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: CEP126

Gene summary for CEP126

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP126

Gene ID

57562

Gene namecentrosomal protein 126
Gene AliasKIAA1377
Cytomap11q22.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q9P2H0


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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
57562CEP126LZE24THumanEsophagusESCC5.27e-063.42e-010.0596
57562CEP126P2T-EHumanEsophagusESCC1.02e-041.74e-010.1177
57562CEP126P4T-EHumanEsophagusESCC3.08e-049.68e-020.1323
57562CEP126P8T-EHumanEsophagusESCC6.69e-244.21e-010.0889
57562CEP126P10T-EHumanEsophagusESCC6.32e-048.16e-020.116
57562CEP126P15T-EHumanEsophagusESCC8.19e-082.06e-010.1149
57562CEP126P22T-EHumanEsophagusESCC2.17e-034.45e-020.1236
57562CEP126P26T-EHumanEsophagusESCC7.92e-082.02e-010.1276
57562CEP126P61T-EHumanEsophagusESCC1.71e-037.92e-020.099
57562CEP126P62T-EHumanEsophagusESCC3.43e-082.15e-010.1302
57562CEP126P74T-EHumanEsophagusESCC6.79e-072.48e-010.1479
57562CEP126P75T-EHumanEsophagusESCC8.76e-041.19e-010.1125
57562CEP126P76T-EHumanEsophagusESCC1.63e-112.65e-010.1207
57562CEP126P80T-EHumanEsophagusESCC3.86e-062.21e-010.155
57562CEP126P82T-EHumanEsophagusESCC2.54e-053.51e-010.1072
57562CEP126P89T-EHumanEsophagusESCC1.32e-022.29e-010.1752
57562CEP126P107T-EHumanEsophagusESCC9.45e-337.62e-010.171
57562CEP126P130T-EHumanEsophagusESCC3.21e-235.31e-010.1676
57562CEP126HCC1_MengHumanLiverHCC1.13e-04-2.15e-020.0246
57562CEP126HCC2_MengHumanLiverHCC1.63e-058.62e-020.0107
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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
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:190285015EsophagusESCCmicrotubule cytoskeleton organization involved in mitosis116/8552147/187231.25e-169.91e-15116
GO:000705214EsophagusESCCmitotic spindle organization97/8552120/187232.17e-151.33e-1397
GO:000705114EsophagusESCCspindle organization134/8552184/187235.70e-142.87e-12134
GO:00311227EsophagusESCCcytoplasmic microtubule organization38/855256/187236.60e-043.50e-0338
GO:19055153EsophagusESCCnon-motile cilium assembly39/855261/187233.08e-031.28e-0239
GO:000705111LiverHCCspindle organization116/7958184/187231.40e-083.40e-07116
GO:000705211LiverHCCmitotic spindle organization80/7958120/187237.43e-081.50e-0680
GO:190285011LiverHCCmicrotubule cytoskeleton organization involved in mitosis93/7958147/187232.91e-075.09e-0693
GO:00311222LiverHCCcytoplasmic microtubule organization35/795856/187232.00e-031.01e-0235
GO:000705116ThyroidPTCspindle organization92/5968184/187232.21e-073.92e-0692
GO:19028509ThyroidPTCmicrotubule cytoskeleton organization involved in mitosis76/5968147/187234.49e-077.38e-0676
GO:000705216ThyroidPTCmitotic spindle organization64/5968120/187238.69e-071.32e-0564
GO:00311229ThyroidPTCcytoplasmic microtubule organization34/596856/187238.20e-069.42e-0534
GO:190285017ThyroidATCmicrotubule cytoskeleton organization involved in mitosis95/6293147/187231.29e-147.62e-1395
GO:000705222ThyroidATCmitotic spindle organization80/6293120/187231.27e-136.46e-1280
GO:000705122ThyroidATCspindle organization109/6293184/187237.99e-133.46e-11109
GO:003112215ThyroidATCcytoplasmic microtubule organization34/629356/187232.92e-052.45e-0434
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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
CEP126SNVMissense_Mutationc.1640N>Gp.Ser547Cysp.S547CQ9P2H0protein_codingtolerated(0.17)benign(0.067)TCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CEP126SNVMissense_Mutationc.673N>Ap.Leu225Ilep.L225IQ9P2H0protein_codingdeleterious(0.01)possibly_damaging(0.603)TCGA-A8-A06U-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP126SNVMissense_Mutationc.1314N>Tp.Glu438Aspp.E438DQ9P2H0protein_codingtolerated(0.24)benign(0.022)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP126SNVMissense_Mutationnovelc.1555N>Cp.Ser519Prop.S519PQ9P2H0protein_codingtolerated(0.1)benign(0.315)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP126SNVMissense_Mutationc.2078N>Ap.Ser693Tyrp.S693YQ9P2H0protein_codingtolerated(0.73)benign(0.029)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP126SNVMissense_Mutationnovelc.2595N>Gp.Cys865Trpp.C865WQ9P2H0protein_codingdeleterious(0.02)possibly_damaging(0.689)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP126SNVMissense_Mutationnovelc.3266N>Tp.Lys1089Ilep.K1089IQ9P2H0protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP126SNVMissense_Mutationc.499N>Cp.Asn167Hisp.N167HQ9P2H0protein_codingdeleterious(0.02)benign(0.152)TCGA-AO-A12F-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapypaclitaxelSD
CEP126SNVMissense_Mutationnovelc.1217N>Tp.Arg406Ilep.R406IQ9P2H0protein_codingdeleterious(0.01)possibly_damaging(0.718)TCGA-BH-A0DL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
CEP126SNVMissense_Mutationnovelc.1870N>Gp.Pro624Alap.P624AQ9P2H0protein_codingtolerated(0.21)benign(0.121)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
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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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