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: VSIG10

Gene summary for VSIG10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VSIG10

Gene ID

54621

Gene nameV-set and immunoglobulin domain containing 10
Gene AliasVSIG10
Cytomap12q24.23
Gene Typeprotein-coding
GO ID

GO:0007155

UniProtAcc

Q8N0Z9


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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
54621VSIG10HTA11_347_2000001011HumanColorectumAD5.47e-084.98e-01-0.1954
54621VSIG10HTA11_1391_2000001011HumanColorectumAD8.49e-034.90e-01-0.059
54621VSIG10HTA11_99999965062_69753HumanColorectumMSI-H4.93e-028.84e-010.3487
54621VSIG10A015-C-203HumanColorectumFAP2.07e-16-1.95e-01-0.1294
54621VSIG10A002-C-201HumanColorectumFAP4.74e-08-2.46e-010.0324
54621VSIG10A001-C-108HumanColorectumFAP3.07e-083.16e-02-0.0272
54621VSIG10A002-C-205HumanColorectumFAP1.21e-13-1.55e-01-0.1236
54621VSIG10A015-C-006HumanColorectumFAP3.86e-08-2.45e-01-0.0994
54621VSIG10A015-C-106HumanColorectumFAP3.37e-06-7.26e-02-0.0511
54621VSIG10A002-C-114HumanColorectumFAP3.33e-13-2.46e-01-0.1561
54621VSIG10A015-C-104HumanColorectumFAP1.77e-17-1.21e-01-0.1899
54621VSIG10A001-C-014HumanColorectumFAP4.29e-08-6.72e-020.0135
54621VSIG10A002-C-016HumanColorectumFAP4.92e-15-3.18e-010.0521
54621VSIG10A015-C-002HumanColorectumFAP1.43e-06-2.00e-01-0.0763
54621VSIG10A001-C-203HumanColorectumFAP5.15e-05-8.29e-02-0.0481
54621VSIG10A002-C-116HumanColorectumFAP1.11e-22-3.03e-01-0.0452
54621VSIG10A014-C-008HumanColorectumFAP4.24e-08-1.71e-01-0.191
54621VSIG10A018-E-020HumanColorectumFAP9.57e-12-1.47e-01-0.2034
54621VSIG10F034HumanColorectumFAP7.29e-12-2.70e-01-0.0665
54621VSIG10F072BHumanColorectumFAP1.51e-05-1.85e-010.257
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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
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
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
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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
VSIG10SNVMissense_Mutationnovelc.304A>Cp.Thr102Prop.T102PQ8N0Z9protein_codingdeleterious(0)probably_damaging(0.987)TCGA-BH-A0H3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
VSIG10SNVMissense_Mutationc.1355N>Cp.Asn452Thrp.N452TQ8N0Z9protein_codingtolerated(0.09)benign(0.01)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
VSIG10SNVMissense_Mutationnovelc.821N>Gp.Val274Glyp.V274GQ8N0Z9protein_codingdeleterious(0)probably_damaging(0.975)TCGA-E9-A1NF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
VSIG10SNVMissense_Mutationrs774654305c.737N>Ap.Arg246Hisp.R246HQ8N0Z9protein_codingtolerated(0.12)benign(0.012)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
VSIG10SNVMissense_Mutationrs754405924c.568N>Ap.Leu190Metp.L190MQ8N0Z9protein_codingtolerated(0.15)possibly_damaging(0.755)TCGA-A6-5660-01Colorectumcolon adenocarcinomaMale>=65III/IVAncillaryleucovorinSD
VSIG10SNVMissense_Mutationrs750908297c.364N>Ap.Gly122Serp.G122SQ8N0Z9protein_codingtolerated(0.07)probably_damaging(0.967)TCGA-A6-6651-01Colorectumcolon adenocarcinomaFemale<65III/IVAncillaryleucovorinSD
VSIG10SNVMissense_Mutationrs376013945c.1078N>Tp.Arg360Cysp.R360CQ8N0Z9protein_codingdeleterious(0)probably_damaging(0.918)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
VSIG10SNVMissense_Mutationrs371765006c.983C>Tp.Thr328Metp.T328MQ8N0Z9protein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
VSIG10SNVMissense_Mutationnovelc.1240N>Gp.Ile414Valp.I414VQ8N0Z9protein_codingtolerated(0.5)benign(0.091)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
VSIG10SNVMissense_Mutationrs774654305c.737G>Ap.Arg246Hisp.R246HQ8N0Z9protein_codingtolerated(0.12)benign(0.012)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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