-020.116
55901THSD1P11T-EHumanEsophagusESCC4.27e-021.85e-010.1426
55901THSD1P21T-EHumanEsophagusESCC1.58e-071.75e-010.1617
55901THSD1P24T-EHumanEsophagusESCC3.67e-061.10e-010.1287
55901THSD1P30T-EHumanEsophagusESCC1.30e-021.80e-010.137
55901THSD1P32T-EHumanEsophagusESCC6.71e-038.85e-020.1666
55901THSD1P37T-EHumanEsophagusESCC4.42e-061.71e-010.1371
55901THSD1P42T-EHumanEsophagusESCC1.84e-021.29e-010.1175
55901THSD1P47T-EHumanEsophagusESCC2.57e-031.51e-010.1067
55901THSD1P49T-EHumanEsophagusESCC4.59e-034.40e-010.1768
55901THSD1P52T-EHumanEsophagusESCC6.41e-039.70e-020.1555
55901THSD1P62T-EHumanEsophagusESCC3.90e-041.64e-010.1302
55901THSD1P79T-EHumanEsophagusESCC8.34e-061.54e-010.1154
55901THSD1P80T-EHumanEsophagusESCC5.50e-041.64e-010.155
55901THSD1P83T-EHumanEsophagusESCC2.21e-144.60e-010.1738
55901THSD1P89T-EHumanEsophagusESCC1.03e-095.82e-010.1752
55901THSD1P91T-EHumanEsophagusESCC6.54e-035.96e-010.1828
55901THSD1P107T-EHumanEsophagusESCC2.23e-082.61e-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
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:0150115110EsophagusESCCcell-substrate junction organization77/8552101/187233.46e-109.57e-0977
GO:000704418EsophagusESCCcell-substrate junction assembly73/855295/187235.27e-101.35e-0873
GO:003158919EsophagusESCCcell-substrate adhesion221/8552363/187233.06e-096.62e-08221
GO:004804116EsophagusESCCfocal adhesion assembly65/855287/187233.28e-086.08e-0765
GO:000716018EsophagusESCCcell-matrix adhesion141/8552233/187233.33e-063.71e-05141
GO:003432918EsophagusESCCcell junction assembly227/8552420/187233.06e-041.83e-03227
GO:000704416Oral cavityOSCCcell-substrate junction assembly67/730595/187234.51e-101.19e-0867
GO:015011517Oral cavityOSCCcell-substrate junction organization70/7305101/187236.36e-101.63e-0870
GO:003158917Oral cavityOSCCcell-substrate adhesion193/7305363/187232.48e-084.82e-07193
GO:004804110Oral cavityOSCCfocal adhesion assembly59/730587/187234.86e-088.95e-0759
GO:000716016Oral cavityOSCCcell-matrix adhesion125/7305233/187233.76e-064.45e-05125
GO:003432916Oral cavityOSCCcell junction assembly190/7305420/187234.99e-031.96e-02190
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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
THSD1SNVMissense_Mutationnovelc.1198C>Ap.Pro400Thrp.P400TQ9NS62protein_codingtolerated(0.15)benign(0.079)TCGA-BH-A18I-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
THSD1SNVMissense_Mutationc.2263N>Ap.Glu755Lysp.E755KQ9NS62protein_codingdeleterious(0)possibly_damaging(0.867)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
THSD1SNVMissense_Mutationnovelc.1499G>Ap.Arg500Glnp.R500QQ9NS62protein_codingtolerated(0.28)benign(0.011)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
THSD1SNVMissense_Mutationnovelc.1576N>Tp.Pro526Serp.P526SQ9NS62protein_codingtolerated(0.07)probably_damaging(0.999)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
THSD1insertionNonsense_Mutationnovelc.1880_1881insCCTGGGACCAGGATGCTGATTACATGp.Lys627AsnfsTer7p.K627Nfs*7Q9NS62protein_codingTCGA-BH-A0EB-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
THSD1SNVMissense_Mutationc.1087C>Tp.Arg363Cysp.R363CQ9NS62protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
THSD1SNVMissense_Mutationrs373901957c.275N>Gp.Tyr92Cysp.Y92CQ9NS62protein_codingtolerated(0.35)probably_damaging(0.931)TCGA-BI-A0VR-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
THSD1SNVMissense_Mutationnovelc.496G>Ap.Val166Ilep.V166IQ9NS62protein_codingtolerated(0.22)benign(0)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
THSD1SNVMissense_Mutationnovelc.573N>Ap.Ser191Argp.S191RQ9NS62protein_codingtolerated(0.43)benign(0.149)TCGA-DG-A2KL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
THSD1SNVMissense_Mutationrs763256441c.529G>Ap.Glu177Lysp.E177KQ9NS62protein_codingtolerated(0.24)benign(0.178)TCGA-EK-A3GM-01Cervixcervical & endocervical cancerFemale>=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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