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: CYP2C8

Gene summary for CYP2C8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYP2C8

Gene ID

1558

Gene namecytochrome P450 family 2 subfamily C member 8
Gene AliasCPC8
Cytomap10q23.33
Gene Typeprotein-coding
GO ID

GO:0001523

UniProtAcc

P10632


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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
1558CYP2C8NAFLD1HumanLiverNAFLD1.08e-131.53e+00-0.04
1558CYP2C8S41HumanLiverCirrhotic3.90e-025.65e-01-0.0343
1558CYP2C8S43HumanLiverCirrhotic3.75e-04-3.38e-01-0.0187
1558CYP2C8HCC1_MengHumanLiverHCC6.97e-22-5.84e-010.0246
1558CYP2C8HCC2_MengHumanLiverHCC1.78e-19-5.79e-010.0107
1558CYP2C8cirrhotic1HumanLiverCirrhotic2.99e-20-4.64e-010.0202
1558CYP2C8cirrhotic2HumanLiverCirrhotic1.13e-30-1.74e-010.0201
1558CYP2C8cirrhotic3HumanLiverCirrhotic2.14e-05-4.96e-010.0215
1558CYP2C8HCC1HumanLiverHCC1.14e-134.12e+000.5336
1558CYP2C8HCC2HumanLiverHCC6.16e-082.66e+000.5341
1558CYP2C8Pt13.aHumanLiverHCC6.46e-13-5.32e-010.021
1558CYP2C8Pt13.bHumanLiverHCC4.74e-07-5.24e-010.0251
1558CYP2C8Pt14.bHumanLiverHCC2.21e-10-3.15e-020.018
1558CYP2C8Pt14.dHumanLiverHCC2.75e-24-3.25e-010.0143
1558CYP2C8S014HumanLiverHCC4.76e-05-5.94e-010.2254
1558CYP2C8S015HumanLiverHCC6.51e-03-5.94e-010.2375
1558CYP2C8S016HumanLiverHCC7.22e-07-5.94e-010.2243
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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
∗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:00066316LiverNAFLDfatty acid metabolic process92/1882390/187233.38e-153.29e-1292
GO:00160535LiverNAFLDorganic acid biosynthetic process77/1882316/187231.03e-136.69e-1177
GO:00463945LiverNAFLDcarboxylic acid biosynthetic process75/1882314/187236.37e-133.39e-1075
GO:00082023LiverNAFLDsteroid metabolic process69/1882319/187235.90e-101.28e-0769
GO:00094107LiverNAFLDresponse to xenobiotic stimulus88/1882462/187232.53e-094.11e-0788
GO:00302585LiverNAFLDlipid modification49/1882212/187231.97e-082.17e-0649
GO:00723303LiverNAFLDmonocarboxylic acid biosynthetic process46/1882214/187235.06e-073.07e-0546
GO:00060666LiverNAFLDalcohol metabolic process62/1882353/187239.01e-062.96e-0462
GO:00714663LiverNAFLDcellular response to xenobiotic stimulus33/1882177/187233.54e-045.36e-0333
GO:00335596LiverNAFLDunsaturated fatty acid metabolic process24/1882116/187234.64e-046.74e-0324
GO:00016763LiverNAFLDlong-chain fatty acid metabolic process23/1882112/187236.73e-048.66e-0323
GO:01202545LiverNAFLDolefinic compound metabolic process28/1882153/187231.28e-031.45e-0228
GO:00068054LiverNAFLDxenobiotic metabolic process22/1882111/187231.42e-031.58e-0222
GO:00066334LiverNAFLDfatty acid biosynthetic process29/1882163/187231.67e-031.74e-0229
GO:00424452LiverNAFLDhormone metabolic process36/1882218/187231.98e-031.98e-0236
GO:0070988LiverNAFLDdemethylation16/188273/187232.09e-032.06e-0216
GO:0008210LiverNAFLDestrogen metabolic process10/188238/187233.49e-033.00e-0210
GO:00066906LiverNAFLDicosanoid metabolic process22/1882123/187235.33e-034.11e-0222
GO:000820211LiverCirrhoticsteroid metabolic process143/4634319/187232.79e-153.18e-13143
GO:000663112LiverCirrhoticfatty acid metabolic process165/4634390/187231.29e-141.26e-12165
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541714LiverNAFLDLipid and atherosclerosis42/1043215/84651.46e-031.71e-021.38e-0242
hsa0541715LiverNAFLDLipid and atherosclerosis42/1043215/84651.46e-031.71e-021.38e-0242
hsa0541722LiverCirrhoticLipid and atherosclerosis80/2530215/84651.18e-023.81e-022.35e-0280
hsa0541732LiverCirrhoticLipid and atherosclerosis80/2530215/84651.18e-023.81e-022.35e-0280
hsa0541742LiverHCCLipid and atherosclerosis118/4020215/84651.66e-023.92e-022.18e-02118
hsa0541752LiverHCCLipid and atherosclerosis118/4020215/84651.66e-023.92e-022.18e-02118
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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
CYP2C8SNVMissense_Mutationrs775905230c.722N>Ap.Arg241Glnp.R241QP10632protein_codingtolerated(0.06)benign(0.005)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CYP2C8SNVMissense_Mutationc.1054N>Tp.Val352Leup.V352LP10632protein_codingtolerated(0.29)benign(0.003)TCGA-AO-A03V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
CYP2C8SNVMissense_Mutationc.106N>Tp.Leu36Phep.L36FP10632protein_codingtolerated(0.14)benign(0.046)TCGA-BH-A18V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CYP2C8deletionIn_Frame_Delc.1294_1311delNNNNNNNNNNNNNNNNNNp.Lys432_Gly437delp.K432_G437delP10632protein_codingTCGA-BH-A0C0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
CYP2C8SNVMissense_Mutationrs775342549c.374N>Ap.Arg125Hisp.R125HP10632protein_codingdeleterious(0.04)benign(0.445)TCGA-C5-A7UI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CYP2C8SNVMissense_Mutationc.473N>Tp.Lys158Ilep.K158IP10632protein_codingdeleterious(0)possibly_damaging(0.544)TCGA-A6-2679-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CYP2C8SNVMissense_Mutationc.209G>Ap.Gly70Aspp.G70DP10632protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3952-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
CYP2C8SNVMissense_Mutationrs748167187c.1298N>Ap.Arg433Glnp.R433QP10632protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CYP2C8SNVMissense_Mutationrs543793530c.557G>Ap.Arg186Glnp.R186QP10632protein_codingdeleterious(0.01)possibly_damaging(0.796)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CYP2C8SNVMissense_Mutationrs267602641c.1165N>Ap.Ala389Thrp.A389TP10632protein_codingtolerated(0.69)benign(0.001)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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
1558CYP2C8DRUGGABLE GENOME, CYTOCHROME P450, ENZYMErucaparibRUCAPARIB
1558CYP2C8DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEmycophenolate mofetil24681964
1558CYP2C8DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEsimeprevirSIMEPREVIR
1558CYP2C8DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEinhibitor404859006VOXELOTOR
1558CYP2C8DRUGGABLE GENOME, CYTOCHROME P450, ENZYMErepaglinideREPAGLINIDE17923851,15961978,14534525,18388877,21270106
1558CYP2C8DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEinhibitor178103840PHENELZINE
1558CYP2C8DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEfluvastatinFLUVASTATIN
1558CYP2C8DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEclopidogrelCLOPIDOGREL24971633
1558CYP2C8DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEhmg coa reductase inhibitors
1558CYP2C8DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEpamidronatePAMIDRONIC ACID18594024
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