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: VSIG1

Gene summary for VSIG1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VSIG1

Gene ID

340547

Gene nameV-set and immunoglobulin domain containing 1
Gene Alias1700062D20Rik
CytomapXq22.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q86XK7


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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
340547VSIG1P94T-EHumanEsophagusESCC3.53e-111.47e+000.0879
340547VSIG1P104T-EHumanEsophagusESCC1.13e-241.57e+000.0931
340547VSIG1HCC2_MengHumanLiverHCC8.44e-415.20e-010.0107
340547VSIG1HCC1HumanLiverHCC8.19e-151.21e+000.5336
340547VSIG1HCC2HumanLiverHCC4.81e-131.99e+000.5341
340547VSIG1HCC5HumanLiverHCC3.41e-221.21e+000.4932
340547VSIG1S028HumanLiverHCC7.23e-033.98e-010.2503
340547VSIG1S029HumanLiverHCC1.29e-241.21e+000.2581
340547VSIG1Pat01-BHumanStomachGC9.11e-43-1.15e+000.5754
340547VSIG1Pat02-BHumanStomachGC1.87e-53-6.55e-010.0368
340547VSIG1Pat03-BHumanStomachGC1.35e-51-1.15e+000.3693
340547VSIG1Pat04-BHumanStomachGC8.72e-40-6.89e-01-0.1483
340547VSIG1Pat05-BHumanStomachGC3.69e-24-8.02e-01-0.0353
340547VSIG1Pat06-BHumanStomachGC4.69e-72-3.93e-01-0.1961
340547VSIG1Pat07-BHumanStomachGC6.72e-15-1.28e+000.0935
340547VSIG1Pat08-BHumanStomachGC8.15e-13-9.82e-010.0182
340547VSIG1Pat09-BHumanStomachGC2.18e-26-6.40e-01-0.0359
340547VSIG1Pat10-BHumanStomachGC6.72e-06-5.89e-010.084
340547VSIG1Pat11-BHumanStomachGC3.34e-34-4.19e-01-0.182
340547VSIG1Pat12-BHumanStomachGC3.00e-39-6.52e-010.0325
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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
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
∗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:000206420EsophagusESCCepithelial cell development136/8552220/187239.50e-071.21e-05136
GO:00033824EsophagusESCCepithelial cell morphogenesis22/855233/187231.22e-024.08e-0222
GO:000206422LiverHCCepithelial cell development114/7958220/187233.19e-031.47e-02114
GO:0007586StomachGCdigestion38/1159137/187231.80e-151.22e-1238
GO:00226006StomachGCdigestive system process30/1159104/187235.40e-132.10e-1030
GO:00018946StomachGCtissue homeostasis43/1159268/187238.25e-098.22e-0743
GO:00602496StomachGCanatomical structure homeostasis47/1159314/187231.62e-081.40e-0647
GO:00302776StomachGCmaintenance of gastrointestinal epithelium9/115922/187233.09e-061.27e-049
GO:00106696StomachGCepithelial structure maintenance10/115930/187237.63e-062.77e-0410
GO:00020646StomachGCepithelial cell development30/1159220/187233.92e-059.90e-0430
GO:0003382StomachGCepithelial cell morphogenesis8/115933/187237.27e-049.50e-038
GO:00075861StomachCAG with IMdigestion29/1050137/187234.42e-106.93e-0829
GO:000189411StomachCAG with IMtissue homeostasis42/1050268/187231.40e-091.74e-0742
GO:006024911StomachCAG with IManatomical structure homeostasis46/1050314/187232.18e-092.64e-0746
GO:002260011StomachCAG with IMdigestive system process22/1050104/187235.62e-084.16e-0622
GO:003027711StomachCAG with IMmaintenance of gastrointestinal epithelium9/105022/187231.36e-066.46e-059
GO:00106691StomachCAG with IMepithelial structure maintenance10/105030/187233.16e-061.28e-0410
GO:000206411StomachCAG with IMepithelial cell development29/1050220/187231.64e-055.16e-0429
GO:00033821StomachCAG with IMepithelial cell morphogenesis7/105033/187232.02e-032.10e-027
GO:000189421StomachCSGtissue homeostasis40/1034268/187239.33e-098.66e-0740
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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
VSIG1SNVMissense_Mutationc.391N>Tp.Asp131Tyrp.D131YQ86XK7protein_codingtolerated(0.07)possibly_damaging(0.793)TCGA-A2-A1FZ-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificArimidexSD
VSIG1SNVMissense_Mutationrs753742122c.155G>Ap.Arg52Glnp.R52QQ86XK7protein_codingtolerated(0.65)benign(0.035)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VSIG1SNVMissense_Mutationnovelc.911G>Tp.Arg304Ilep.R304IQ86XK7protein_codingdeleterious(0.01)possibly_damaging(0.497)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VSIG1SNVMissense_Mutationc.643N>Ap.Gly215Argp.G215RQ86XK7protein_codingtolerated(0.06)probably_damaging(0.984)TCGA-C8-A12L-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VSIG1SNVMissense_Mutationc.640G>Cp.Glu214Glnp.E214QQ86XK7protein_codingtolerated(0.19)benign(0.422)TCGA-E2-A1LB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
VSIG1insertionNonsense_Mutationnovelc.571_572insCCTCAGGACTGTTCCAGTGCTAACTCACCTGGGp.His191delinsProSerGlyLeuPheGlnCysTerLeuThrTrpAspp.H191delinsPSGLFQC*LTWDQ86XK7protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
VSIG1insertionFrame_Shift_Insnovelc.576_577insTGGAGATCAAAGGGGTTTTTAAATGTTCAAAAACTGGAGGGp.Ile193TrpfsTer43p.I193Wfs*43Q86XK7protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
VSIG1SNVMissense_Mutationc.1165N>Ap.Glu389Lysp.E389KQ86XK7protein_codingtolerated_low_confidence(0.08)benign(0.026)TCGA-C5-A2M2-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
VSIG1SNVMissense_Mutationc.552A>Cp.Gln184Hisp.Q184HQ86XK7protein_codingtolerated(0.28)possibly_damaging(0.505)TCGA-EK-A2RN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
VSIG1SNVMissense_Mutationc.1231N>Cp.Glu411Glnp.E411QQ86XK7protein_codingdeleterious_low_confidence(0.01)benign(0.031)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<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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