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: ATP6V0C

Gene summary for ATP6V0C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATP6V0C

Gene ID

527

Gene nameATPase H+ transporting V0 subunit c
Gene AliasATP6C
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P27449


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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
527ATP6V0Csample1HumanCervixCC5.28e-257.92e-010.0959
527ATP6V0Csample3HumanCervixCC1.21e-941.01e+000.1387
527ATP6V0CH2HumanCervixHSIL_HPV3.01e-659.92e-010.0632
527ATP6V0CL1HumanCervixCC1.64e-136.70e-010.0802
527ATP6V0CT1HumanCervixCC2.85e-276.39e-010.0918
527ATP6V0CT2HumanCervixCC1.09e-248.84e-010.0709
527ATP6V0CT3HumanCervixCC7.82e-881.04e+000.1389
527ATP6V0CAEH-subject1HumanEndometriumAEH9.30e-537.89e-01-0.3059
527ATP6V0CAEH-subject2HumanEndometriumAEH1.12e-276.16e-01-0.2525
527ATP6V0CAEH-subject3HumanEndometriumAEH8.01e-325.75e-01-0.2576
527ATP6V0CAEH-subject4HumanEndometriumAEH1.79e-144.60e-01-0.2657
527ATP6V0CAEH-subject5HumanEndometriumAEH3.46e-254.21e-01-0.2953
527ATP6V0CEEC-subject1HumanEndometriumEEC1.05e-204.29e-01-0.2682
527ATP6V0CEEC-subject2HumanEndometriumEEC3.14e-305.08e-01-0.2607
527ATP6V0CEEC-subject3HumanEndometriumEEC1.43e-073.61e-01-0.2525
527ATP6V0CEEC-subject4HumanEndometriumEEC6.60e-305.88e-01-0.2571
527ATP6V0CEEC-subject5HumanEndometriumEEC3.55e-346.93e-01-0.249
527ATP6V0CLZE11DHumanEsophagusHGIN7.70e-054.64e-01-0.005
527ATP6V0CLZE2DHumanEsophagusHGIN6.44e-069.16e-010.0642
527ATP6V0CLZE2THumanEsophagusESCC3.55e-161.86e+000.082
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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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
∗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:004603410CervixCCATP metabolic process90/2311277/187237.90e-192.36e-1590
GO:00159858CervixCCenergy coupled proton transport, down electrochemical gradient16/231126/187234.33e-094.32e-0716
GO:00159868CervixCCATP synthesis coupled proton transport16/231126/187234.33e-094.32e-0716
GO:00160557CervixCCWnt signaling pathway98/2311444/187234.82e-094.65e-0798
GO:01987387CervixCCcell-cell signaling by wnt98/2311446/187236.16e-095.58e-0798
GO:00301117CervixCCregulation of Wnt signaling pathway76/2311328/187233.05e-082.08e-0676
GO:00091449CervixCCpurine nucleoside triphosphate metabolic process29/231188/187233.62e-071.45e-0529
GO:00092058CervixCCpurine ribonucleoside triphosphate metabolic process27/231182/187239.24e-073.25e-0527
GO:00091458CervixCCpurine nucleoside triphosphate biosynthetic process24/231169/187231.21e-064.15e-0524
GO:00091998CervixCCribonucleoside triphosphate metabolic process28/231189/187231.65e-065.44e-0528
GO:00067548CervixCCATP biosynthetic process21/231157/187231.91e-065.97e-0521
GO:00092068CervixCCpurine ribonucleoside triphosphate biosynthetic process23/231168/187233.47e-069.26e-0523
GO:00092018CervixCCribonucleoside triphosphate biosynthetic process24/231174/187234.95e-061.24e-0424
GO:00091419CervixCCnucleoside triphosphate metabolic process31/2311112/187239.38e-062.11e-0431
GO:19026009CervixCCproton transmembrane transport39/2311157/187231.23e-052.57e-0439
GO:00091428CervixCCnucleoside triphosphate biosynthetic process25/231185/187232.17e-053.89e-0425
GO:00162367CervixCCmacroautophagy58/2311291/187231.40e-041.70e-0358
GO:00105067CervixCCregulation of autophagy61/2311317/187232.61e-042.87e-0361
GO:00196939CervixCCribose phosphate metabolic process72/2311396/187234.49e-044.48e-0372
GO:00092599CervixCCribonucleotide metabolic process70/2311385/187235.35e-045.18e-0370
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414520CervixCCPhagosome47/1267152/84653.95e-074.26e-062.52e-0647
hsa051207CervixCCEpithelial cell signaling in Helicobacter pylori infection24/126770/84654.35e-053.09e-041.83e-0424
hsa051657CervixCCHuman papillomavirus infection74/1267331/84651.70e-041.02e-036.03e-0474
hsa0532314CervixCCRheumatoid arthritis27/126793/84653.64e-041.82e-031.07e-0327
hsa04145110CervixCCPhagosome47/1267152/84653.95e-074.26e-062.52e-0647
hsa0512014CervixCCEpithelial cell signaling in Helicobacter pylori infection24/126770/84654.35e-053.09e-041.83e-0424
hsa0516512CervixCCHuman papillomavirus infection74/1267331/84651.70e-041.02e-036.03e-0474
hsa0532315CervixCCRheumatoid arthritis27/126793/84653.64e-041.82e-031.07e-0327
hsa0414523CervixHSIL_HPVPhagosome27/459152/84653.58e-081.50e-061.21e-0627
hsa0019024CervixHSIL_HPVOxidative phosphorylation25/459134/84654.23e-081.55e-061.25e-0625
hsa0532322CervixHSIL_HPVRheumatoid arthritis16/45993/84653.41e-055.26e-044.25e-0416
hsa051522CervixHSIL_HPVTuberculosis19/459180/84653.99e-032.39e-021.93e-0219
hsa0414533CervixHSIL_HPVPhagosome27/459152/84653.58e-081.50e-061.21e-0627
hsa0019034CervixHSIL_HPVOxidative phosphorylation25/459134/84654.23e-081.55e-061.25e-0625
hsa0532332CervixHSIL_HPVRheumatoid arthritis16/45993/84653.41e-055.26e-044.25e-0416
hsa051523CervixHSIL_HPVTuberculosis19/459180/84653.99e-032.39e-021.93e-0219
hsa0019020EndometriumAEHOxidative phosphorylation69/1197134/84655.80e-253.14e-232.30e-2369
hsa0414524EndometriumAEHPhagosome41/1197152/84652.12e-052.22e-041.63e-0441
hsa0511018EndometriumAEHVibrio cholerae infection18/119750/84659.09e-058.69e-046.36e-0418
hsa0532316EndometriumAEHRheumatoid arthritis23/119793/84654.43e-032.46e-021.80e-0223
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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
ATP6V0CSNVMissense_Mutationnovelc.59N>Tp.Ser20Leup.S20LP27449protein_codingdeleterious(0.01)benign(0.005)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
ATP6V0CSNVMissense_Mutationnovelc.50N>Cp.Met17Thrp.M17TP27449protein_codingtolerated(0.07)benign(0.017)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ATP6V0CSNVMissense_Mutationc.181N>Gp.Met61Valp.M61VP27449protein_codingdeleterious(0)probably_damaging(0.973)TCGA-CM-5341-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfluorouracilSD
ATP6V0CSNVMissense_Mutationnovelc.337N>Ap.Val113Metp.V113MP27449protein_codingdeleterious(0.02)probably_damaging(0.969)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ATP6V0CSNVMissense_Mutationc.377N>Ap.Arg126Glnp.R126QP27449protein_codingdeleterious(0.03)benign(0.037)TCGA-BS-A0UM-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapyadriamycinSD
ATP6V0CSNVMissense_Mutationnovelc.397N>Ap.Leu133Metp.L133MP27449protein_codingdeleterious(0)possibly_damaging(0.816)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
ATP6V0CSNVMissense_Mutationnovelc.352G>Ap.Val118Metp.V118MP27449protein_codingdeleterious(0)probably_damaging(0.984)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ATP6V0CSNVMissense_Mutationc.196G>Ap.Ala66Thrp.A66TP27449protein_codingdeleterious(0.05)probably_damaging(0.957)TCGA-SJ-A6ZI-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ATP6V0CSNVMissense_Mutationnovelc.107A>Cp.Lys36Thrp.K36TP27449protein_codingdeleterious(0)benign(0.37)TCGA-G3-AAV6-01Liverliver hepatocellular carcinomaFemale<65III/IVUnknownUnknownPD
ATP6V0CSNVMissense_Mutationc.148N>Ap.Glu50Lysp.E50KP27449protein_codingdeleterious(0)possibly_damaging(0.672)TCGA-55-6712-01Lunglung adenocarcinomaMale>=65I/IIChemotherapycarboplatinPD
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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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