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: CYP4V2

Gene summary for CYP4V2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYP4V2

Gene ID

285440

Gene namecytochrome P450 family 4 subfamily V member 2
Gene AliasBCD
Cytomap4q35.1-q35.2
Gene Typeprotein-coding
GO ID

GO:0001523

UniProtAcc

Q6ZWL3


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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
285440CYP4V2S43HumanLiverCirrhotic1.22e-031.07e-01-0.0187
285440CYP4V2HCC1_MengHumanLiverHCC5.60e-18-8.18e-020.0246
285440CYP4V2HCC2_MengHumanLiverHCC3.57e-155.44e-020.0107
285440CYP4V2HCC1HumanLiverHCC1.68e-053.11e+000.5336
285440CYP4V2S027HumanLiverHCC1.40e-025.22e-010.2446
285440CYP4V2S028HumanLiverHCC3.36e-176.98e-010.2503
285440CYP4V2S029HumanLiverHCC2.80e-127.03e-010.2581
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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:000820211LiverCirrhoticsteroid metabolic process143/4634319/187232.79e-153.18e-13143
GO:000663112LiverCirrhoticfatty acid metabolic process165/4634390/187231.29e-141.26e-12165
GO:00161251LiverCirrhoticsterol metabolic process75/4634152/187234.54e-112.61e-0975
GO:001939512LiverCirrhoticfatty acid oxidation53/4634103/187234.73e-091.88e-0753
GO:003444011LiverCirrhoticlipid oxidation53/4634108/187233.85e-081.27e-0653
GO:00067202LiverCirrhoticisoprenoid metabolic process46/4634116/187232.71e-042.41e-0346
GO:003025811LiverCirrhoticlipid modification75/4634212/187233.33e-042.87e-0375
GO:00067212LiverCirrhoticterpenoid metabolic process38/463497/187231.16e-037.89e-0338
GO:000663122LiverHCCfatty acid metabolic process238/7958390/187238.24e-144.84e-12238
GO:00082022LiverHCCsteroid metabolic process188/7958319/187231.96e-095.63e-08188
GO:00161252LiverHCCsterol metabolic process101/7958152/187231.99e-095.63e-08101
GO:001939522LiverHCCfatty acid oxidation72/7958103/187231.63e-083.92e-0772
GO:003444021LiverHCClipid oxidation73/7958108/187231.17e-072.25e-0673
GO:003025821LiverHCClipid modification123/7958212/187233.50e-064.58e-05123
GO:000672011LiverHCCisoprenoid metabolic process65/7958116/187232.23e-031.11e-0265
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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
CYP4V2SNVMissense_Mutationrs780515755c.1246N>Ap.Gly416Serp.G416SQ6ZWL3protein_codingdeleterious(0)probably_damaging(0.926)TCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
CYP4V2SNVMissense_Mutationrs777774802c.1327C>Tp.Arg443Trpp.R443WQ6ZWL3protein_codingdeleterious(0)probably_damaging(1)TCGA-B6-A1KN-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CYP4V2SNVMissense_Mutationnovelc.1539N>Gp.Ile513Metp.I513MQ6ZWL3protein_codingdeleterious(0.03)possibly_damaging(0.516)TCGA-VS-A9UH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CYP4V2SNVMissense_Mutationnovelc.286C>Tp.Pro96Serp.P96SQ6ZWL3protein_codingtolerated(0.07)benign(0.196)TCGA-VS-A9V5-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
CYP4V2insertionIn_Frame_Insnovelc.1557_1558insTCCTGTCATp.Arg519_Arg520insSerCysHisp.R519_R520insSCHQ6ZWL3protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CYP4V2SNVMissense_Mutationrs140450256c.1573N>Tp.Arg525Cysp.R525CQ6ZWL3protein_codingbenign(0.145)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CYP4V2SNVMissense_Mutationrs775079710c.1574N>Ap.Arg525Hisp.R525HQ6ZWL3protein_codingbenign(0)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CYP4V2SNVMissense_Mutationrs142136741c.832N>Ap.Ala278Thrp.A278TQ6ZWL3protein_codingtolerated(0.57)benign(0.009)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CYP4V2SNVMissense_Mutationrs770074074c.981N>Cp.Met327Ilep.M327IQ6ZWL3protein_codingdeleterious(0)possibly_damaging(0.893)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CYP4V2SNVMissense_Mutationrs763083895c.662N>Ap.Arg221Hisp.R221HQ6ZWL3protein_codingtolerated(0.08)benign(0.031)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<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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