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: CYP2J2

Gene summary for CYP2J2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYP2J2

Gene ID

1573

Gene namecytochrome P450 family 2 subfamily J member 2
Gene AliasCPJ2
Cytomap1p32.1
Gene Typeprotein-coding
GO ID

GO:0001676

UniProtAcc

P51589


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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
1573CYP2J2HTA11_347_2000001011HumanColorectumAD2.15e-124.54e-01-0.1954
1573CYP2J2HTA11_99999970781_79442HumanColorectumMSS8.09e-156.75e-010.294
1573CYP2J2A015-C-203HumanColorectumFAP4.83e-05-1.18e-01-0.1294
1573CYP2J2A001-C-108HumanColorectumFAP1.01e-02-1.20e-01-0.0272
1573CYP2J2A002-C-205HumanColorectumFAP5.17e-03-1.79e-01-0.1236
1573CYP2J2A015-C-106HumanColorectumFAP2.21e-02-6.19e-02-0.0511
1573CYP2J2A015-C-104HumanColorectumFAP2.91e-06-1.63e-01-0.1899
1573CYP2J2A002-C-016HumanColorectumFAP1.65e-04-1.83e-010.0521
1573CYP2J2A001-C-203HumanColorectumFAP4.53e-02-1.08e-01-0.0481
1573CYP2J2A002-C-116HumanColorectumFAP9.27e-07-1.94e-01-0.0452
1573CYP2J2F034HumanColorectumFAP8.11e-05-1.31e-01-0.0665
1573CYP2J2CRC-3-11773HumanColorectumCRC9.30e-06-1.76e-010.2564
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:0009410ColorectumADresponse to xenobiotic stimulus128/3918462/187232.69e-043.31e-03128
GO:00066312ColorectumMSSfatty acid metabolic process95/3467390/187232.20e-031.84e-0295
GO:00094101ColorectumMSSresponse to xenobiotic stimulus110/3467462/187232.36e-031.92e-02110
GO:00066313ColorectumFAPfatty acid metabolic process81/2622390/187231.43e-042.24e-0381
GO:00094102ColorectumFAPresponse to xenobiotic stimulus87/2622462/187232.15e-031.77e-0287
GO:00066314ColorectumCRCfatty acid metabolic process65/2078390/187235.30e-047.42e-0365
GO:1903522ColorectumCRCregulation of blood circulation43/2078256/187233.70e-033.12e-0243
GO:00094103ColorectumCRCresponse to xenobiotic stimulus69/2078462/187236.34e-034.61e-0269
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05417ColorectumADLipid and atherosclerosis73/2092215/84651.31e-038.27e-035.27e-0373
hsa054171ColorectumADLipid and atherosclerosis73/2092215/84651.31e-038.27e-035.27e-0373
hsa054174ColorectumMSSLipid and atherosclerosis70/1875215/84652.38e-041.81e-031.11e-0370
hsa054175ColorectumMSSLipid and atherosclerosis70/1875215/84652.38e-041.81e-031.11e-0370
hsa054176ColorectumFAPLipid and atherosclerosis54/1404215/84658.04e-045.14e-033.13e-0354
hsa054177ColorectumFAPLipid and atherosclerosis54/1404215/84658.04e-045.14e-033.13e-0354
hsa054178ColorectumCRCLipid and atherosclerosis45/1091215/84655.73e-045.48e-033.72e-0345
hsa054179ColorectumCRCLipid and atherosclerosis45/1091215/84655.73e-045.48e-033.72e-0345
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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
CYP2J2SNVMissense_Mutationnovelc.283C>Tp.Pro95Serp.P95SP51589protein_codingtolerated(0.15)benign(0.159)TCGA-B6-A1KC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CYP2J2SNVMissense_Mutationnovelc.358N>Gp.Ile120Valp.I120VP51589protein_codingtolerated(0.77)benign(0.009)TCGA-PL-A8LX-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CYP2J2insertionFrame_Shift_Insnovelc.732_733insTTCCCCAAAATTATAGGp.Gln245PhefsTer16p.Q245Ffs*16P51589protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CYP2J2insertionNonsense_Mutationnovelc.1123_1124insGGTGTGAGCCACTGCTTCTGACAGCTGTATAATTTATTATp.Ile375ArgfsTer11p.I375Rfs*11P51589protein_codingTCGA-AO-A0J3-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamideSD
CYP2J2deletionFrame_Shift_Delc.1331_1356delNNNNNNNNNNNNNNNNNNNNNNNNNNp.Gly444ValfsTer5p.G444Vfs*5P51589protein_codingTCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
CYP2J2insertionIn_Frame_Insnovelc.1023_1024insAGTAGTTTTTCAACCCTTGCCCCACTCTCTCCTCCAp.Ile341_Asp342insSerSerPheSerThrLeuAlaProLeuSerProProp.I341_D342insSSFSTLAPLSPPP51589protein_codingTCGA-BH-A0BV-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
CYP2J2deletionFrame_Shift_Delnovelc.524delGp.Gly175AspfsTer38p.G175Dfs*38P51589protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CYP2J2SNVMissense_Mutationnovelc.1429G>Ap.Glu477Lysp.E477KP51589protein_codingtolerated(0.21)benign(0.285)TCGA-C5-A3HD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CYP2J2SNVMissense_Mutationc.671C>Tp.Ser224Leup.S224LP51589protein_codingdeleterious(0.01)benign(0.41)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CYP2J2SNVMissense_Mutationc.888N>Ap.Phe296Leup.F296LP51589protein_codingdeleterious(0.03)possibly_damaging(0.766)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=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
1573CYP2J2ENZYME, DRUGGABLE GENOME, CYTOCHROME P450terfenadineTERFENADINE15861034
1573CYP2J2ENZYME, DRUGGABLE GENOME, CYTOCHROME P450nabumetoneNABUMETONE19923256
1573CYP2J2ENZYME, DRUGGABLE GENOME, CYTOCHROME P450thioridazineTHIORIDAZINE19923256
1573CYP2J2ENZYME, DRUGGABLE GENOME, CYTOCHROME P450diclofenacDICLOFENAC15861034
1573CYP2J2ENZYME, DRUGGABLE GENOME, CYTOCHROME P450inhibitor252827489
1573CYP2J2ENZYME, DRUGGABLE GENOME, CYTOCHROME P450astemizoleASTEMIZOLE15861034
1573CYP2J2ENZYME, DRUGGABLE GENOME, CYTOCHROME P450albendazoleALBENDAZOLE19923256
1573CYP2J2ENZYME, DRUGGABLE GENOME, CYTOCHROME P450inhibitor135651245TERFENADINE
1573CYP2J2ENZYME, DRUGGABLE GENOME, CYTOCHROME P450danazolDANAZOL19923256
1573CYP2J2ENZYME, DRUGGABLE GENOME, CYTOCHROME P450mesoridazineMESORIDAZINE19923256
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