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: CEP170

Gene summary for CEP170

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP170

Gene ID

9859

Gene namecentrosomal protein 170
Gene AliasFAM68A
Cytomap1q43
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q5SW79


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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
9859CEP170LZE2THumanEsophagusESCC8.29e-046.43e-010.082
9859CEP170LZE4THumanEsophagusESCC2.65e-122.56e-010.0811
9859CEP170LZE7THumanEsophagusESCC1.69e-129.27e-010.0667
9859CEP170LZE8THumanEsophagusESCC3.94e-031.04e-010.067
9859CEP170LZE21D1HumanEsophagusHGIN3.33e-032.11e-010.0632
9859CEP170LZE22THumanEsophagusESCC1.01e-054.14e-010.068
9859CEP170LZE24THumanEsophagusESCC7.19e-152.65e-010.0596
9859CEP170P2T-EHumanEsophagusESCC1.06e-284.82e-010.1177
9859CEP170P4T-EHumanEsophagusESCC1.39e-132.82e-010.1323
9859CEP170P5T-EHumanEsophagusESCC3.97e-173.65e-010.1327
9859CEP170P8T-EHumanEsophagusESCC1.18e-061.46e-010.0889
9859CEP170P9T-EHumanEsophagusESCC9.19e-142.32e-010.1131
9859CEP170P10T-EHumanEsophagusESCC2.65e-193.44e-010.116
9859CEP170P11T-EHumanEsophagusESCC3.84e-104.86e-010.1426
9859CEP170P12T-EHumanEsophagusESCC3.08e-255.10e-010.1122
9859CEP170P15T-EHumanEsophagusESCC1.57e-163.87e-010.1149
9859CEP170P16T-EHumanEsophagusESCC6.79e-346.78e-010.1153
9859CEP170P17T-EHumanEsophagusESCC5.05e-042.92e-010.1278
9859CEP170P19T-EHumanEsophagusESCC6.94e-096.69e-010.1662
9859CEP170P20T-EHumanEsophagusESCC2.08e-113.00e-010.1124
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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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
CEP170SNVMissense_Mutationnovelc.2514N>Ap.Ser838Argp.S838RQ5SW79protein_codingdeleterious(0)probably_damaging(0.993)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
CEP170SNVMissense_Mutationc.1249N>Ap.Glu417Lysp.E417KQ5SW79protein_codingdeleterious(0.03)benign(0.034)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CEP170SNVMissense_Mutationnovelc.1733N>Gp.Ser578Cysp.S578CQ5SW79protein_codingtolerated(0.16)benign(0.003)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CEP170SNVMissense_Mutationc.1186C>Tp.Leu396Phep.L396FQ5SW79protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CEP170SNVMissense_Mutationnovelc.3454N>Gp.Gln1152Glup.Q1152EQ5SW79protein_codingdeleterious(0)probably_damaging(0.953)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
CEP170SNVMissense_Mutationc.986C>Gp.Pro329Argp.P329RQ5SW79protein_codingdeleterious(0.01)benign(0.347)TCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CEP170SNVMissense_Mutationnovelc.3943G>Ap.Glu1315Lysp.E1315KQ5SW79protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AN-A0FT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CEP170SNVMissense_Mutationc.3439N>Gp.Ile1147Valp.I1147VQ5SW79protein_codingdeleterious(0.01)probably_damaging(0.926)TCGA-AO-A124-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CEP170SNVMissense_Mutationnovelc.1672N>Ap.Glu558Lysp.E558KQ5SW79protein_codingtolerated(0.23)benign(0.035)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
CEP170SNVMissense_Mutationnovelc.4630N>Tp.Leu1544Phep.L1544FQ5SW79protein_codingdeleterious_low_confidence(0.05)benign(0.122)TCGA-B6-A0RN-01Breastbreast invasive carcinomaFemale<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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