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: CYP2B6

Gene summary for CYP2B6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYP2B6

Gene ID

1555

Gene namecytochrome P450 family 2 subfamily B member 6
Gene AliasCPB6
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0001676

UniProtAcc

P20813


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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
1555CYP2B6HTA11_1938_2000001011HumanColorectumAD2.01e-043.16e-01-0.0811
1555CYP2B6HTA11_83_2000001011HumanColorectumSER2.69e-105.19e-01-0.1526
1555CYP2B6HTA11_1391_2000001011HumanColorectumAD6.41e-032.35e-01-0.059
1555CYP2B6HTA11_99999970781_79442HumanColorectumMSS8.58e-062.57e-010.294
1555CYP2B6CRC-3-11773HumanColorectumCRC3.49e-023.34e-010.2564
1555CYP2B6NAFLD1HumanLiverNAFLD6.87e-161.65e+00-0.04
1555CYP2B6S41HumanLiverCirrhotic3.40e-048.67e-01-0.0343
1555CYP2B6S43HumanLiverCirrhotic4.21e-02-3.95e-01-0.0187
1555CYP2B6HCC1_MengHumanLiverHCC1.19e-174-1.91e-010.0246
1555CYP2B6HCC2_MengHumanLiverHCC7.87e-19-5.65e-010.0107
1555CYP2B6cirrhotic1HumanLiverCirrhotic1.32e-12-5.78e-010.0202
1555CYP2B6cirrhotic2HumanLiverCirrhotic2.09e-11-5.76e-010.0201
1555CYP2B6cirrhotic3HumanLiverCirrhotic6.96e-05-5.80e-010.0215
1555CYP2B6Pt13.aHumanLiverHCC4.58e-11-5.77e-010.021
1555CYP2B6Pt13.bHumanLiverHCC1.61e-03-5.75e-010.0251
1555CYP2B6Pt14.bHumanLiverHCC4.41e-03-4.04e-010.018
1555CYP2B6Pt14.dHumanLiverHCC5.86e-14-5.56e-010.0143
1555CYP2B6S014HumanLiverHCC5.14e-101.27e-010.2254
1555CYP2B6S015HumanLiverHCC5.16e-096.74e-010.2375
1555CYP2B6S016HumanLiverHCC4.46e-153.52e-010.2243
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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
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:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:0009410ColorectumADresponse to xenobiotic stimulus128/3918462/187232.69e-043.31e-03128
GO:0008202ColorectumADsteroid metabolic process85/3918319/187238.07e-034.75e-0285
GO:00066311ColorectumSERfatty acid metabolic process79/2897390/187236.34e-034.56e-0279
GO:00066312ColorectumMSSfatty acid metabolic process95/3467390/187232.20e-031.84e-0295
GO:00094101ColorectumMSSresponse to xenobiotic stimulus110/3467462/187232.36e-031.92e-02110
GO:00066314ColorectumCRCfatty acid metabolic process65/2078390/187235.30e-047.42e-0365
GO:00094103ColorectumCRCresponse to xenobiotic stimulus69/2078462/187236.34e-034.61e-0269
GO:00066316LiverNAFLDfatty acid metabolic process92/1882390/187233.38e-153.29e-1292
GO:00082023LiverNAFLDsteroid metabolic process69/1882319/187235.90e-101.28e-0769
GO:00094107LiverNAFLDresponse to xenobiotic stimulus88/1882462/187232.53e-094.11e-0788
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:00421803LiverNAFLDcellular ketone metabolic process35/1882211/187232.09e-032.06e-0235
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
hsa05417ColorectumADLipid and atherosclerosis73/2092215/84651.31e-038.27e-035.27e-0373
hsa054171ColorectumADLipid and atherosclerosis73/2092215/84651.31e-038.27e-035.27e-0373
hsa054172ColorectumSERLipid and atherosclerosis55/1580215/84656.83e-033.77e-022.74e-0255
hsa054173ColorectumSERLipid and atherosclerosis55/1580215/84656.83e-033.77e-022.74e-0255
hsa054174ColorectumMSSLipid and atherosclerosis70/1875215/84652.38e-041.81e-031.11e-0370
hsa054175ColorectumMSSLipid and atherosclerosis70/1875215/84652.38e-041.81e-031.11e-0370
hsa054178ColorectumCRCLipid and atherosclerosis45/1091215/84655.73e-045.48e-033.72e-0345
hsa05207ColorectumCRCChemical carcinogenesis - receptor activation42/1091212/84652.62e-031.75e-021.19e-0242
hsa054179ColorectumCRCLipid and atherosclerosis45/1091215/84655.73e-045.48e-033.72e-0345
hsa052071ColorectumCRCChemical carcinogenesis - receptor activation42/1091212/84652.62e-031.75e-021.19e-0242
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
CYP2B6SNVMissense_Mutationnovelc.950A>Cp.Tyr317Serp.Y317SP20813protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AR-A1AY-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificDoxorubicinSD
CYP2B6SNVMissense_Mutationnovelc.502N>Cp.Thr168Prop.T168PP20813protein_codingdeleterious(0)possibly_damaging(0.87)TCGA-BH-A0HO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CYP2B6SNVMissense_Mutationc.316N>Gp.Pro106Alap.P106AP20813protein_codingtolerated(0.56)benign(0.007)TCGA-BH-A208-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CYP2B6SNVMissense_Mutationc.752A>Tp.Lys251Metp.K251MP20813protein_codingtolerated(0.25)probably_damaging(0.973)TCGA-E2-A1L7-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
CYP2B6SNVMissense_Mutationnovelc.950N>Cp.Tyr317Serp.Y317SP20813protein_codingdeleterious(0)probably_damaging(0.966)TCGA-E9-A22H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CYP2B6SNVMissense_Mutationrs769787099c.1063G>Ap.Glu355Lysp.E355KP20813protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EA-A43B-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CYP2B6SNVMissense_Mutationnovelc.985N>Cp.Glu329Glnp.E329QP20813protein_codingdeleterious(0.01)benign(0.247)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CYP2B6SNVMissense_Mutationrs138594605c.875N>Tp.Thr292Metp.T292MP20813protein_codingdeleterious(0.01)probably_damaging(0.983)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
CYP2B6SNVMissense_Mutationrs781365650c.104N>Ap.Arg35Hisp.R35HP20813protein_codingtolerated(0.14)benign(0.372)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CYP2B6SNVMissense_Mutationnovelc.74N>Gp.Asn25Serp.N25SP20813protein_codingtolerated(0.84)benign(0.027)TCGA-AZ-6598-01Colorectumcolon 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
1555CYP2B6DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEartemisininARTEMISININ17638512,11470993
1555CYP2B6DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEaflatoxin b117638512,11470993
1555CYP2B6DRUGGABLE GENOME, CYTOCHROME P450, ENZYMETAMOXIFENTAMOXIFEN22942317
1555CYP2B6DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEmitotaneMITOTANE23524664
1555CYP2B6DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEmethadoneMETHADONE17329992,27286724,17178267,17502774,28320034,21902500,17638512,23249875,16338275,11470993,27289271,30907440,21790905,25556837
1555CYP2B6DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEinhibitor178103880TICLOPIDINE
1555CYP2B6DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEVORICONAZOLEVORICONAZOLE19029318
1555CYP2B6DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEzidovudineZIDOVUDINE23089673
1555CYP2B6DRUGGABLE GENOME, CYTOCHROME P450, ENZYMEsorafenibSORAFENIB28362716
1555CYP2B6DRUGGABLE GENOME, CYTOCHROME P450, ENZYME3,4-methylenedioxymethamphetamine28117133,17638512,11470993
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