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: CYP4A11

Gene summary for CYP4A11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYP4A11

Gene ID

1579

Gene namecytochrome P450 family 4 subfamily A member 11
Gene AliasCP4Y
Cytomap1p33
Gene Typeprotein-coding
GO ID

GO:0001655

UniProtAcc

Q02928


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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
1579CYP4A11NAFLD1HumanLiverNAFLD4.58e-117.14e-01-0.04
1579CYP4A11S43HumanLiverCirrhotic3.77e-081.89e-01-0.0187
1579CYP4A11HCC1_MengHumanLiverHCC2.26e-24-6.43e-020.0246
1579CYP4A11HCC2_MengHumanLiverHCC1.08e-07-1.54e-010.0107
1579CYP4A11S016HumanLiverHCC1.56e-02-1.57e-010.2243
1579CYP4A11S029HumanLiverHCC2.57e-061.04e+000.2581
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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:00463953LiverNAFLDcarboxylic acid catabolic process73/1882236/187234.16e-191.22e-1573
GO:00160544LiverNAFLDorganic acid catabolic process73/1882240/187231.20e-182.34e-1573
GO:00442825LiverNAFLDsmall molecule catabolic process91/1882376/187238.96e-161.31e-1291
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:00723295LiverNAFLDmonocarboxylic acid catabolic process39/1882122/187232.40e-118.77e-0939
GO:00160426LiverNAFLDlipid catabolic process63/1882320/187231.35e-071.02e-0563
GO:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00068694LiverNAFLDlipid transport71/1882398/187231.16e-065.59e-0571
GO:1905952LiverNAFLDregulation of lipid localization34/1882181/187232.51e-044.12e-0334
GO:00508787LiverNAFLDregulation of body fluid levels60/1882379/187232.61e-044.23e-0360
GO:00335596LiverNAFLDunsaturated fatty acid metabolic process24/1882116/187234.64e-046.74e-0324
GO:1905954LiverNAFLDpositive regulation of lipid localization23/1882110/187235.16e-047.15e-0323
GO:00016763LiverNAFLDlong-chain fatty acid metabolic process23/1882112/187236.73e-048.66e-0323
GO:0032368LiverNAFLDregulation of lipid transport28/1882149/187238.39e-041.03e-0228
GO:01202545LiverNAFLDolefinic compound metabolic process28/1882153/187231.28e-031.45e-0228
GO:0032370LiverNAFLDpositive regulation of lipid transport18/188284/187231.49e-031.64e-0218
GO:00066906LiverNAFLDicosanoid metabolic process22/1882123/187235.33e-034.11e-0222
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
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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
CYP4A11SNVMissense_Mutationc.643N>Gp.Gln215Glup.Q215EQ02928protein_codingtolerated(0.33)benign(0.026)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CYP4A11SNVMissense_Mutationrs199678286c.1304N>Ap.Arg435Hisp.R435HQ02928protein_codingdeleterious(0.02)possibly_damaging(0.898)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CYP4A11SNVMissense_Mutationc.1472N>Cp.Ile491Thrp.I491TQ02928protein_codingtolerated(0.17)benign(0.007)TCGA-GM-A2DB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
CYP4A11SNVMissense_Mutationrs201985706c.842N>Gp.Glu281Glyp.E281GQ02928protein_codingtolerated(0.13)benign(0.097)TCGA-LL-A441-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CYP4A11SNVMissense_Mutationnovelc.422N>Gp.Gln141Argp.Q141RQ02928protein_codingtolerated(0.18)benign(0.443)TCGA-LL-A5YO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CYP4A11SNVMissense_Mutationnovelc.639T>Gp.Asn213Lysp.N213KQ02928protein_codingtolerated(0.37)benign(0.005)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CYP4A11SNVMissense_Mutationc.22N>Ap.Pro8Thrp.P8TQ02928protein_codingtolerated(0.36)benign(0.015)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
CYP4A11SNVMissense_Mutationrs556756716c.1336G>Ap.Ala446Thrp.A446TQ02928protein_codingdeleterious(0)probably_damaging(0.975)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CYP4A11SNVMissense_Mutationnovelc.1180A>Gp.Ser394Glyp.S394GQ02928protein_codingdeleterious(0.01)possibly_damaging(0.7)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CYP4A11SNVMissense_Mutationnovelc.1315N>Ap.Gly439Serp.G439SQ02928protein_codingtolerated(0.39)benign(0.023)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
1579CYP4A11ENZYME, CYTOCHROME P450, DRUGGABLE GENOMEamilorideAMILORIDE
1579CYP4A11ENZYME, CYTOCHROME P450, DRUGGABLE GENOMEspironolactoneSPIRONOLACTONE
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