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: CEP83

Gene summary for CEP83

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP83

Gene ID

51134

Gene namecentrosomal protein 83
Gene AliasCCDC41
Cytomap12q22
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

J3KNW7


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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
51134CEP83P80T-EHumanEsophagusESCC2.15e-185.25e-010.155
51134CEP83P82T-EHumanEsophagusESCC1.12e-032.64e-010.1072
51134CEP83P83T-EHumanEsophagusESCC3.44e-205.31e-010.1738
51134CEP83P84T-EHumanEsophagusESCC5.50e-032.54e-010.0933
51134CEP83P89T-EHumanEsophagusESCC5.44e-034.46e-010.1752
51134CEP83P91T-EHumanEsophagusESCC4.55e-128.30e-010.1828
51134CEP83P107T-EHumanEsophagusESCC4.96e-234.91e-010.171
51134CEP83P126T-EHumanEsophagusESCC5.19e-033.31e-010.1125
51134CEP83P127T-EHumanEsophagusESCC1.25e-101.29e-010.0826
51134CEP83P128T-EHumanEsophagusESCC1.07e-186.33e-010.1241
51134CEP83P130T-EHumanEsophagusESCC1.13e-265.39e-010.1676
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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
∗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:00516567CervixCCestablishment of organelle localization76/2311390/187233.17e-055.21e-0476
GO:00618425CervixCCmicrotubule organizing center localization11/231133/187231.42e-031.11e-0211
GO:00516425CervixCCcentrosome localization10/231132/187233.96e-032.48e-0210
GO:00516606CervixCCestablishment of centrosome localization5/231110/187234.20e-032.58e-025
GO:0051656ColorectumADestablishment of organelle localization131/3918390/187233.00e-092.06e-07131
GO:0071539ColorectumADprotein localization to centrosome16/391833/187233.86e-044.41e-0316
GO:0022406ColorectumADmembrane docking31/391886/187238.67e-048.45e-0331
GO:1905508ColorectumADprotein localization to microtubule organizing center16/391835/187238.76e-048.51e-0316
GO:0051660ColorectumADestablishment of centrosome localization7/391810/187231.15e-031.04e-027
GO:0140056ColorectumADorganelle localization by membrane tethering28/391877/187231.29e-031.14e-0228
GO:00516562ColorectumMSSestablishment of organelle localization115/3467390/187237.30e-083.67e-06115
GO:00715391ColorectumMSSprotein localization to centrosome16/346733/187238.66e-051.40e-0316
GO:19055081ColorectumMSSprotein localization to microtubule organizing center16/346735/187232.07e-042.89e-0316
GO:00516601ColorectumMSSestablishment of centrosome localization7/346710/187235.26e-045.99e-037
GO:00224062ColorectumMSSmembrane docking28/346786/187231.27e-031.21e-0228
GO:01400562ColorectumMSSorganelle localization by membrane tethering25/346777/187232.34e-031.91e-0225
GO:0044380ColorectumMSSprotein localization to cytoskeleton19/346758/187236.69e-034.38e-0219
GO:0072698ColorectumMSSprotein localization to microtubule cytoskeleton18/346754/187236.70e-034.38e-0218
GO:00516563ColorectumFAPestablishment of organelle localization97/2622390/187235.91e-099.48e-0797
GO:00715392ColorectumFAPprotein localization to centrosome14/262233/187236.39e-051.23e-0314
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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
CEP83SNVMissense_Mutationc.688N>Cp.Glu230Glnp.E230Qprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CEP83SNVMissense_Mutationnovelc.1894N>Ap.Leu632Ilep.L632Iprotein_codingtolerated(0.17)possibly_damaging(0.872)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP83SNVMissense_Mutationnovelc.472N>Gp.Leu158Valp.L158Vprotein_codingdeleterious(0.04)benign(0.216)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
CEP83SNVMissense_Mutationnovelc.878N>Gp.Phe293Cysp.F293Cprotein_codingtolerated(0.18)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CEP83SNVMissense_Mutationnovelc.1248N>Ap.Asp416Glup.D416Eprotein_codingtolerated(0.42)benign(0.017)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CEP83SNVMissense_Mutationc.1393A>Gp.Lys465Glup.K465Eprotein_codingdeleterious(0)possibly_damaging(0.492)TCGA-FU-A3NI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CEP83SNVMissense_Mutationnovelc.1790N>Tp.Thr597Ilep.T597Iprotein_codingtolerated(0.63)benign(0.073)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
CEP83SNVMissense_Mutationc.1244N>Tp.His415Leup.H415Lprotein_codingdeleterious(0.02)benign(0.096)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
CEP83SNVMissense_Mutationc.1944C>Ap.Ser648Argp.S648Rprotein_codingdeleterious(0.05)possibly_damaging(0.642)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CEP83SNVMissense_Mutationc.1115A>Gp.Lys372Argp.K372Rprotein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-AZ-6598-01Colorectumcolon 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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