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: VPS53

Gene summary for VPS53

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VPS53

Gene ID

55275

Gene nameVPS53 subunit of GARP complex
Gene AliasHCCS1
Cytomap17p13.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

B3KS06


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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
55275VPS53CCI_1HumanCervixCC7.73e-057.96e-010.528
55275VPS53CCI_2HumanCervixCC1.57e-061.00e+000.5249
55275VPS53HTA11_3410_2000001011HumanColorectumAD6.09e-12-4.51e-010.0155
55275VPS53HTA11_3361_2000001011HumanColorectumAD2.22e-03-3.33e-01-0.1207
55275VPS53HTA11_5212_2000001011HumanColorectumAD4.93e-02-4.37e-01-0.2061
55275VPS53HTA11_866_3004761011HumanColorectumAD3.69e-02-2.34e-010.096
55275VPS53HTA11_99999971662_82457HumanColorectumMSS7.22e-07-3.80e-010.3859
55275VPS53HTA11_99999973899_84307HumanColorectumMSS1.71e-04-5.11e-010.2585
55275VPS53F007HumanColorectumFAP7.59e-05-2.78e-010.1176
55275VPS53A001-C-207HumanColorectumFAP1.40e-06-1.97e-010.1278
55275VPS53A015-C-203HumanColorectumFAP1.92e-25-4.19e-01-0.1294
55275VPS53A015-C-204HumanColorectumFAP5.70e-09-2.45e-01-0.0228
55275VPS53A014-C-040HumanColorectumFAP1.03e-06-3.21e-01-0.1184
55275VPS53A002-C-201HumanColorectumFAP1.51e-14-2.46e-010.0324
55275VPS53A002-C-203HumanColorectumFAP4.36e-04-1.81e-020.2786
55275VPS53A001-C-119HumanColorectumFAP1.70e-08-3.68e-01-0.1557
55275VPS53A001-C-108HumanColorectumFAP9.43e-16-1.24e-01-0.0272
55275VPS53A002-C-205HumanColorectumFAP4.36e-26-1.71e-01-0.1236
55275VPS53A015-C-005HumanColorectumFAP1.17e-03-7.65e-02-0.0336
55275VPS53A015-C-006HumanColorectumFAP1.75e-17-1.76e-01-0.0994
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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
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00070347CervixCCvacuolar transport34/2311157/187237.03e-046.40e-0334
GO:00164827CervixCCcytosolic transport33/2311168/187234.43e-032.70e-0233
GO:00070416CervixCClysosomal transport24/2311114/187235.81e-033.33e-0224
GO:0016197ColorectumADendosomal transport90/3918230/187231.88e-101.73e-0890
GO:0016482ColorectumADcytosolic transport68/3918168/187236.00e-093.72e-0768
GO:0098876ColorectumADvesicle-mediated transport to the plasma membrane57/3918136/187232.30e-081.27e-0657
GO:0007034ColorectumADvacuolar transport60/3918157/187234.97e-071.85e-0560
GO:0042147ColorectumADretrograde transport, endosome to Golgi37/391891/187231.46e-053.14e-0437
GO:0007041ColorectumADlysosomal transport42/3918114/187236.61e-051.07e-0342
GO:0032456ColorectumADendocytic recycling28/391873/187234.87e-045.30e-0328
GO:00988762ColorectumMSSvesicle-mediated transport to the plasma membrane54/3467136/187236.20e-093.95e-0754
GO:00161972ColorectumMSSendosomal transport79/3467230/187237.04e-094.39e-0779
GO:00164822ColorectumMSScytosolic transport59/3467168/187232.29e-079.79e-0659
GO:00070342ColorectumMSSvacuolar transport52/3467157/187238.25e-062.07e-0452
GO:00421471ColorectumMSSretrograde transport, endosome to Golgi33/346791/187234.78e-058.71e-0433
GO:00324561ColorectumMSSendocytic recycling26/346773/187234.05e-044.99e-0326
GO:00070411ColorectumMSSlysosomal transport36/3467114/187235.38e-046.04e-0336
GO:00988763ColorectumFAPvesicle-mediated transport to the plasma membrane42/2622136/187233.16e-071.78e-0542
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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
VPS53SNVMissense_Mutationc.1309N>Tp.Asp437Tyrp.D437YQ5VIR6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A0U3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
VPS53SNVMissense_Mutationnovelc.1405C>Ap.Pro469Thrp.P469TQ5VIR6protein_codingdeleterious(0)possibly_damaging(0.894)TCGA-AR-A24O-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
VPS53SNVMissense_Mutationnovelc.364N>Cp.Glu122Glnp.E122QQ5VIR6protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
VPS53SNVMissense_Mutationnovelc.2404N>Ap.Glu802Lysp.E802KQ5VIR6protein_codingtolerated(0.64)benign(0.117)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
VPS53SNVMissense_Mutationc.577N>Ap.Gly193Argp.G193RQ5VIR6protein_codingtolerated(0.17)possibly_damaging(0.446)TCGA-E9-A1RH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilSD
VPS53SNVMissense_Mutationc.1333N>Ap.Asp445Asnp.D445NQ5VIR6protein_codingtolerated(0.14)benign(0.167)TCGA-E9-A226-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
VPS53SNVMissense_Mutationnovelc.1860N>Ap.Met620Ilep.M620IQ5VIR6protein_codingdeleterious(0.03)possibly_damaging(0.58)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
VPS53SNVMissense_Mutationrs774768457c.7N>Cp.Glu3Glnp.E3QQ5VIR6protein_codingtolerated_low_confidence(0.13)benign(0.206)TCGA-VS-A8QH-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapygemcitabinePD
VPS53SNVMissense_Mutationrs759207499c.388N>Tp.Arg130Cysp.R130CQ5VIR6protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
VPS53SNVMissense_Mutationrs774347992c.2204N>Ap.Arg735Glnp.R735QQ5VIR6protein_codingdeleterious(0.03)benign(0.31)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=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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