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: CEP192

Gene summary for CEP192

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP192

Gene ID

55125

Gene namecentrosomal protein 192
Gene AliasPPP1R62
Cytomap18p11.21
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q8TEP8


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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
55125CEP192CCI_1HumanCervixCC6.67e-068.55e-010.528
55125CEP192CCI_2HumanCervixCC2.08e-066.69e-010.5249
55125CEP192CCI_3HumanCervixCC1.40e-109.59e-010.516
55125CEP192HTA11_3410_2000001011HumanColorectumAD6.68e-09-5.28e-010.0155
55125CEP192HTA11_866_3004761011HumanColorectumAD5.13e-04-4.37e-010.096
55125CEP192HTA11_7696_3000711011HumanColorectumAD3.31e-02-3.62e-010.0674
55125CEP192HTA11_99999971662_82457HumanColorectumMSS1.09e-03-4.03e-010.3859
55125CEP192HTA11_99999973899_84307HumanColorectumMSS2.06e-02-5.47e-010.2585
55125CEP192HTA11_99999974143_84620HumanColorectumMSS3.16e-13-5.33e-010.3005
55125CEP192A015-C-203HumanColorectumFAP1.75e-24-3.23e-01-0.1294
55125CEP192A015-C-204HumanColorectumFAP4.38e-03-1.96e-01-0.0228
55125CEP192A002-C-201HumanColorectumFAP6.29e-10-1.55e-010.0324
55125CEP192A001-C-119HumanColorectumFAP4.13e-05-3.04e-01-0.1557
55125CEP192A001-C-108HumanColorectumFAP1.53e-13-1.21e-01-0.0272
55125CEP192A002-C-205HumanColorectumFAP9.76e-15-2.35e-01-0.1236
55125CEP192A001-C-104HumanColorectumFAP1.63e-03-2.94e-020.0184
55125CEP192A015-C-005HumanColorectumFAP1.97e-02-1.23e-01-0.0336
55125CEP192A015-C-006HumanColorectumFAP4.96e-10-2.33e-01-0.0994
55125CEP192A015-C-106HumanColorectumFAP3.41e-07-1.42e-01-0.0511
55125CEP192A002-C-114HumanColorectumFAP2.34e-13-3.22e-01-0.1561
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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
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:005125810CervixCCprotein polymerization70/2311297/187235.20e-083.11e-0670
GO:00467853CervixCCmicrotubule polymerization19/231183/187235.25e-033.08e-0219
GO:01400143CervixCCmitotic nuclear division50/2311287/187237.27e-033.91e-0250
GO:00482851CervixCCorganelle fission78/2311488/187239.70e-034.79e-0278
GO:0051258ColorectumADprotein polymerization112/3918297/187231.85e-112.27e-09112
GO:0071539ColorectumADprotein localization to centrosome16/391833/187233.86e-044.41e-0316
GO:0007051ColorectumADspindle organization58/3918184/187234.71e-045.20e-0358
GO:1902850ColorectumADmicrotubule cytoskeleton organization involved in mitosis48/3918147/187235.87e-046.21e-0348
GO:1905508ColorectumADprotein localization to microtubule organizing center16/391835/187238.76e-048.51e-0316
GO:0090307ColorectumADmitotic spindle assembly25/391865/187239.12e-048.71e-0325
GO:0007052ColorectumADmitotic spindle organization40/3918120/187231.03e-039.61e-0340
GO:0051225ColorectumADspindle assembly37/3918117/187234.32e-032.96e-0237
GO:0140014ColorectumADmitotic nuclear division78/3918287/187236.48e-034.05e-0278
GO:00512582ColorectumMSSprotein polymerization97/3467297/187232.98e-092.07e-0797
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:00070511ColorectumMSSspindle organization53/3467184/187234.23e-045.19e-0353
GO:19028501ColorectumMSSmicrotubule cytoskeleton organization involved in mitosis44/3467147/187235.17e-045.98e-0344
GO:00070521ColorectumMSSmitotic spindle organization36/3467120/187231.52e-031.39e-0236
GO:00903071ColorectumMSSmitotic spindle assembly22/346765/187232.33e-031.90e-0222
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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
CEP192SNVMissense_Mutationrs773584017c.3906N>Tp.Glu1302Aspp.E1302DQ8TEP8protein_codingtolerated(0.43)benign(0.034)TCGA-A7-A3IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CEP192SNVMissense_Mutationc.7438N>Ap.Glu2480Lysp.E2480KQ8TEP8protein_codingdeleterious(0)probably_damaging(0.921)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP192SNVMissense_Mutationc.2802G>Tp.Gln934Hisp.Q934HQ8TEP8protein_codingtolerated(0.08)benign(0.015)TCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
CEP192SNVMissense_Mutationc.2803A>Tp.Arg935Trpp.R935WQ8TEP8protein_codingdeleterious(0.01)probably_damaging(0.928)TCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
CEP192SNVMissense_Mutationnovelc.1934N>Tp.Ser645Leup.S645LQ8TEP8protein_codingdeleterious(0.01)possibly_damaging(0.675)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP192SNVMissense_Mutationnovelc.5659N>Cp.Glu1887Glnp.E1887QQ8TEP8protein_codingdeleterious(0.02)probably_damaging(0.982)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP192SNVMissense_Mutationnovelc.5233N>Ap.Glu1745Lysp.E1745KQ8TEP8protein_codingdeleterious(0)probably_damaging(0.981)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP192SNVMissense_Mutationc.7400N>Ap.Ser2467Tyrp.S2467YQ8TEP8protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP192SNVMissense_Mutationnovelc.5384N>Ap.Ser1795Tyrp.S1795YQ8TEP8protein_codingdeleterious(0)possibly_damaging(0.885)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP192SNVMissense_Mutationc.3840N>Gp.Cys1280Trpp.C1280WQ8TEP8protein_codingtolerated(0.06)probably_damaging(0.947)TCGA-AR-A255-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabSD
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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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