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: CEP295

Gene summary for CEP295

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP295

Gene ID

85459

Gene namecentrosomal protein 295
Gene AliasKIAA1731
Cytomap11q21
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q9C0D2


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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
85459CEP295HCC1_MengHumanLiverHCC1.00e-312.08e-020.0246
85459CEP295HCC2_MengHumanLiverHCC1.72e-031.93e-020.0107
85459CEP295HCC1HumanLiverHCC8.86e-033.98e+000.5336
85459CEP295HCC2HumanLiverHCC3.77e-144.02e+000.5341
85459CEP295S016HumanLiverHCC1.22e-022.70e-010.2243
85459CEP295S027HumanLiverHCC4.13e-065.42e-010.2446
85459CEP295S028HumanLiverHCC8.72e-064.36e-010.2503
85459CEP295S029HumanLiverHCC1.54e-043.50e-010.2581
85459CEP295male-WTAHumanThyroidPTC1.68e-028.84e-020.1037
85459CEP295PTC01HumanThyroidPTC1.66e-021.12e-010.1899
85459CEP295PTC03HumanThyroidPTC4.63e-021.61e-010.1784
85459CEP295PTC04HumanThyroidPTC6.76e-101.69e-010.1927
85459CEP295PTC05HumanThyroidPTC7.62e-155.16e-010.2065
85459CEP295PTC06HumanThyroidPTC3.50e-215.08e-010.2057
85459CEP295PTC07HumanThyroidPTC7.21e-183.38e-010.2044
85459CEP295ATC12HumanThyroidATC2.65e-194.37e-010.34
85459CEP295ATC13HumanThyroidATC2.49e-192.22e-010.34
85459CEP295ATC2HumanThyroidATC5.89e-127.75e-010.34
85459CEP295ATC4HumanThyroidATC4.51e-235.58e-010.34
85459CEP295ATC5HumanThyroidATC1.51e-162.46e-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:190495122LiverHCCpositive regulation of establishment of protein localization207/7958319/187233.95e-163.29e-14207
GO:00064732LiverHCCprotein acetylation135/7958201/187231.20e-125.92e-11135
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:005149522LiverHCCpositive regulation of cytoskeleton organization138/7958226/187231.26e-083.12e-07138
GO:19021151LiverHCCregulation of organelle assembly110/7958186/187233.30e-064.34e-05110
GO:004578711LiverHCCpositive regulation of cell cycle172/7958313/187235.29e-066.58e-05172
GO:0031023LiverHCCmicrotubule organizing center organization82/7958143/187232.38e-041.79e-0382
GO:0007098LiverHCCcentrosome cycle75/7958130/187233.33e-042.34e-0375
GO:19019831LiverHCCregulation of protein acetylation48/795877/187233.49e-042.43e-0348
GO:00900683LiverHCCpositive regulation of cell cycle process125/7958236/187237.21e-044.40e-03125
GO:1902117LiverHCCpositive regulation of organelle assembly41/795867/187231.55e-038.20e-0341
GO:0032886LiverHCCregulation of microtubule-based process123/7958240/187233.69e-031.64e-02123
GO:00466052LiverHCCregulation of centrosome cycle30/795849/187236.31e-032.57e-0230
GO:1901985LiverHCCpositive regulation of protein acetylation27/795845/187231.35e-024.80e-0227
GO:1904951113ThyroidPTCpositive regulation of establishment of protein localization175/5968319/187231.10e-171.12e-15175
GO:00064737ThyroidPTCprotein acetylation116/5968201/187233.05e-141.92e-12116
GO:00435437ThyroidPTCprotein acylation134/5968243/187234.22e-142.58e-12134
GO:005149526ThyroidPTCpositive regulation of cytoskeleton organization121/5968226/187231.04e-114.27e-10121
GO:004578718ThyroidPTCpositive regulation of cell cycle144/5968313/187239.93e-081.99e-06144
GO:19019837ThyroidPTCregulation of protein acetylation46/596877/187234.26e-077.03e-0646
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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
CEP295SNVMissense_Mutationc.6295N>Tp.Pro2099Serp.P2099SQ9C0D2protein_codingdeleterious(0.01)benign(0.023)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CEP295SNVMissense_Mutationrs745824491c.4031N>Cp.Ile1344Thrp.I1344TQ9C0D2protein_codingtolerated(0.1)possibly_damaging(0.906)TCGA-A2-A1G4-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyadriamycinSD
CEP295SNVMissense_Mutationnovelc.7603N>Ap.Val2535Ilep.V2535IQ9C0D2protein_codingtolerated(0.1)benign(0.007)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
CEP295SNVMissense_Mutationrs760271651c.6727G>Ap.Asp2243Asnp.D2243NQ9C0D2protein_codingtolerated(0.08)benign(0.018)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CEP295SNVMissense_Mutationnovelc.1847N>Tp.Ser616Leup.S616LQ9C0D2protein_codingdeleterious(0.01)possibly_damaging(0.6)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP295SNVMissense_Mutationnovelc.3194C>Tp.Thr1065Ilep.T1065IQ9C0D2protein_codingtolerated(0.16)benign(0.025)TCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CEP295SNVMissense_Mutationrs745824491c.4031T>Cp.Ile1344Thrp.I1344TQ9C0D2protein_codingtolerated(0.1)possibly_damaging(0.906)TCGA-B6-A1KC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP295SNVMissense_Mutationc.3103G>Cp.Asp1035Hisp.D1035HQ9C0D2protein_codingdeleterious(0)possibly_damaging(0.568)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CEP295SNVMissense_Mutationc.935N>Gp.Tyr312Cysp.Y312CQ9C0D2protein_codingdeleterious(0.01)possibly_damaging(0.51)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEP295SNVMissense_Mutationnovelc.6088N>Gp.Leu2030Valp.L2030VQ9C0D2protein_codingtolerated(0.23)benign(0.025)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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