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: CEP131

Gene summary for CEP131

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP131

Gene ID

22994

Gene namecentrosomal protein 131
Gene AliasAZ1
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9UPN4


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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
22994CEP131LZE7THumanEsophagusESCC2.42e-052.04e-010.0667
22994CEP131LZE24THumanEsophagusESCC2.97e-132.82e-010.0596
22994CEP131P2T-EHumanEsophagusESCC5.36e-121.88e-010.1177
22994CEP131P4T-EHumanEsophagusESCC1.80e-026.38e-020.1323
22994CEP131P5T-EHumanEsophagusESCC1.11e-026.38e-020.1327
22994CEP131P8T-EHumanEsophagusESCC1.97e-151.19e-010.0889
22994CEP131P10T-EHumanEsophagusESCC1.50e-071.30e-010.116
22994CEP131P11T-EHumanEsophagusESCC4.27e-094.31e-010.1426
22994CEP131P12T-EHumanEsophagusESCC1.73e-131.72e-010.1122
22994CEP131P15T-EHumanEsophagusESCC1.95e-041.02e-010.1149
22994CEP131P16T-EHumanEsophagusESCC3.40e-061.51e-010.1153
22994CEP131P17T-EHumanEsophagusESCC5.33e-062.29e-010.1278
22994CEP131P20T-EHumanEsophagusESCC2.34e-214.89e-010.1124
22994CEP131P21T-EHumanEsophagusESCC5.40e-181.56e-010.1617
22994CEP131P22T-EHumanEsophagusESCC5.58e-081.27e-010.1236
22994CEP131P23T-EHumanEsophagusESCC2.44e-031.32e-010.108
22994CEP131P24T-EHumanEsophagusESCC2.36e-141.60e-010.1287
22994CEP131P26T-EHumanEsophagusESCC9.23e-121.33e-010.1276
22994CEP131P27T-EHumanEsophagusESCC1.35e-171.48e-010.1055
22994CEP131P28T-EHumanEsophagusESCC8.66e-081.61e-010.1149
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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
∗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:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:0033157110EsophagusESCCregulation of intracellular protein transport169/8552229/187233.31e-183.23e-16169
GO:0032388110EsophagusESCCpositive regulation of intracellular transport152/8552202/187237.89e-187.36e-16152
GO:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:009031617EsophagusESCCpositive regulation of intracellular protein transport122/8552160/187232.45e-151.49e-13122
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:003070518EsophagusESCCcytoskeleton-dependent intracellular transport133/8552195/187231.48e-104.27e-09133
GO:001097013EsophagusESCCtransport along microtubule107/8552155/187233.17e-096.80e-08107
GO:003150314EsophagusESCCprotein-containing complex localization139/8552220/187231.14e-071.85e-06139
GO:00726985EsophagusESCCprotein localization to microtubule cytoskeleton43/855254/187233.28e-074.61e-0643
GO:00443804EsophagusESCCprotein localization to cytoskeleton45/855258/187236.89e-078.99e-0645
GO:00070982EsophagusESCCcentrosome cycle85/8552130/187234.41e-064.69e-0585
GO:00310233EsophagusESCCmicrotubule organizing center organization92/8552143/187235.04e-065.31e-0592
GO:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:19055086EsophagusESCCprotein localization to microtubule organizing center28/855235/187233.40e-052.78e-0428
GO:00715396EsophagusESCCprotein localization to centrosome26/855233/187231.06e-047.43e-0426
GO:00328864EsophagusESCCregulation of microtubule-based process134/8552240/187239.44e-044.80e-03134
GO:19055153EsophagusESCCnon-motile cilium assembly39/855261/187233.08e-031.28e-0239
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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
CEP131SNVMissense_Mutationc.2028G>Cp.Glu676Aspp.E676DQ9UPN4protein_codingtolerated(0.05)possibly_damaging(0.547)TCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
CEP131SNVMissense_Mutationrs573786538c.1673N>Tp.Ala558Valp.A558VQ9UPN4protein_codingtolerated(0.26)benign(0.011)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP131SNVMissense_Mutationnovelc.2723N>Gp.Glu908Glyp.E908GQ9UPN4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1XO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CEP131SNVMissense_Mutationc.2048N>Cp.Leu683Serp.L683SQ9UPN4protein_codingdeleterious(0)benign(0.044)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP131SNVMissense_Mutationnovelc.2723N>Gp.Glu908Glyp.E908GQ9UPN4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A1LB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CEP131SNVMissense_Mutationnovelc.1213N>Ap.Gly405Serp.G405SQ9UPN4protein_codingtolerated(0.24)benign(0.027)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
CEP131insertionFrame_Shift_Insnovelc.153_154insGp.Ser52GlufsTer23p.S52Efs*23Q9UPN4protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CEP131insertionNonsense_Mutationnovelc.152_153insAGATTTGCTCGAACCCAGGAGGCAGAGGTTGCGGTGAGCp.Gly51_Ser52insAspLeuLeuGluProArgArgGlnArgLeuArgTerAlap.G51_S52insDLLEPRRQRLR*AQ9UPN4protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CEP131deletionFrame_Shift_Delnovelc.696delNp.Asn232LysfsTer25p.N232Kfs*25Q9UPN4protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CEP131deletionFrame_Shift_Delnovelc.244delGp.Val82SerfsTer18p.V82Sfs*18Q9UPN4protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
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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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