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: CYP3A4

Gene summary for CYP3A4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYP3A4

Gene ID

1576

Gene namecytochrome P450 family 3 subfamily A member 4
Gene AliasCP33
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0001523

UniProtAcc

P08684


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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
1576CYP3A4S41HumanLiverCirrhotic5.54e-058.42e-01-0.0343
1576CYP3A4S44HumanLiverHCC4.13e-141.46e+00-0.0083
1576CYP3A4HCC1_MengHumanLiverHCC4.93e-06-2.74e-010.0246
1576CYP3A4HCC2_MengHumanLiverHCC2.30e-06-2.73e-010.0107
1576CYP3A4cirrhotic1HumanLiverCirrhotic3.31e-02-2.57e-010.0202
1576CYP3A4cirrhotic2HumanLiverCirrhotic8.39e-03-2.56e-010.0201
1576CYP3A4HCC2HumanLiverHCC2.27e-031.99e+000.5341
1576CYP3A4Pt13.aHumanLiverHCC2.30e-06-2.74e-010.021
1576CYP3A4Pt14.dHumanLiverHCC2.60e-04-2.71e-010.0143
1576CYP3A4S027HumanLiverHCC1.63e-02-8.16e-020.2446
1576CYP3A4Pat01-BHumanStomachGC5.13e-245.68e-010.5754
1576CYP3A4Pat03-BHumanStomachGC3.52e-082.74e-010.3693
1576CYP3A4Pat17-BHumanStomachGC1.95e-052.45e-010.3109
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:190136111LiverCirrhoticorganic cyclic compound catabolic process213/4634495/187231.58e-193.67e-17213
GO:004427011LiverCirrhoticcellular nitrogen compound catabolic process195/4634451/187232.99e-184.94e-16195
GO:000820211LiverCirrhoticsteroid metabolic process143/4634319/187232.79e-153.18e-13143
GO:000663112LiverCirrhoticfatty acid metabolic process165/4634390/187231.29e-141.26e-12165
GO:001605312LiverCirrhoticorganic acid biosynthetic process139/4634316/187234.28e-143.83e-12139
GO:004639412LiverCirrhoticcarboxylic acid biosynthetic process137/4634314/187231.40e-131.14e-11137
GO:19026521LiverCirrhoticsecondary alcohol metabolic process75/4634147/187235.62e-123.91e-1075
GO:004428211LiverCirrhoticsmall molecule catabolic process151/4634376/187232.20e-111.34e-09151
GO:00082031LiverCirrhoticcholesterol metabolic process70/4634137/187232.59e-111.55e-0970
GO:00161251LiverCirrhoticsterol metabolic process75/4634152/187234.54e-112.61e-0975
GO:000606612LiverCirrhoticalcohol metabolic process141/4634353/187231.57e-108.03e-09141
GO:007233011LiverCirrhoticmonocarboxylic acid biosynthetic process93/4634214/187231.43e-096.16e-0893
GO:00066941LiverCirrhoticsteroid biosynthetic process77/4634173/187231.02e-083.91e-0777
GO:000941012LiverCirrhoticresponse to xenobiotic stimulus165/4634462/187236.82e-082.09e-06165
GO:000663311LiverCirrhoticfatty acid biosynthetic process70/4634163/187232.57e-076.41e-0670
GO:001604212LiverCirrhoticlipid catabolic process112/4634320/187232.31e-053.03e-04112
GO:0046165LiverCirrhoticalcohol biosynthetic process55/4634140/187239.74e-051.03e-0355
GO:00714661LiverCirrhoticcellular response to xenobiotic stimulus66/4634177/187231.34e-041.31e-0366
GO:00067202LiverCirrhoticisoprenoid metabolic process46/4634116/187232.71e-042.41e-0346
GO:003025811LiverCirrhoticlipid modification75/4634212/187233.33e-042.87e-0375
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00983LiverCirrhoticDrug metabolism - other enzymes34/253080/84651.08e-023.57e-022.20e-0234
hsa009831LiverCirrhoticDrug metabolism - other enzymes34/253080/84651.08e-023.57e-022.20e-0234
hsa009832LiverHCCDrug metabolism - other enzymes54/402080/84652.25e-041.09e-036.08e-0454
hsa009833LiverHCCDrug metabolism - other enzymes54/402080/84652.25e-041.09e-036.08e-0454
hsa00980StomachGCMetabolism of xenobiotics by cytochrome P45015/70878/84651.77e-031.16e-028.15e-0315
hsa009801StomachGCMetabolism of xenobiotics by cytochrome P45015/70878/84651.77e-031.16e-028.15e-0315
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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
CYP3A4SNVMissense_Mutationc.611N>Gp.Val204Glyp.V204GP08684protein_codingdeleterious(0.01)probably_damaging(0.988)TCGA-B6-A0X1-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CYP3A4SNVMissense_Mutationc.624N>Cp.Lys208Asnp.K208NP08684protein_codingdeleterious(0.02)benign(0.109)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CYP3A4insertionFrame_Shift_Insnovelc.1493_1494insAGACAGAAAACATGTTTCCCTACACCTCTTGCATTCCATCCTCAp.Thr499AspfsTer17p.T499Dfs*17P08684protein_codingTCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CYP3A4insertionFrame_Shift_Insnovelc.1494_1495insCAATGCCTTCAAGCATTCCTTGTATTATGp.Thr499GlnfsTer10p.T499Qfs*10P08684protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CYP3A4SNVMissense_Mutationnovelc.544N>Tp.Asp182Tyrp.D182YP08684protein_codingdeleterious(0)probably_damaging(1)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
CYP3A4SNVMissense_Mutationc.216N>Tp.Trp72Cysp.W72CP08684protein_codingdeleterious(0)possibly_damaging(0.664)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CYP3A4SNVMissense_Mutationrs199908125c.784G>Ap.Glu262Lysp.E262KP08684protein_codingtolerated(1)benign(0)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CYP3A4SNVMissense_Mutationc.383G>Tp.Arg128Ilep.R128IP08684protein_codingdeleterious(0)possibly_damaging(0.825)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CYP3A4SNVMissense_Mutationc.1109N>Tp.Ala370Valp.A370VP08684protein_codingtolerated(0.17)benign(0.018)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CYP3A4SNVMissense_Mutationnovelc.1170A>Cp.Lys390Asnp.K390NP08684protein_codingdeleterious(0)probably_damaging(0.995)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
1576CYP3A4ENZYME, DRUGGABLE GENOME, CYTOCHROME P450oxazepamOXAZEPAM
1576CYP3A4ENZYME, DRUGGABLE GENOME, CYTOCHROME P450FLUOXETINE HYDROCHLORIDEFLUOXETINE HYDROCHLORIDE
1576CYP3A4ENZYME, DRUGGABLE GENOME, CYTOCHROME P450ZM-336372CHEMBL186526
1576CYP3A4ENZYME, DRUGGABLE GENOME, CYTOCHROME P450DISULFIRAMDISULFIRAM
1576CYP3A4ENZYME, DRUGGABLE GENOME, CYTOCHROME P450SB-202190SB-202190
1576CYP3A4ENZYME, DRUGGABLE GENOME, CYTOCHROME P450IPRATROPIUMIPRATROPIUM22931300
1576CYP3A4ENZYME, DRUGGABLE GENOME, CYTOCHROME P4502-(2-AMINOETHYL)ISOTHIOUREA DIHYDROBROMIDECHEMBL1256182
1576CYP3A4ENZYME, DRUGGABLE GENOME, CYTOCHROME P450BUTORPHANOLBUTORPHANOL22931300
1576CYP3A4ENZYME, DRUGGABLE GENOME, CYTOCHROME P450MRS-1523CHEMBL111545
1576CYP3A4ENZYME, DRUGGABLE GENOME, CYTOCHROME P4505,7-DIMETHOXYISOFLAVONE5,7-DIMETHOXYISOFLAVONE
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