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: CYP4F11

Gene summary for CYP4F11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYP4F11

Gene ID

57834

Gene namecytochrome P450 family 4 subfamily F member 11
Gene AliasCYPIVF11
Cytomap19p13.12
Gene Typeprotein-coding
GO ID

GO:0001676

UniProtAcc

Q9HBI6


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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
57834CYP4F11LZE2DHumanEsophagusHGIN3.64e-035.76e-010.0642
57834CYP4F11LZE2THumanEsophagusESCC5.44e-101.09e+000.082
57834CYP4F11LZE4THumanEsophagusESCC9.53e-298.65e-010.0811
57834CYP4F11LZE7THumanEsophagusESCC2.56e-052.92e-010.0667
57834CYP4F11LZE22THumanEsophagusESCC1.57e-032.71e-010.068
57834CYP4F11LZE24THumanEsophagusESCC9.19e-061.55e-010.0596
57834CYP4F11LZE21THumanEsophagusESCC1.57e-073.78e-010.0655
57834CYP4F11P1T-EHumanEsophagusESCC4.62e-031.56e-010.0875
57834CYP4F11P4T-EHumanEsophagusESCC1.75e-051.67e-010.1323
57834CYP4F11P9T-EHumanEsophagusESCC3.99e-671.53e+000.1131
57834CYP4F11P10T-EHumanEsophagusESCC7.92e-691.09e+000.116
57834CYP4F11P12T-EHumanEsophagusESCC9.53e-093.34e-010.1122
57834CYP4F11P15T-EHumanEsophagusESCC6.36e-561.53e+000.1149
57834CYP4F11P20T-EHumanEsophagusESCC8.24e-041.05e-010.1124
57834CYP4F11P21T-EHumanEsophagusESCC6.56e-153.41e-010.1617
57834CYP4F11P22T-EHumanEsophagusESCC3.87e-346.29e-010.1236
57834CYP4F11P27T-EHumanEsophagusESCC8.40e-041.20e-010.1055
57834CYP4F11P28T-EHumanEsophagusESCC2.93e-154.02e-010.1149
57834CYP4F11P30T-EHumanEsophagusESCC1.82e-532.33e+000.137
57834CYP4F11P31T-EHumanEsophagusESCC2.13e-275.44e-010.1251
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗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:19016614EsophagusHGINquinone metabolic process13/258740/187232.04e-032.13e-0213
GO:190166112EsophagusESCCquinone metabolic process34/855240/187233.00e-074.27e-0634
GO:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
GO:00067661EsophagusESCCvitamin metabolic process67/8552106/187232.03e-041.28e-0367
GO:00160538EsophagusESCCorganic acid biosynthetic process175/8552316/187233.04e-041.82e-03175
GO:00723297EsophagusESCCmonocarboxylic acid catabolic process74/8552122/187236.03e-043.27e-0374
GO:00421805EsophagusESCCcellular ketone metabolic process120/8552211/187236.70e-043.55e-03120
GO:00442827EsophagusESCCsmall molecule catabolic process201/8552376/187231.35e-036.41e-03201
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
GO:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:19016613Oral cavityOSCCquinone metabolic process32/730540/187231.40e-072.34e-0632
GO:00421804Oral cavityOSCCcellular ketone metabolic process111/7305211/187233.94e-053.45e-04111
GO:00160537Oral cavityOSCCorganic acid biosynthetic process155/7305316/187231.64e-041.13e-03155
GO:00463947Oral cavityOSCCcarboxylic acid biosynthetic process154/7305314/187231.73e-041.19e-03154
GO:00066317Oral cavityOSCCfatty acid metabolic process186/7305390/187232.65e-041.69e-03186
GO:00723296Oral cavityOSCCmonocarboxylic acid catabolic process66/7305122/187235.02e-042.95e-0366
GO:005087819Oral cavityOSCCregulation of body fluid levels179/7305379/187236.19e-043.50e-03179
GO:00442826Oral cavityOSCCsmall molecule catabolic process174/7305376/187232.25e-031.00e-02174
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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
CYP4F11SNVMissense_Mutationc.372N>Gp.Phe124Leup.F124LQ9HBI6protein_codingtolerated(0.11)benign(0.12)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CYP4F11SNVMissense_Mutationc.718N>Gp.Leu240Valp.L240VQ9HBI6protein_codingtolerated(0.41)benign(0.291)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
CYP4F11SNVMissense_Mutationrs771510465c.445N>Tp.Arg149Trpp.R149WQ9HBI6protein_codingdeleterious(0)possibly_damaging(0.555)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CYP4F11SNVMissense_Mutationc.745N>Gp.Leu249Valp.L249VQ9HBI6protein_codingdeleterious(0.01)possibly_damaging(0.603)TCGA-BH-A0B5-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinCR
CYP4F11SNVMissense_Mutationnovelc.922N>Ap.Glu308Lysp.E308KQ9HBI6protein_codingdeleterious(0.04)benign(0.327)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CYP4F11SNVMissense_Mutationrs765039646c.559G>Ap.Ala187Thrp.A187TQ9HBI6protein_codingtolerated(1)benign(0.006)TCGA-D8-A142-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidSD
CYP4F11SNVMissense_Mutationc.251N>Gp.Tyr84Cysp.Y84CQ9HBI6protein_codingdeleterious(0.02)benign(0.164)TCGA-E9-A1R0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CYP4F11SNVMissense_Mutationc.946G>Ap.Glu316Lysp.E316KQ9HBI6protein_codingtolerated(0.11)benign(0.181)TCGA-EK-A2PL-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CYP4F11SNVMissense_Mutationrs376221111c.1030N>Tp.Leu344Phep.L344FQ9HBI6protein_codingdeleterious(0.01)probably_damaging(0.99)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CYP4F11SNVMissense_Mutationc.1045G>Ap.Glu349Lysp.E349KQ9HBI6protein_codingdeleterious(0.01)benign(0.35)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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
57834CYP4F11DRUGGABLE GENOME, ENZYME, CYTOCHROME P450warfarinWARFARIN28620303
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