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: VPS37C

Gene summary for VPS37C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VPS37C

Gene ID

55048

Gene nameVPS37C subunit of ESCRT-I
Gene AliasVPS37C
Cytomap11q12.2
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

A5D8V6


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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
55048VPS37CLZE4THumanEsophagusESCC1.12e-021.19e-010.0811
55048VPS37CLZE24THumanEsophagusESCC2.37e-215.70e-010.0596
55048VPS37CP1T-EHumanEsophagusESCC2.74e-021.41e-010.0875
55048VPS37CP2T-EHumanEsophagusESCC4.08e-091.56e-010.1177
55048VPS37CP4T-EHumanEsophagusESCC4.20e-061.86e-010.1323
55048VPS37CP5T-EHumanEsophagusESCC2.15e-101.22e-010.1327
55048VPS37CP8T-EHumanEsophagusESCC1.45e-174.35e-010.0889
55048VPS37CP9T-EHumanEsophagusESCC1.26e-021.12e-010.1131
55048VPS37CP10T-EHumanEsophagusESCC5.83e-131.13e-010.116
55048VPS37CP11T-EHumanEsophagusESCC6.39e-103.59e-010.1426
55048VPS37CP12T-EHumanEsophagusESCC1.16e-202.48e-010.1122
55048VPS37CP15T-EHumanEsophagusESCC4.08e-142.09e-010.1149
55048VPS37CP16T-EHumanEsophagusESCC1.28e-091.48e-010.1153
55048VPS37CP17T-EHumanEsophagusESCC1.73e-083.30e-010.1278
55048VPS37CP19T-EHumanEsophagusESCC1.78e-084.75e-010.1662
55048VPS37CP20T-EHumanEsophagusESCC9.12e-062.48e-010.1124
55048VPS37CP21T-EHumanEsophagusESCC1.53e-182.60e-010.1617
55048VPS37CP22T-EHumanEsophagusESCC3.81e-034.61e-020.1236
55048VPS37CP23T-EHumanEsophagusESCC7.46e-163.26e-010.108
55048VPS37CP24T-EHumanEsophagusESCC3.57e-081.61e-010.1287
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0016032111EsophagusESCCviral process301/8552415/187233.34e-291.32e-26301
GO:001623617EsophagusESCCmacroautophagy216/8552291/187231.94e-234.57e-21216
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:0019058111EsophagusESCCviral life cycle226/8552317/187231.17e-201.76e-18226
GO:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
GO:000703417EsophagusESCCvacuolar transport119/8552157/187231.16e-146.30e-13119
GO:003625714EsophagusESCCmultivesicular body organization30/855231/187231.04e-092.50e-0830
GO:003625814EsophagusESCCmultivesicular body assembly29/855230/187232.21e-094.99e-0829
GO:00726659EsophagusESCCprotein localization to vacuole52/855267/187239.14e-081.52e-0652
GO:000703214EsophagusESCCendosome organization61/855282/187231.13e-071.85e-0661
GO:001906815EsophagusESCCvirion assembly31/855235/187231.40e-072.25e-0631
GO:003970214EsophagusESCCviral budding via host ESCRT complex20/855221/187231.83e-062.15e-0520
GO:00066238EsophagusESCCprotein targeting to vacuole31/855237/187231.95e-062.26e-0531
GO:004675514EsophagusESCCviral budding23/855226/187236.82e-066.90e-0523
GO:00726668EsophagusESCCestablishment of protein localization to vacuole37/855249/187232.05e-051.78e-0437
GO:00066124EsophagusESCCprotein targeting to membrane83/8552131/187233.31e-052.73e-0483
GO:00431623EsophagusESCCubiquitin-dependent protein catabolic process via the multivesicular body sorting pathway19/855223/187233.12e-041.85e-0319
GO:007259418Oral cavityOSCCestablishment of protein localization to organelle284/7305422/187231.50e-321.35e-29284
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0414428Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
hsa0414436Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
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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
VPS37CSNVMissense_Mutationc.842N>Cp.Gly281Alap.G281AA5D8V6protein_codingtolerated(0.2)benign(0)TCGA-AR-A1AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VPS37CSNVMissense_Mutationnovelc.319N>Ap.Glu107Lysp.E107KA5D8V6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
VPS37CSNVMissense_Mutationnovelc.304N>Ap.Asp102Asnp.D102NA5D8V6protein_codingtolerated(0.46)benign(0.409)TCGA-C5-A7CK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
VPS37CSNVMissense_Mutationnovelc.493N>Ap.Glu165Lysp.E165KA5D8V6protein_codingtolerated(0.15)probably_damaging(0.914)TCGA-VS-A8EI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
VPS37CSNVMissense_Mutationc.824C>Tp.Thr275Ilep.T275IA5D8V6protein_codingdeleterious(0.02)benign(0)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
VPS37CSNVMissense_Mutationnovelc.838N>Cp.Ser280Prop.S280PA5D8V6protein_codingtolerated(0.16)benign(0.424)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
VPS37CSNVMissense_Mutationrs746228096c.20A>Cp.Lys7Thrp.K7TA5D8V6protein_codingtolerated(0.05)possibly_damaging(0.812)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
VPS37CSNVMissense_Mutationc.812N>Ap.Gly271Aspp.G271DA5D8V6protein_codingdeleterious(0)possibly_damaging(0.567)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
VPS37CSNVMissense_Mutationc.473N>Ap.Arg158Lysp.R158KA5D8V6protein_codingtolerated(0.17)benign(0.005)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
VPS37CSNVMissense_Mutationnovelc.409N>Cp.Ser137Prop.S137PA5D8V6protein_codingtolerated(0.17)benign(0.406)TCGA-G4-6588-01Colorectumcolon 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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