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: VWA3B

Gene summary for VWA3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VWA3B

Gene ID

200403

Gene namevon Willebrand factor A domain containing 3B
Gene AliasSCAR22
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

B7Z3D8


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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
200403VWA3BHTA11_347_2000001011HumanColorectumAD1.98e-051.79e-01-0.1954
200403VWA3BHTA11_4255_2000001011HumanColorectumSER1.84e-022.68e-010.0446
200403VWA3BHTA11_7663_2000001011HumanColorectumSER7.03e-064.87e-010.0131
200403VWA3BHTA11_7696_3000711011HumanColorectumAD1.24e-082.12e-010.0674
200403VWA3BHTA11_6818_2000001011HumanColorectumAD5.80e-219.77e-010.0112
200403VWA3BHTA11_7469_2000001011HumanColorectumAD1.90e-055.19e-01-0.0124
200403VWA3BHTA11_11156_2000001011HumanColorectumAD6.40e-034.52e-010.0397
200403VWA3BHTA11_6818_2000001021HumanColorectumAD9.49e-196.36e-010.0588
200403VWA3BHTA11_99999971662_82457HumanColorectumMSS1.02e-103.93e-010.3859
200403VWA3BHTA11_99999974143_84620HumanColorectumMSS1.40e-194.41e-010.3005
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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
∗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
VWA3BSNVMissense_Mutationc.1941N>Cp.Glu647Aspp.E647DQ502W6protein_codingtolerated(0.09)benign(0.022)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
VWA3BSNVMissense_Mutationnovelc.898N>Cp.Glu300Glnp.E300QQ502W6protein_codingtolerated(0.14)benign(0.337)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
VWA3BSNVMissense_Mutationc.989N>Ap.Gly330Glup.G330EQ502W6protein_codingtolerated(0.05)possibly_damaging(0.706)TCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
VWA3BSNVMissense_Mutationc.1892C>Ap.Thr631Asnp.T631NQ502W6protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AN-A0FW-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
VWA3BSNVMissense_Mutationc.3260C>Gp.Ala1087Glyp.A1087GQ502W6protein_codingdeleterious(0.01)possibly_damaging(0.815)TCGA-AN-A0XN-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
VWA3BSNVMissense_Mutationc.3575C>Tp.Ala1192Valp.A1192VQ502W6protein_codingtolerated_low_confidence(0.62)benign(0)TCGA-AR-A24R-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
VWA3BSNVMissense_Mutationnovelc.553N>Cp.Glu185Glnp.E185QQ502W6protein_codingtolerated(0.24)possibly_damaging(0.811)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
VWA3BSNVMissense_Mutationc.30C>Gp.Ile10Metp.I10MQ502W6protein_codingdeleterious_low_confidence(0.01)benign(0.293)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
VWA3BSNVMissense_Mutationrs371022741c.3245N>Tp.Thr1082Metp.T1082MQ502W6protein_codingtolerated(0.15)benign(0.003)TCGA-S3-AA14-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
VWA3BinsertionFrame_Shift_Insnovelc.2595_2596insATCAACATTTp.Ser866IlefsTer25p.S866Ifs*25Q502W6protein_codingTCGA-A8-A07I-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
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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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