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: VWA5A

Gene summary for VWA5A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VWA5A

Gene ID

4013

Gene namevon Willebrand factor A domain containing 5A
Gene AliasBCSC-1
Cytomap11q24.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A024R3H3


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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
4013VWA5AP2T-EHumanEsophagusESCC2.35e-04-3.10e-030.1177
4013VWA5AP4T-EHumanEsophagusESCC6.37e-067.86e-030.1323
4013VWA5AP5T-EHumanEsophagusESCC1.28e-02-5.15e-020.1327
4013VWA5AP8T-EHumanEsophagusESCC1.64e-065.22e-030.0889
4013VWA5AP9T-EHumanEsophagusESCC2.56e-033.46e-020.1131
4013VWA5AP10T-EHumanEsophagusESCC6.75e-03-4.89e-030.116
4013VWA5AP16T-EHumanEsophagusESCC1.32e-02-5.28e-020.1153
4013VWA5AP21T-EHumanEsophagusESCC9.90e-091.09e-010.1617
4013VWA5AP22T-EHumanEsophagusESCC4.57e-181.61e-010.1236
4013VWA5AP24T-EHumanEsophagusESCC1.88e-02-2.23e-020.1287
4013VWA5AP26T-EHumanEsophagusESCC4.08e-062.35e-010.1276
4013VWA5AP27T-EHumanEsophagusESCC6.28e-03-6.27e-020.1055
4013VWA5AP30T-EHumanEsophagusESCC5.23e-097.37e-010.137
4013VWA5AP32T-EHumanEsophagusESCC9.02e-05-1.64e-020.1666
4013VWA5AP36T-EHumanEsophagusESCC2.45e-031.04e-020.1187
4013VWA5AP37T-EHumanEsophagusESCC2.52e-087.16e-020.1371
4013VWA5AP40T-EHumanEsophagusESCC5.54e-037.50e-020.109
4013VWA5AP42T-EHumanEsophagusESCC8.19e-042.73e-020.1175
4013VWA5AP44T-EHumanEsophagusESCC2.49e-041.24e-010.1096
4013VWA5AP47T-EHumanEsophagusESCC8.87e-031.08e-010.1067
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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
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
∗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
VWA5ASNVMissense_Mutationrs763551541c.1886N>Ap.Arg629Glnp.R629QO00534protein_codingtolerated(0.6)benign(0.048)TCGA-A7-A5ZX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
VWA5ASNVMissense_Mutationc.1813N>Tp.His605Tyrp.H605YO00534protein_codingtolerated(0.45)benign(0.296)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
VWA5ASNVMissense_Mutationnovelc.581A>Gp.Lys194Argp.K194RO00534protein_codingtolerated(0.89)benign(0.015)TCGA-S3-AA14-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
VWA5AdeletionFrame_Shift_Delnovelc.2083delGp.Asp695IlefsTer2p.D695Ifs*2O00534protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
VWA5ASNVMissense_Mutationc.827C>Tp.Ser276Leup.S276LO00534protein_codingtolerated(0.06)benign(0.005)TCGA-Q1-A6DW-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
VWA5ASNVMissense_Mutationrs533874979c.340G>Tp.Val114Leup.V114LO00534protein_codingtolerated(0.1)possibly_damaging(0.856)TCGA-ZJ-A8QR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
VWA5ASNVMissense_Mutationrs771497215c.2018N>Ap.Ser673Asnp.S673NO00534protein_codingtolerated(0.48)benign(0.046)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
VWA5ASNVMissense_Mutationc.1294N>Tp.Gly432Cysp.G432CO00534protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
VWA5ASNVMissense_Mutationnovelc.374N>Cp.Val125Alap.V125AO00534protein_codingdeleterious(0)possibly_damaging(0.794)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
VWA5ASNVMissense_Mutationc.1114N>Tp.Pro372Serp.P372SO00534protein_codingdeleterious(0.01)probably_damaging(0.982)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=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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