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: PEX11B

Gene summary for PEX11B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PEX11B

Gene ID

8799

Gene nameperoxisomal biogenesis factor 11 beta
Gene AliasPEX11-BETA
Cytomap1q21.1
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

O96011


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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
8799PEX11BLZE4THumanEsophagusESCC7.81e-041.67e-010.0811
8799PEX11BLZE7THumanEsophagusESCC1.20e-022.72e-010.0667
8799PEX11BLZE8THumanEsophagusESCC1.17e-021.77e-010.067
8799PEX11BLZE20THumanEsophagusESCC3.21e-041.84e-010.0662
8799PEX11BLZE22D1HumanEsophagusHGIN3.07e-021.74e-010.0595
8799PEX11BLZE22THumanEsophagusESCC1.02e-054.93e-010.068
8799PEX11BLZE24THumanEsophagusESCC1.46e-155.26e-010.0596
8799PEX11BLZE6THumanEsophagusESCC1.17e-021.59e-010.0845
8799PEX11BP1T-EHumanEsophagusESCC5.93e-074.18e-010.0875
8799PEX11BP2T-EHumanEsophagusESCC2.97e-284.50e-010.1177
8799PEX11BP4T-EHumanEsophagusESCC1.96e-143.70e-010.1323
8799PEX11BP5T-EHumanEsophagusESCC2.63e-132.39e-010.1327
8799PEX11BP8T-EHumanEsophagusESCC2.54e-193.44e-010.0889
8799PEX11BP9T-EHumanEsophagusESCC1.04e-143.90e-010.1131
8799PEX11BP10T-EHumanEsophagusESCC5.99e-193.46e-010.116
8799PEX11BP11T-EHumanEsophagusESCC1.31e-125.16e-010.1426
8799PEX11BP12T-EHumanEsophagusESCC4.37e-203.76e-010.1122
8799PEX11BP15T-EHumanEsophagusESCC2.15e-214.85e-010.1149
8799PEX11BP16T-EHumanEsophagusESCC1.83e-203.54e-010.1153
8799PEX11BP17T-EHumanEsophagusESCC3.98e-042.84e-010.1278
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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
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
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:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:003253520EsophagusESCCregulation of cellular component size227/8552383/187234.77e-088.60e-07227
GO:003253512LiverCirrhoticregulation of cellular component size135/4634383/187232.32e-064.26e-05135
GO:003253522LiverHCCregulation of cellular component size217/7958383/187231.28e-083.14e-07217
GO:0048285LiverHCCorganelle fission254/7958488/187231.07e-051.23e-04254
GO:0007031LiverHCCperoxisome organization23/795836/187237.85e-033.11e-0223
GO:00482852Oral cavityOSCCorganelle fission265/7305488/187233.22e-121.27e-10265
GO:003253519Oral cavityOSCCregulation of cellular component size201/7305383/187234.80e-088.88e-07201
GO:00070312Oral cavityOSCCperoxisome organization23/730536/187232.19e-039.95e-0323
GO:0032535110Oral cavityLPregulation of cellular component size128/4623383/187236.56e-058.80e-04128
GO:00070311Oral cavityLPperoxisome organization17/462336/187232.74e-031.92e-0217
GO:004828511Oral cavityLPorganelle fission145/4623488/187236.02e-033.57e-02145
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041467EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa0414612EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa041464LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
hsa041465LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
hsa041466Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
hsa0414611Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
hsa0414621Oral cavityLPPeroxisome33/241882/84651.48e-024.69e-023.03e-0233
hsa0414631Oral cavityLPPeroxisome33/241882/84651.48e-024.69e-023.03e-0233
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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
PEX11BSNVMissense_Mutationc.436N>Gp.Met146Valp.M146VO96011protein_codingdeleterious(0.03)benign(0.081)TCGA-A2-A0ST-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PEX11BSNVMissense_Mutationc.175C>Gp.Leu59Valp.L59VO96011protein_codingdeleterious(0.01)possibly_damaging(0.629)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PEX11BSNVMissense_Mutationc.649G>Tp.Asp217Tyrp.D217YO96011protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PEX11BSNVMissense_Mutationc.292G>Ap.Ala98Thrp.A98TO96011protein_codingtolerated(0.17)benign(0.223)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PEX11BSNVMissense_Mutationnovelc.724N>Cp.Ser242Prop.S242PO96011protein_codingdeleterious(0)possibly_damaging(0.856)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PEX11BSNVMissense_Mutationc.340N>Ap.Val114Metp.V114MO96011protein_codingtolerated(0.13)possibly_damaging(0.744)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PEX11BSNVMissense_Mutationnovelc.500N>Ap.Gly167Glup.G167EO96011protein_codingtolerated(0.99)possibly_damaging(0.741)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PEX11BSNVMissense_Mutationnovelc.469C>Ap.Leu157Metp.L157MO96011protein_codingtolerated(0.14)benign(0.001)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PEX11BSNVMissense_Mutationnovelc.235N>Ap.Asp79Asnp.D79NO96011protein_codingdeleterious(0.02)probably_damaging(0.944)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
PEX11BSNVMissense_Mutationc.649N>Ap.Asp217Asnp.D217NO96011protein_codingdeleterious(0)possibly_damaging(0.874)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<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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