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: VSNL1

Gene summary for VSNL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VSNL1

Gene ID

7447

Gene namevisinin like 1
Gene AliasHLP3
Cytomap2p24.2
Gene Typeprotein-coding
GO ID

GO:0001678

UniProtAcc

P62760


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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
7447VSNL1CA_HPV_1HumanCervixCC3.83e-04-1.30e-010.0264
7447VSNL1CA_HPV_3HumanCervixCC3.90e-224.60e-010.0414
7447VSNL1CCI_1HumanCervixCC4.90e-047.02e-010.528
7447VSNL1CCI_2HumanCervixCC1.95e-121.35e+000.5249
7447VSNL1CCI_3HumanCervixCC5.12e-067.47e-010.516
7447VSNL1TumorHumanCervixCC3.88e-295.96e-010.1241
7447VSNL1sample3HumanCervixCC3.78e-224.91e-010.1387
7447VSNL1H2HumanCervixHSIL_HPV4.00e-05-1.41e-010.0632
7447VSNL1T3HumanCervixCC3.83e-265.46e-010.1389
7447VSNL1LZE2THumanEsophagusESCC9.97e-059.94e-010.082
7447VSNL1LZE4THumanEsophagusESCC6.30e-093.78e-010.0811
7447VSNL1LZE7THumanEsophagusESCC5.27e-087.12e-010.0667
7447VSNL1LZE8THumanEsophagusESCC1.94e-088.66e-020.067
7447VSNL1P2T-EHumanEsophagusESCC2.01e-248.33e-010.1177
7447VSNL1P4T-EHumanEsophagusESCC7.66e-521.32e+000.1323
7447VSNL1P5T-EHumanEsophagusESCC1.47e-329.51e-010.1327
7447VSNL1P9T-EHumanEsophagusESCC7.52e-236.91e-010.1131
7447VSNL1P10T-EHumanEsophagusESCC9.86e-621.29e+000.116
7447VSNL1P11T-EHumanEsophagusESCC1.14e-139.87e-010.1426
7447VSNL1P12T-EHumanEsophagusESCC2.53e-105.52e-010.1122
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00512243Oral cavityOSCCnegative regulation of protein transport70/7305127/187231.65e-041.14e-0370
GO:003428420Oral cavityOSCCresponse to monosaccharide114/7305225/187232.37e-041.54e-03114
GO:007133316Oral cavityOSCCcellular response to glucose stimulus79/7305151/187235.97e-043.39e-0379
GO:000974619Oral cavityOSCCresponse to hexose109/7305219/187237.41e-044.05e-03109
GO:000167816Oral cavityOSCCcellular glucose homeostasis88/7305172/187237.74e-044.22e-0388
GO:007133116Oral cavityOSCCcellular response to hexose stimulus79/7305153/187239.92e-045.17e-0379
GO:000930610Oral cavityOSCCprotein secretion169/7305359/187231.04e-035.34e-03169
GO:000974917Oral cavityOSCCresponse to glucose105/7305212/187231.13e-035.78e-03105
GO:004259316Oral cavityOSCCglucose homeostasis125/7305258/187231.21e-036.08e-03125
GO:003559210Oral cavityOSCCestablishment of protein localization to extracellular region169/7305360/187231.21e-036.08e-03169
GO:007132616Oral cavityOSCCcellular response to monosaccharide stimulus79/7305154/187231.27e-036.33e-0379
GO:00716929Oral cavityOSCCprotein localization to extracellular region172/7305368/187231.40e-036.79e-03172
GO:003350016Oral cavityOSCCcarbohydrate homeostasis125/7305259/187231.44e-036.97e-03125
GO:00611788Oral cavityOSCCregulation of insulin secretion involved in cellular response to glucose stimulus37/730564/187231.76e-038.31e-0337
GO:007132217Oral cavityOSCCcellular response to carbohydrate stimulus82/7305163/187232.14e-039.81e-0382
GO:005071414Oral cavityOSCCpositive regulation of protein secretion70/7305137/187232.64e-031.16e-0270
GO:00507089Oral cavityOSCCregulation of protein secretion126/7305268/187234.41e-031.79e-02126
GO:00357736Oral cavityOSCCinsulin secretion involved in cellular response to glucose stimulus40/730573/187234.45e-031.79e-0240
GO:00466761Oral cavityOSCCnegative regulation of insulin secretion22/730538/187231.41e-024.66e-0222
GO:00357744Oral cavityOSCCpositive regulation of insulin secretion involved in cellular response to glucose stimulus21/730536/187231.46e-024.76e-0221
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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
VSNL1SNVMissense_Mutationnovelc.355N>Ap.Val119Metp.V119MP62760protein_codingdeleterious(0.04)benign(0.01)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
VSNL1SNVMissense_Mutationc.103N>Ap.Leu35Ilep.L35IP62760protein_codingtolerated(0.24)benign(0.033)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
VSNL1SNVMissense_Mutationc.550N>Ap.Leu184Ilep.L184IP62760protein_codingtolerated(0.42)benign(0.38)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
VSNL1SNVMissense_Mutationnovelc.254N>Cp.Phe85Serp.F85SP62760protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
VSNL1SNVMissense_Mutationnovelc.29C>Ap.Pro10Hisp.P10HP62760protein_codingdeleterious(0.01)probably_damaging(0.988)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
VSNL1SNVMissense_Mutationnovelc.72N>Cp.Glu24Aspp.E24DP62760protein_codingtolerated(0.31)benign(0.007)TCGA-EY-A1GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
VSNL1SNVMissense_Mutationc.531N>Ap.Ser177Argp.S177RP62760protein_codingtolerated(0.48)benign(0.019)TCGA-44-2656-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownPD
VSNL1SNVMissense_Mutationnovelc.490N>Ap.Asp164Asnp.D164NP62760protein_codingtolerated(0.07)benign(0.034)TCGA-64-5781-01Lunglung adenocarcinomaFemale<65I/IIChemotherapycisplatinPD
VSNL1SNVMissense_Mutationnovelc.448N>Gp.Arg150Glyp.R150GP62760protein_codingdeleterious(0)probably_damaging(0.998)TCGA-78-7161-01Lunglung adenocarcinomaFemale>=65I/IIChemotherapycisplatinPD
VSNL1SNVMissense_Mutationnovelc.500N>Ap.Thr167Lysp.T167KP62760protein_codingdeleterious(0.03)benign(0.116)TCGA-86-8279-01Lunglung adenocarcinomaMale<65I/IIChemotherapyetoposideCR
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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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