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: VPS33A

Gene summary for VPS33A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VPS33A

Gene ID

65082

Gene nameVPS33A core subunit of CORVET and HOPS complexes
Gene AliasMPSPS
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q96AX1


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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
65082VPS33AC04HumanOral cavityOSCC1.95e-063.52e-010.2633
65082VPS33AC21HumanOral cavityOSCC3.08e-163.66e-010.2678
65082VPS33AC30HumanOral cavityOSCC9.54e-125.27e-010.3055
65082VPS33AC38HumanOral cavityOSCC2.48e-023.96e-010.172
65082VPS33AC43HumanOral cavityOSCC1.75e-031.44e-010.1704
65082VPS33AC46HumanOral cavityOSCC7.93e-082.45e-010.1673
65082VPS33AC08HumanOral cavityOSCC3.22e-082.32e-010.1919
65082VPS33ALN22HumanOral cavityOSCC2.53e-023.38e-010.1733
65082VPS33ALN46HumanOral cavityOSCC4.56e-031.78e-010.1666
65082VPS33ALP15HumanOral cavityLP1.60e-035.77e-010.2174
65082VPS33ASYSMH2HumanOral cavityOSCC2.18e-041.76e-010.2326
65082VPS33ASYSMH3HumanOral cavityOSCC3.30e-092.21e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:002241119Oral cavityOSCCcellular component disassembly283/7305443/187239.57e-273.37e-24283
GO:001623610Oral cavityOSCCmacroautophagy192/7305291/187237.01e-211.14e-18192
GO:00070335Oral cavityOSCCvacuole organization115/7305180/187231.11e-114.00e-10115
GO:003009920Oral cavityOSCCmyeloid cell differentiation213/7305381/187231.24e-114.42e-10213
GO:000703410Oral cavityOSCCvacuolar transport103/7305157/187231.25e-114.44e-10103
GO:003298410Oral cavityOSCCprotein-containing complex disassembly136/7305224/187233.42e-111.13e-09136
GO:00516489Oral cavityOSCCvesicle localization105/7305177/187233.30e-086.30e-07105
GO:00070402Oral cavityOSCClysosome organization51/730574/187231.77e-072.87e-0651
GO:00801712Oral cavityOSCClytic vacuole organization51/730574/187231.77e-072.87e-0651
GO:00070418Oral cavityOSCClysosomal transport69/7305114/187232.62e-063.26e-0569
GO:00973522Oral cavityOSCCautophagosome maturation28/730540/187237.00e-055.60e-0428
GO:00357512Oral cavityOSCCregulation of lysosomal lumen pH14/730516/187239.15e-056.93e-0414
GO:0033059Oral cavityOSCCcellular pigmentation33/730553/187235.11e-042.98e-0333
GO:00083332Oral cavityOSCCendosome to lysosome transport33/730555/187231.30e-036.46e-0333
GO:001623615Oral cavityLPmacroautophagy135/4623291/187234.71e-166.70e-14135
GO:0022411110Oral cavityLPcellular component disassembly173/4623443/187239.97e-127.44e-10173
GO:000703415Oral cavityLPvacuolar transport74/4623157/187237.85e-103.70e-0874
GO:000703313Oral cavityLPvacuole organization79/4623180/187231.26e-084.74e-0779
GO:000704114Oral cavityLPlysosomal transport49/4623114/187231.38e-052.45e-0449
GO:0030099110Oral cavityLPmyeloid cell differentiation130/4623381/187231.94e-053.27e-04130
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513230Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa05132114Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa05132210Oral cavityLPSalmonella infection128/2418249/84651.17e-142.79e-131.80e-13128
hsa0513238Oral cavityLPSalmonella infection128/2418249/84651.17e-142.79e-131.80e-13128
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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
VPS33ASNVMissense_Mutationnovelc.1543C>Gp.Leu515Valp.L515VQ96AX1protein_codingtolerated(0.08)probably_damaging(0.982)TCGA-A7-A6VW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
VPS33ASNVMissense_Mutationc.1777G>Cp.Glu593Glnp.E593QQ96AX1protein_codingdeleterious(0.01)possibly_damaging(0.638)TCGA-AO-A12D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
VPS33ASNVMissense_Mutationc.1241N>Gp.Ser414Cysp.S414CQ96AX1protein_codingtolerated(0.4)benign(0.092)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
VPS33ASNVMissense_Mutationrs777018517c.1411N>Tp.Arg471Cysp.R471CQ96AX1protein_codingdeleterious(0)probably_damaging(0.94)TCGA-D8-A1Y3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
VPS33AinsertionFrame_Shift_Insnovelc.1390_1391insTACTTGGGGGGCTGAGGp.Pro464LeufsTer87p.P464Lfs*87Q96AX1protein_codingTCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
VPS33AinsertionNonsense_Mutationnovelc.1416_1417insAGGTAGCTCTAAGTCTCTGTATCTATAGGGTTTp.Leu472_Trp473insArgTerLeuTerValSerValSerIleGlyPhep.L472_W473insR*L*VSVSIGFQ96AX1protein_codingTCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
VPS33AinsertionNonsense_Mutationnovelc.922_923insCCTAAGAGGAAGCCATCTGTACTACAAATAAAGAATp.Gly308delinsAlaTerGluGluAlaIleCysThrThrAsnLysGluCysp.G308delinsA*EEAICTTNKECQ96AX1protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
VPS33AinsertionNonsense_Mutationnovelc.1441-1_1441insTAAGAACTCGAATCGGATTATTCCCTGAGGGATAGCAGCTTTCAp.Asn481Terp.N481*Q96AX1protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
VPS33AdeletionFrame_Shift_Delc.1376delNp.Gly459AlafsTer86p.G459Afs*86Q96AX1protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VPS33ASNVMissense_Mutationrs150571876c.563N>Tp.Thr188Metp.T188MQ96AX1protein_codingtolerated(0.09)possibly_damaging(0.726)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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