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: CENPV

Gene summary for CENPV

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CENPV

Gene ID

201161

Gene namecentromere protein V
Gene Alias3110013H01Rik
Cytomap17p11.2
Gene Typeprotein-coding
GO ID

GO:0000910

UniProtAcc

Q7Z7K6


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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
201161CENPVLZE7THumanEsophagusESCC3.90e-021.60e-010.0667
201161CENPVLZE24THumanEsophagusESCC8.28e-184.62e-010.0596
201161CENPVP1T-EHumanEsophagusESCC2.44e-062.60e-010.0875
201161CENPVP2T-EHumanEsophagusESCC1.85e-531.03e+000.1177
201161CENPVP4T-EHumanEsophagusESCC1.07e-481.08e+000.1323
201161CENPVP5T-EHumanEsophagusESCC1.53e-193.59e-010.1327
201161CENPVP8T-EHumanEsophagusESCC1.11e-244.82e-010.0889
201161CENPVP9T-EHumanEsophagusESCC1.34e-082.04e-010.1131
201161CENPVP10T-EHumanEsophagusESCC1.00e-244.53e-010.116
201161CENPVP11T-EHumanEsophagusESCC6.08e-062.63e-010.1426
201161CENPVP12T-EHumanEsophagusESCC2.06e-581.01e+000.1122
201161CENPVP15T-EHumanEsophagusESCC5.37e-051.63e-010.1149
201161CENPVP16T-EHumanEsophagusESCC6.76e-781.41e+000.1153
201161CENPVP17T-EHumanEsophagusESCC1.49e-021.24e-010.1278
201161CENPVP19T-EHumanEsophagusESCC7.48e-032.33e-010.1662
201161CENPVP21T-EHumanEsophagusESCC6.62e-204.27e-010.1617
201161CENPVP22T-EHumanEsophagusESCC1.79e-701.09e+000.1236
201161CENPVP23T-EHumanEsophagusESCC1.96e-174.20e-010.108
201161CENPVP24T-EHumanEsophagusESCC3.75e-038.88e-020.1287
201161CENPVP26T-EHumanEsophagusESCC2.81e-254.79e-010.1276
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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
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
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
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:003304416EsophagusESCCregulation of chromosome organization145/8552187/187233.80e-194.31e-17145
GO:004578710EsophagusESCCpositive regulation of cell cycle196/8552313/187239.27e-102.24e-08196
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00900689EsophagusESCCpositive regulation of cell cycle process142/8552236/187234.79e-065.08e-05142
GO:00345081EsophagusESCCcentromere complex assembly25/855230/187232.45e-052.09e-0425
GO:00324653EsophagusESCCregulation of cytokinesis57/855292/187231.20e-035.88e-0357
GO:000166720EsophagusESCCameboidal-type cell migration250/8552475/187231.22e-035.97e-03250
GO:00708281EsophagusESCCheterochromatin organization31/855246/187232.42e-031.06e-0231
GO:0031055EsophagusESCCchromatin remodeling at centromere9/855210/187235.09e-031.92e-029
GO:00513025EsophagusESCCregulation of cell division97/8552177/187238.93e-033.12e-0297
GO:003304411LiverCirrhoticregulation of chromosome organization74/4634187/187235.00e-068.18e-0574
GO:00009105LiverCirrhoticcytokinesis62/4634173/187237.13e-045.33e-0362
GO:000166712LiverCirrhoticameboidal-type cell migration145/4634475/187232.23e-031.36e-02145
GO:00457874LiverCirrhoticpositive regulation of cell cycle97/4634313/187236.88e-033.38e-0297
GO:003304421LiverHCCregulation of chromosome organization125/7958187/187231.35e-115.40e-10125
GO:004578711LiverHCCpositive regulation of cell cycle172/7958313/187235.29e-066.58e-05172
GO:000091011LiverHCCcytokinesis100/7958173/187233.38e-053.39e-04100
GO:00900683LiverHCCpositive regulation of cell cycle process125/7958236/187237.21e-044.40e-03125
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
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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
CENPVSNVMissense_Mutationrs778078087c.652N>Ap.Val218Ilep.V218IQ7Z7K6protein_codingtolerated(0.27)possibly_damaging(0.464)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CENPVSNVMissense_Mutationc.563N>Ap.Arg188Hisp.R188HQ7Z7K6protein_codingtolerated(0.11)benign(0.224)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CENPVSNVMissense_Mutationc.589C>Tp.His197Tyrp.H197YQ7Z7K6protein_codingtolerated(0.33)benign(0.005)TCGA-CM-5864-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CENPVSNVMissense_Mutationc.494N>Gp.His165Argp.H165RQ7Z7K6protein_codingtolerated(0.25)benign(0.031)TCGA-F4-6805-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyxelodaCR
CENPVSNVMissense_Mutationnovelc.758N>Tp.Gly253Valp.G253VQ7Z7K6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CENPVSNVMissense_Mutationnovelc.420N>Tp.Gln140Hisp.Q140HQ7Z7K6protein_codingdeleterious(0.01)probably_damaging(0.93)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CENPVSNVMissense_Mutationc.509A>Gp.Asn170Serp.N170SQ7Z7K6protein_codingtolerated(0.16)possibly_damaging(0.833)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
CENPVSNVMissense_Mutationnovelc.481N>Ap.Ser161Thrp.S161TQ7Z7K6protein_codingtolerated(0.16)benign(0.171)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
CENPVSNVMissense_Mutationrs747169529c.605C>Tp.Thr202Metp.T202MQ7Z7K6protein_codingdeleterious(0)probably_damaging(0.988)TCGA-EY-A1GU-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CENPVSNVMissense_Mutationnovelc.668N>Tp.Thr223Ilep.T223IQ7Z7K6protein_codingtolerated(0.18)benign(0.031)TCGA-EY-A215-01Endometriumuterine corpus endometrioid carcinomaFemale<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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