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: PXMP2

Gene summary for PXMP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PXMP2

Gene ID

5827

Gene nameperoxisomal membrane protein 2
Gene AliasMPV17L3
Cytomap12q24.33
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q9NR77


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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
5827PXMP2P26T-EHumanEsophagusESCC4.10e-274.97e-010.1276
5827PXMP2P27T-EHumanEsophagusESCC9.14e-507.95e-010.1055
5827PXMP2P28T-EHumanEsophagusESCC1.48e-082.27e-010.1149
5827PXMP2P30T-EHumanEsophagusESCC3.25e-124.76e-010.137
5827PXMP2P31T-EHumanEsophagusESCC1.43e-367.20e-010.1251
5827PXMP2P32T-EHumanEsophagusESCC1.74e-193.86e-010.1666
5827PXMP2P36T-EHumanEsophagusESCC7.56e-143.88e-010.1187
5827PXMP2P37T-EHumanEsophagusESCC4.26e-275.94e-010.1371
5827PXMP2P38T-EHumanEsophagusESCC1.60e-042.58e-010.127
5827PXMP2P39T-EHumanEsophagusESCC4.30e-101.99e-010.0894
5827PXMP2P40T-EHumanEsophagusESCC5.44e-092.80e-010.109
5827PXMP2P42T-EHumanEsophagusESCC7.29e-184.52e-010.1175
5827PXMP2P44T-EHumanEsophagusESCC8.11e-072.78e-010.1096
5827PXMP2P47T-EHumanEsophagusESCC6.62e-203.57e-010.1067
5827PXMP2P48T-EHumanEsophagusESCC8.56e-122.35e-010.0959
5827PXMP2P49T-EHumanEsophagusESCC3.27e-075.53e-010.1768
5827PXMP2P52T-EHumanEsophagusESCC6.36e-336.89e-010.1555
5827PXMP2P54T-EHumanEsophagusESCC4.33e-153.70e-010.0975
5827PXMP2P56T-EHumanEsophagusESCC4.36e-036.53e-010.1613
5827PXMP2P57T-EHumanEsophagusESCC2.26e-162.92e-010.0926
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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
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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
hsa041462LiverCirrhoticPeroxisome36/253082/84654.79e-031.74e-021.07e-0236
hsa041463LiverCirrhoticPeroxisome36/253082/84654.79e-031.74e-021.07e-0236
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
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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
PXMP2SNVMissense_Mutationnovelc.171N>Tp.Lys57Asnp.K57NQ9NR77protein_codingtolerated(0.05)benign(0.17)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PXMP2SNVMissense_Mutationc.267C>Gp.Phe89Leup.F89LQ9NR77protein_codingtolerated(0.18)benign(0.005)TCGA-MY-A5BE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PXMP2SNVMissense_Mutationrs746666562c.346G>Ap.Val116Ilep.V116IQ9NR77protein_codingtolerated(1)benign(0.001)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PXMP2SNVMissense_Mutationrs765325030c.340N>Tp.Arg114Cysp.R114CQ9NR77protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
PXMP2SNVMissense_Mutationc.562G>Ap.Ala188Thrp.A188TQ9NR77protein_codingtolerated(0.44)benign(0.027)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
PXMP2SNVMissense_Mutationrs200781916c.176N>Ap.Arg59Glnp.R59QQ9NR77protein_codingtolerated(0.51)benign(0.005)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PXMP2deletionFrame_Shift_Delnovelc.178delNp.Glu62LysfsTer12p.E62Kfs*12Q9NR77protein_codingTCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
PXMP2SNVMissense_Mutationrs746666562c.346G>Ap.Val116Ilep.V116IQ9NR77protein_codingtolerated(1)benign(0.001)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PXMP2SNVMissense_Mutationrs201360859c.421G>Ap.Ala141Thrp.A141TQ9NR77protein_codingtolerated(0.49)benign(0.143)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PXMP2SNVMissense_Mutationnovelc.356N>Ap.Pro119Glnp.P119QQ9NR77protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A0LS-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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