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: CEP152

Gene summary for CEP152

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP152

Gene ID

22995

Gene namecentrosomal protein 152
Gene AliasMCPH4
Cytomap15q21.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

O94986


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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
22995CEP152HCC1_MengHumanLiverHCC1.51e-115.66e-020.0246
22995CEP152HCC2_MengHumanLiverHCC7.69e-101.06e-010.0107
22995CEP152HCC2HumanLiverHCC6.13e-072.48e+000.5341
22995CEP152HCC5HumanLiverHCC4.15e-051.31e+000.4932
22995CEP152S014HumanLiverHCC5.06e-062.30e-010.2254
22995CEP152S015HumanLiverHCC1.05e-043.16e-010.2375
22995CEP152S016HumanLiverHCC1.63e-082.53e-010.2243
22995CEP152PTC03HumanThyroidPTC1.97e-021.30e-010.1784
22995CEP152PTC06HumanThyroidPTC4.81e-031.41e-010.2057
22995CEP152PTC07HumanThyroidPTC5.64e-068.46e-020.2044
22995CEP152ATC09HumanThyroidATC1.12e-021.49e-010.2871
22995CEP152ATC12HumanThyroidATC5.92e-061.38e-010.34
22995CEP152ATC13HumanThyroidATC1.19e-071.49e-010.34
22995CEP152ATC1HumanThyroidATC4.67e-052.08e-010.2878
22995CEP152ATC2HumanThyroidATC3.75e-066.48e-010.34
22995CEP152ATC4HumanThyroidATC1.58e-101.72e-010.34
22995CEP152ATC5HumanThyroidATC9.62e-092.04e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0031023LiverHCCmicrotubule organizing center organization82/7958143/187232.38e-041.79e-0382
GO:0007098LiverHCCcentrosome cycle75/7958130/187233.33e-042.34e-0375
GO:00310235ThyroidPTCmicrotubule organizing center organization65/5968143/187234.48e-042.96e-0365
GO:00070984ThyroidPTCcentrosome cycle59/5968130/187238.39e-045.16e-0359
GO:0051298ThyroidPTCcentrosome duplication36/596873/187231.41e-037.89e-0336
GO:003102311ThyroidATCmicrotubule organizing center organization71/6293143/187235.11e-053.99e-0471
GO:000709811ThyroidATCcentrosome cycle65/6293130/187237.95e-055.97e-0465
GO:00512981ThyroidATCcentrosome duplication36/629373/187233.91e-031.70e-0236
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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
CEP152SNVMissense_Mutationc.3410C>Ap.Pro1137Hisp.P1137HO94986protein_codingtolerated(0.08)possibly_damaging(0.569)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
CEP152SNVMissense_Mutationnovelc.2800C>Tp.Leu934Phep.L934FO94986protein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A4SB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelCR
CEP152SNVMissense_Mutationnovelc.151N>Tp.Leu51Phep.L51FO94986protein_codingtolerated(0.19)benign(0.104)TCGA-A7-A4SE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
CEP152SNVMissense_Mutationc.2305C>Gp.Leu769Valp.L769VO94986protein_codingtolerated(0.31)possibly_damaging(0.603)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
CEP152SNVMissense_Mutationc.3285G>Tp.Gln1095Hisp.Q1095HO94986protein_codingtolerated(0.07)benign(0.162)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CEP152SNVMissense_Mutationc.361C>Gp.Pro121Alap.P121AO94986protein_codingtolerated(0.49)benign(0.287)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CEP152SNVMissense_Mutationnovelc.4949G>Ap.Gly1650Glup.G1650EO94986protein_codingtolerated(0.17)benign(0.113)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
CEP152SNVMissense_Mutationnovelc.4061N>Gp.Ser1354Cysp.S1354CO94986protein_codingdeleterious(0.02)probably_damaging(0.94)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP152SNVMissense_Mutationnovelc.3825A>Cp.Lys1275Asnp.K1275NO94986protein_codingtolerated(0.23)possibly_damaging(0.786)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP152SNVMissense_Mutationnovelc.3347G>Tp.Arg1116Ilep.R1116IO94986protein_codingdeleterious(0.03)benign(0.007)TCGA-AN-A046-01Breastbreast 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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