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: VPS50

Gene summary for VPS50

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VPS50

Gene ID

55610

Gene nameVPS50 subunit of EARP/GARPII complex
Gene AliasCCDC132
Cytomap7q21.2-q21.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q96JG6


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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
55610VPS50CCI_1HumanCervixCC1.42e-066.32e-010.528
55610VPS50CCI_2HumanCervixCC1.33e-065.93e-010.5249
55610VPS50CCI_3HumanCervixCC7.97e-044.30e-010.516
55610VPS50LZE4THumanEsophagusESCC1.79e-041.83e-010.0811
55610VPS50LZE20THumanEsophagusESCC1.84e-031.56e-010.0662
55610VPS50LZE24THumanEsophagusESCC2.88e-082.13e-010.0596
55610VPS50P2T-EHumanEsophagusESCC3.32e-162.55e-010.1177
55610VPS50P4T-EHumanEsophagusESCC9.06e-051.77e-010.1323
55610VPS50P5T-EHumanEsophagusESCC3.97e-034.37e-020.1327
55610VPS50P8T-EHumanEsophagusESCC1.56e-101.71e-010.0889
55610VPS50P10T-EHumanEsophagusESCC3.05e-061.42e-010.116
55610VPS50P11T-EHumanEsophagusESCC1.52e-022.18e-010.1426
55610VPS50P12T-EHumanEsophagusESCC3.82e-162.60e-010.1122
55610VPS50P15T-EHumanEsophagusESCC2.44e-112.65e-010.1149
55610VPS50P16T-EHumanEsophagusESCC7.56e-265.08e-010.1153
55610VPS50P17T-EHumanEsophagusESCC2.49e-073.25e-010.1278
55610VPS50P20T-EHumanEsophagusESCC3.96e-183.87e-010.1124
55610VPS50P21T-EHumanEsophagusESCC9.85e-092.02e-010.1617
55610VPS50P22T-EHumanEsophagusESCC4.34e-121.04e-010.1236
55610VPS50P23T-EHumanEsophagusESCC1.49e-133.37e-010.108
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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
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
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:00988767CervixCCvesicle-mediated transport to the plasma membrane34/2311136/187233.75e-055.91e-0434
GO:00161977CervixCCendosomal transport48/2311230/187231.65e-041.97e-0348
GO:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:009887615EsophagusESCCvesicle-mediated transport to the plasma membrane99/8552136/187231.13e-103.39e-0999
GO:00324565EsophagusESCCendocytic recycling51/855273/187232.47e-052.10e-0451
GO:001619718ThyroidPTCendosomal transport128/5968230/187236.26e-143.52e-12128
GO:009887618ThyroidPTCvesicle-mediated transport to the plasma membrane74/5968136/187234.20e-089.08e-0774
GO:001619719ThyroidATCendosomal transport128/6293230/187234.44e-121.75e-10128
GO:009887619ThyroidATCvesicle-mediated transport to the plasma membrane77/6293136/187232.86e-085.43e-0777
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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
VPS50SNVMissense_Mutationc.2321N>Tp.Ser774Ilep.S774IQ96JG6protein_codingtolerated(0.27)possibly_damaging(0.505)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VPS50SNVMissense_Mutationnovelc.80A>Cp.Glu27Alap.E27AQ96JG6protein_codingtolerated(0.1)probably_damaging(0.956)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VPS50SNVMissense_Mutationc.1250N>Gp.Asp417Glyp.D417GQ96JG6protein_codingtolerated(0.31)probably_damaging(0.984)TCGA-EW-A1P4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
VPS50SNVMissense_Mutationnovelc.889N>Ap.Ala297Thrp.A297TQ96JG6protein_codingdeleterious(0.04)possibly_damaging(0.836)TCGA-EA-A5ZE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
VPS50SNVMissense_Mutationnovelc.844N>Gp.His282Aspp.H282DQ96JG6protein_codingdeleterious(0.01)possibly_damaging(0.87)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
VPS50SNVMissense_Mutationc.1220T>Gp.Phe407Cysp.F407CQ96JG6protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
VPS50SNVMissense_Mutationc.1137N>Tp.Lys379Asnp.K379NQ96JG6protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
VPS50SNVMissense_Mutationc.247N>Ap.Leu83Metp.L83MQ96JG6protein_codingtolerated(0.15)probably_damaging(0.998)TCGA-AA-3664-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
VPS50SNVMissense_Mutationc.115G>Ap.Glu39Lysp.E39KQ96JG6protein_codingtolerated(0.14)benign(0.003)TCGA-AA-3956-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
VPS50SNVMissense_Mutationc.1350N>Tp.Lys450Asnp.K450NQ96JG6protein_codingdeleterious(0.03)probably_damaging(0.966)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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