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: CEP63

Gene summary for CEP63

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP63

Gene ID

80254

Gene namecentrosomal protein 63
Gene AliasSCKL6
Cytomap3q22.2
Gene Typeprotein-coding
GO ID

GO:0000075

UniProtAcc

Q96MT8


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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
80254CEP63LZE2THumanEsophagusESCC1.44e-037.95e-010.082
80254CEP63LZE4THumanEsophagusESCC1.43e-164.54e-010.0811
80254CEP63LZE7THumanEsophagusESCC4.30e-044.16e-010.0667
80254CEP63LZE8THumanEsophagusESCC9.81e-051.06e-010.067
80254CEP63LZE20THumanEsophagusESCC1.84e-021.69e-010.0662
80254CEP63LZE22THumanEsophagusESCC1.13e-033.80e-010.068
80254CEP63LZE24THumanEsophagusESCC6.10e-203.60e-010.0596
80254CEP63LZE6THumanEsophagusESCC6.47e-031.43e-010.0845
80254CEP63P1T-EHumanEsophagusESCC3.28e-105.24e-010.0875
80254CEP63P2T-EHumanEsophagusESCC3.40e-731.11e+000.1177
80254CEP63P4T-EHumanEsophagusESCC1.45e-338.58e-010.1323
80254CEP63P5T-EHumanEsophagusESCC1.97e-244.89e-010.1327
80254CEP63P8T-EHumanEsophagusESCC3.57e-264.51e-010.0889
80254CEP63P9T-EHumanEsophagusESCC1.44e-093.30e-010.1131
80254CEP63P10T-EHumanEsophagusESCC9.79e-347.09e-010.116
80254CEP63P11T-EHumanEsophagusESCC3.22e-032.88e-010.1426
80254CEP63P12T-EHumanEsophagusESCC3.50e-305.60e-010.1122
80254CEP63P15T-EHumanEsophagusESCC1.43e-224.96e-010.1149
80254CEP63P16T-EHumanEsophagusESCC8.96e-426.55e-010.1153
80254CEP63P17T-EHumanEsophagusESCC1.10e-073.26e-010.1278
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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:000705114EsophagusESCCspindle organization134/8552184/187235.70e-142.87e-12134
GO:190198713EsophagusESCCregulation of cell cycle phase transition242/8552390/187233.86e-111.26e-09242
GO:00457865EsophagusESCCnegative regulation of cell cycle236/8552385/187233.62e-109.93e-09236
GO:00000754EsophagusESCCcell cycle checkpoint117/8552169/187234.47e-101.17e-08117
GO:004277014EsophagusESCCsignal transduction in response to DNA damage117/8552172/187232.38e-095.32e-08117
GO:00512256EsophagusESCCspindle assembly85/8552117/187232.72e-095.98e-0885
GO:00109484EsophagusESCCnegative regulation of cell cycle process177/8552294/187233.26e-074.59e-06177
GO:00315705EsophagusESCCDNA integrity checkpoint83/8552123/187238.17e-071.06e-0583
GO:00000775EsophagusESCCDNA damage checkpoint78/8552115/187231.27e-061.56e-0578
GO:19019883EsophagusESCCnegative regulation of cell cycle phase transition151/8552249/187231.28e-061.57e-05151
GO:00070982EsophagusESCCcentrosome cycle85/8552130/187234.41e-064.69e-0585
GO:00310233EsophagusESCCmicrotubule organizing center organization92/8552143/187235.04e-065.31e-0592
GO:000705111LiverHCCspindle organization116/7958184/187231.40e-083.40e-07116
GO:005122511LiverHCCspindle assembly75/7958117/187231.92e-062.67e-0575
GO:19019871LiverHCCregulation of cell cycle phase transition211/7958390/187232.11e-062.89e-05211
GO:00427702LiverHCCsignal transduction in response to DNA damage103/7958172/187233.05e-064.04e-05103
GO:00000751LiverHCCcell cycle checkpoint100/7958169/187238.75e-061.02e-04100
GO:0045786LiverHCCnegative regulation of cell cycle204/7958385/187231.84e-051.99e-04204
GO:00000771LiverHCCDNA damage checkpoint68/7958115/187232.33e-041.77e-0368
GO:0031023LiverHCCmicrotubule organizing center organization82/7958143/187232.38e-041.79e-0382
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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
CEP63SNVMissense_Mutationc.1735N>Ap.His579Asnp.H579NQ96MT8protein_codingtolerated(0.32)benign(0.035)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CEP63SNVMissense_Mutationrs369310177c.2039N>Ap.Arg680Hisp.R680HQ96MT8protein_codingtolerated(0.06)probably_damaging(0.992)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP63SNVMissense_Mutationnovelc.1034N>Gp.Leu345Argp.L345RQ96MT8protein_codingtolerated(0.4)probably_damaging(0.919)TCGA-AR-A2LO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CEP63SNVMissense_Mutationc.660N>Gp.Ile220Metp.I220MQ96MT8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A1FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CEP63SNVMissense_Mutationnovelc.1438G>Ap.Val480Metp.V480MQ96MT8protein_codingdeleterious(0.01)probably_damaging(0.963)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CEP63SNVMissense_Mutationnovelc.89A>Tp.Lys30Ilep.K30IQ96MT8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EK-A2RM-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CEP63SNVMissense_Mutationnovelc.940N>Cp.Glu314Glnp.E314QQ96MT8protein_codingdeleterious(0.02)benign(0.134)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CEP63SNVMissense_Mutationc.303N>Tp.Lys101Asnp.K101NQ96MT8protein_codingdeleterious(0.05)benign(0.156)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CEP63SNVMissense_Mutationrs765915059c.169C>Tp.Arg57Cysp.R57CQ96MT8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CEP63SNVMissense_Mutationnovelc.961N>Cp.Tyr321Hisp.Y321HQ96MT8protein_codingtolerated(0.38)benign(0.001)TCGA-AA-3877-01Colorectumcolon 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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