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: VAMP2

Gene summary for VAMP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VAMP2

Gene ID

6844

Gene namevesicle associated membrane protein 2
Gene AliasNEDHAHM
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

F8WCA0


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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
6844VAMP2GSM4909281HumanBreastIDC1.05e-02-2.22e-010.21
6844VAMP2GSM4909282HumanBreastIDC5.23e-05-2.97e-01-0.0288
6844VAMP2GSM4909285HumanBreastIDC6.25e-10-3.86e-010.21
6844VAMP2GSM4909286HumanBreastIDC8.68e-04-1.76e-010.1081
6844VAMP2GSM4909287HumanBreastIDC9.85e-23-4.86e-010.2057
6844VAMP2GSM4909290HumanBreastIDC1.70e-11-4.22e-010.2096
6844VAMP2GSM4909291HumanBreastIDC7.38e-04-2.87e-010.1753
6844VAMP2GSM4909294HumanBreastIDC5.81e-17-4.32e-010.2022
6844VAMP2GSM4909296HumanBreastIDC5.76e-15-3.67e-010.1524
6844VAMP2GSM4909297HumanBreastIDC2.97e-15-1.23e-010.1517
6844VAMP2GSM4909301HumanBreastIDC3.64e-022.59e-010.1577
6844VAMP2GSM4909304HumanBreastIDC1.28e-05-3.39e-010.1636
6844VAMP2GSM4909305HumanBreastIDC3.89e-044.07e-010.0436
6844VAMP2GSM4909309HumanBreastIDC4.88e-021.04e-010.0483
6844VAMP2GSM4909311HumanBreastIDC7.88e-31-3.42e-010.1534
6844VAMP2GSM4909312HumanBreastIDC4.84e-12-1.12e-010.1552
6844VAMP2GSM4909313HumanBreastIDC5.43e-173.95e-010.0391
6844VAMP2GSM4909315HumanBreastIDC1.22e-12-4.17e-010.21
6844VAMP2GSM4909316HumanBreastIDC6.21e-09-4.33e-010.21
6844VAMP2GSM4909319HumanBreastIDC2.88e-40-3.15e-010.1563
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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
GO:00328691ColorectumSERcellular response to insulin stimulus51/2897203/187232.30e-043.96e-0351
GO:00988761ColorectumSERvesicle-mediated transport to the plasma membrane37/2897136/187233.08e-045.00e-0337
GO:00160501ColorectumSERvesicle organization69/2897300/187233.59e-045.61e-0369
GO:00097431ColorectumSERresponse to carbohydrate60/2897253/187233.66e-045.67e-0360
GO:00097491ColorectumSERresponse to glucose52/2897212/187233.75e-045.74e-0352
GO:00619511ColorectumSERestablishment of protein localization to plasma membrane20/289760/187234.60e-046.65e-0320
GO:00097461ColorectumSERresponse to hexose53/2897219/187234.69e-046.76e-0353
GO:00430011ColorectumSERGolgi to plasma membrane protein transport14/289740/187231.88e-031.90e-0214
GO:00068871ColorectumSERexocytosis75/2897352/187232.05e-032.03e-0275
GO:0032409ColorectumSERregulation of transporter activity65/2897310/187235.71e-034.19e-0265
GO:00171571ColorectumSERregulation of exocytosis45/2897202/187236.46e-034.63e-0245
GO:00726592ColorectumMSSprotein localization to plasma membrane113/3467284/187233.23e-171.55e-14113
GO:19907782ColorectumMSSprotein localization to cell periphery120/3467333/187232.02e-145.47e-12120
GO:19049512ColorectumMSSpositive regulation of establishment of protein localization110/3467319/187236.30e-129.83e-10110
GO:00512222ColorectumMSSpositive regulation of protein transport104/3467303/187233.23e-114.11e-09104
GO:00481932ColorectumMSSGolgi vesicle transport101/3467296/187239.09e-119.77e-09101
GO:00901502ColorectumMSSestablishment of protein localization to membrane90/3467260/187234.11e-103.49e-0890
GO:00988762ColorectumMSSvesicle-mediated transport to the plasma membrane54/3467136/187236.20e-093.95e-0754
GO:00903162ColorectumMSSpositive regulation of intracellular protein transport60/3467160/187231.18e-087.08e-0760
GO:00323882ColorectumMSSpositive regulation of intracellular transport70/3467202/187233.32e-081.82e-0670
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049704BreastIDCSalivary secretion18/86793/84655.69e-033.13e-022.34e-0218
hsa0497011BreastIDCSalivary secretion18/86793/84655.69e-033.13e-022.34e-0218
hsa04962ColorectumADVasopressin-regulated water reabsorption19/209244/84655.48e-032.48e-021.58e-0219
hsa049621ColorectumADVasopressin-regulated water reabsorption19/209244/84655.48e-032.48e-021.58e-0219
hsa049622ColorectumMSSVasopressin-regulated water reabsorption17/187544/84659.76e-033.55e-022.18e-0217
hsa049623ColorectumMSSVasopressin-regulated water reabsorption17/187544/84659.76e-033.55e-022.18e-0217
hsa049627EsophagusHGINVasopressin-regulated water reabsorption14/138344/84658.21e-034.71e-023.74e-0214
hsa0496214EsophagusHGINVasopressin-regulated water reabsorption14/138344/84658.21e-034.71e-023.74e-0214
hsa041305EsophagusESCCSNARE interactions in vesicular transport28/420533/84652.75e-051.32e-046.75e-0528
hsa0496223EsophagusESCCVasopressin-regulated water reabsorption33/420544/84655.27e-041.78e-039.13e-0433
hsa0413012EsophagusESCCSNARE interactions in vesicular transport28/420533/84652.75e-051.32e-046.75e-0528
hsa0496233EsophagusESCCVasopressin-regulated water reabsorption33/420544/84655.27e-041.78e-039.13e-0433
hsa04130LiverCirrhoticSNARE interactions in vesicular transport18/253033/84652.64e-031.10e-026.76e-0318
hsa041301LiverCirrhoticSNARE interactions in vesicular transport18/253033/84652.64e-031.10e-026.76e-0318
hsa041302LiverHCCSNARE interactions in vesicular transport25/402033/84658.78e-043.38e-031.88e-0325
hsa041303LiverHCCSNARE interactions in vesicular transport25/402033/84658.78e-043.38e-031.88e-0325
hsa041304Oral cavityOSCCSNARE interactions in vesicular transport28/370433/84651.31e-067.18e-063.66e-0628
hsa049626Oral cavityOSCCVasopressin-regulated water reabsorption29/370444/84652.47e-036.52e-033.32e-0329
hsa0413011Oral cavityOSCCSNARE interactions in vesicular transport28/370433/84651.31e-067.18e-063.66e-0628
hsa0496213Oral cavityOSCCVasopressin-regulated water reabsorption29/370444/84652.47e-036.52e-033.32e-0329
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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
VAMP2SNVMissense_Mutationc.175N>Ap.Asp59Asnp.D59Nprotein_codingdeleterious(0)probably_damaging(0.984)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
VAMP2SNVMissense_Mutationnovelc.96G>Tp.Arg32Serp.R32Sprotein_codingdeleterious(0)benign(0.248)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
VAMP2SNVMissense_Mutationnovelc.136N>Ap.Asp46Asnp.D46Nprotein_codingdeleterious(0.02)benign(0.135)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
VAMP2SNVMissense_Mutationnovelc.95N>Tp.Arg32Metp.R32Mprotein_codingdeleterious(0)possibly_damaging(0.746)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
VAMP2SNVMissense_Mutationnovelc.28N>Cp.Ala10Prop.A10Pprotein_codingtolerated_low_confidence(0.2)benign(0)TCGA-PG-A6IB-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
VAMP2insertionNonsense_Mutationnovelc.3_4insAAACTCTGTCTCTACTAAAAAAATACAAAATTAGCCGGGTp.Asp2LysfsTer6p.D2Kfs*6protein_codingTCGA-AX-A3FS-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
VAMP2insertionFrame_Shift_Insrs774244975c.35_36insCp.Ala13CysfsTer19p.A13Cfs*19protein_codingTCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
VAMP2insertionFrame_Shift_Insrs774244975c.35_36insCp.Ala13CysfsTer19p.A13Cfs*19protein_codingTCGA-VQ-A91K-01Stomachstomach adenocarcinomaMale>=65III/IVChemotherapyfluorouracilCR
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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
6844VAMP2DRUGGABLE GENOMEBOTULINUM TOXIN TYPE B
6844VAMP2DRUGGABLE GENOMEPMA17196367
6844VAMP2DRUGGABLE GENOMEINSULININSULIN7796801,9267469,9430681,8973549
6844VAMP2DRUGGABLE GENOMEinhibitorCHEMBL1201569BOTULINUM TOXIN TYPE B
6844VAMP2DRUGGABLE GENOMEBOTULINUM TOXIN TYPE B
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