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: CEP89

Gene summary for CEP89

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP89

Gene ID

84902

Gene namecentrosomal protein 89
Gene AliasCCDC123
Cytomap19q13.11
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q96ST8


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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
84902CEP89LZE4THumanEsophagusESCC3.60e-041.48e-010.0811
84902CEP89LZE7THumanEsophagusESCC1.74e-021.77e-010.0667
84902CEP89LZE24THumanEsophagusESCC3.48e-072.31e-010.0596
84902CEP89P1T-EHumanEsophagusESCC1.18e-073.44e-010.0875
84902CEP89P2T-EHumanEsophagusESCC4.57e-162.82e-010.1177
84902CEP89P4T-EHumanEsophagusESCC9.65e-112.13e-010.1323
84902CEP89P5T-EHumanEsophagusESCC4.96e-101.40e-010.1327
84902CEP89P8T-EHumanEsophagusESCC5.32e-203.54e-010.0889
84902CEP89P9T-EHumanEsophagusESCC6.11e-162.54e-010.1131
84902CEP89P10T-EHumanEsophagusESCC6.66e-193.49e-010.116
84902CEP89P11T-EHumanEsophagusESCC5.18e-083.08e-010.1426
84902CEP89P12T-EHumanEsophagusESCC7.52e-101.81e-010.1122
84902CEP89P15T-EHumanEsophagusESCC1.71e-122.87e-010.1149
84902CEP89P16T-EHumanEsophagusESCC3.98e-161.66e-010.1153
84902CEP89P17T-EHumanEsophagusESCC9.85e-103.75e-010.1278
84902CEP89P19T-EHumanEsophagusESCC1.45e-084.37e-010.1662
84902CEP89P20T-EHumanEsophagusESCC2.72e-122.19e-010.1124
84902CEP89P21T-EHumanEsophagusESCC1.82e-101.48e-010.1617
84902CEP89P22T-EHumanEsophagusESCC1.25e-182.74e-010.1236
84902CEP89P23T-EHumanEsophagusESCC3.87e-112.29e-010.108
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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
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: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
CEP89SNVMissense_Mutationc.1252N>Cp.Val418Leup.V418LQ96ST8protein_codingdeleterious(0.02)benign(0.009)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CEP89SNVMissense_Mutationc.169N>Gp.Leu57Valp.L57VQ96ST8protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CEP89SNVMissense_Mutationc.1837N>Ap.Glu613Lysp.E613KQ96ST8protein_codingdeleterious(0.02)benign(0.034)TCGA-A8-A081-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP89SNVMissense_Mutationnovelc.960N>Cp.Met320Ilep.M320IQ96ST8protein_codingdeleterious(0.04)possibly_damaging(0.592)TCGA-AC-A3BB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
CEP89SNVMissense_Mutationc.379N>Cp.Glu127Glnp.E127QQ96ST8protein_codingdeleterious(0.01)possibly_damaging(0.585)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
CEP89SNVMissense_Mutationrs759032645c.2335C>Tp.His779Tyrp.H779YQ96ST8protein_codingtolerated(1)benign(0)TCGA-FU-A3HY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CEP89SNVMissense_Mutationc.1137N>Cp.Glu379Aspp.E379DQ96ST8protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
CEP89SNVMissense_Mutationc.799N>Tp.Ala267Serp.A267SQ96ST8protein_codingtolerated(0.45)benign(0.073)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CEP89SNVMissense_Mutationrs537113854c.2278N>Ap.Val760Ilep.V760IQ96ST8protein_codingtolerated(1)benign(0)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
CEP89SNVMissense_Mutationc.307N>Gp.Pro103Alap.P103AQ96ST8protein_codingtolerated(0.1)benign(0.05)TCGA-AA-3666-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
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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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