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
7447VSNL1P15T-EHumanEsophagusESCC1.23e-154.86e-010.1149
7447VSNL1P16T-EHumanEsophagusESCC5.02e-101.07e-010.1153
7447VSNL1P17T-EHumanEsophagusESCC6.74e-054.89e-010.1278
7447VSNL1P19T-EHumanEsophagusESCC2.10e-036.89e-010.1662
7447VSNL1P20T-EHumanEsophagusESCC3.45e-411.07e+000.1124
7447VSNL1P21T-EHumanEsophagusESCC8.76e-349.16e-010.1617
7447VSNL1P22T-EHumanEsophagusESCC3.40e-195.08e-010.1236
7447VSNL1P23T-EHumanEsophagusESCC1.54e-042.57e-010.108
7447VSNL1P24T-EHumanEsophagusESCC4.20e-021.08e-010.1287
7447VSNL1P26T-EHumanEsophagusESCC2.60e-521.22e+000.1276
7447VSNL1P27T-EHumanEsophagusESCC6.78e-391.07e+000.1055
7447VSNL1P28T-EHumanEsophagusESCC8.75e-812.25e+000.1149
7447VSNL1P30T-EHumanEsophagusESCC3.81e-351.71e+000.137
7447VSNL1P31T-EHumanEsophagusESCC2.10e-601.31e+000.1251
7447VSNL1P32T-EHumanEsophagusESCC1.88e-145.54e-010.1666
7447VSNL1P36T-EHumanEsophagusESCC2.77e-055.56e-010.1187
7447VSNL1P37T-EHumanEsophagusESCC1.14e-195.71e-010.1371
7447VSNL1P40T-EHumanEsophagusESCC3.58e-103.86e-010.109
7447VSNL1P42T-EHumanEsophagusESCC7.77e-257.24e-010.1175
7447VSNL1P44T-EHumanEsophagusESCC2.52e-146.95e-010.1096
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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:005122210CervixCCpositive regulation of protein transport72/2311303/187232.36e-081.70e-0672
GO:190495110CervixCCpositive regulation of establishment of protein localization73/2311319/187239.69e-085.25e-0673
GO:000974310CervixCCresponse to carbohydrate53/2311253/187237.02e-059.85e-0453
GO:003428410CervixCCresponse to monosaccharide48/2311225/187239.48e-051.25e-0348
GO:000974610CervixCCresponse to hexose45/2311219/187233.73e-043.86e-0345
GO:00425939CervixCCglucose homeostasis50/2311258/187237.57e-046.76e-0350
GO:00335009CervixCCcarbohydrate homeostasis50/2311259/187238.28e-047.22e-0350
GO:00016788CervixCCcellular glucose homeostasis36/2311172/187239.65e-048.09e-0336
GO:00097499CervixCCresponse to glucose42/2311212/187231.23e-039.87e-0342
GO:00507148CervixCCpositive regulation of protein secretion29/2311137/187232.40e-031.70e-0229
GO:00713229CervixCCcellular response to carbohydrate stimulus33/2311163/187232.71e-031.85e-0233
GO:00713338CervixCCcellular response to glucose stimulus31/2311151/187232.86e-031.91e-0231
GO:00171574CervixCCregulation of exocytosis39/2311202/187232.90e-031.93e-0239
GO:00713318CervixCCcellular response to hexose stimulus31/2311153/187233.53e-032.27e-0231
GO:00713268CervixCCcellular response to monosaccharide stimulus31/2311154/187233.90e-032.46e-0231
GO:00611785CervixCCregulation of insulin secretion involved in cellular response to glucose stimulus16/231164/187234.05e-032.52e-0216
GO:00320245CervixCCpositive regulation of insulin secretion18/231178/187235.94e-033.40e-0218
GO:00357734CervixCCinsulin secretion involved in cellular response to glucose stimulus17/231173/187236.71e-033.70e-0217
GO:00068873CervixCCexocytosis59/2311352/187238.74e-034.48e-0259
GO:00158337CervixCCpeptide transport46/2311264/187239.69e-034.78e-0246
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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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