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: MPZ

Gene summary for MPZ

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MPZ

Gene ID

4359

Gene namemyelin protein zero
Gene AliasCHM
Cytomap1q23.3
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

P25189


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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
4359MPZP8T-EHumanEsophagusESCC3.50e-021.60e-010.0889
4359MPZP16T-EHumanEsophagusESCC4.24e-189.39e-010.1153
4359MPZP49T-EHumanEsophagusESCC7.48e-033.12e-010.1768
4359MPZP56T-EHumanEsophagusESCC5.84e-103.03e+000.1613
4359MPZP76T-EHumanEsophagusESCC2.05e-075.05e-010.1207
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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
∗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:00425524EsophagusESCCmyelination85/8552134/187232.51e-052.13e-0485
GO:00072724EsophagusESCCensheathment of neurons86/8552136/187232.68e-052.24e-0486
GO:00083664EsophagusESCCaxon ensheathment86/8552136/187232.68e-052.24e-0486
GO:00301984EsophagusESCCextracellular matrix organization171/8552301/187236.08e-054.67e-04171
GO:00430624EsophagusESCCextracellular structure organization171/8552302/187237.73e-055.76e-04171
GO:00452294EsophagusESCCexternal encapsulating structure organization172/8552304/187237.80e-055.80e-04172
GO:00423033EsophagusESCCmolting cycle64/8552107/187232.24e-039.85e-0364
GO:00426333EsophagusESCChair cycle64/8552107/187232.24e-039.85e-0364
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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
MPZL1MPZL1MPZL1_MPZL1MPZBreastADJ
MPZL1MPZL1MPZL1_MPZL1MPZBreastDCIS
MPZL1MPZL1MPZL1_MPZL1MPZBreastHealthy
MPZL1MPZL1MPZL1_MPZL1MPZBreastIDC
MPZL1MPZL1MPZL1_MPZL1MPZBreastPrecancer
MPZL1MPZL1MPZL1_MPZL1MPZCervixADJ
MPZL1MPZL1MPZL1_MPZL1MPZCervixCC
MPZL1MPZL1MPZL1_MPZL1MPZCervixHealthy
MPZL1MPZL1MPZL1_MPZL1MPZCervixPrecancer
MPZL1MPZL1MPZL1_MPZL1MPZCRCADJ
MPZL1MPZL1MPZL1_MPZL1MPZCRCHealthy
MPZL1MPZL1MPZL1_MPZL1MPZCRCMSI-H
MPZL1MPZL1MPZL1_MPZL1MPZCRCMSS
MPZL1MPZL1MPZL1_MPZL1MPZCRCSER
MPZL1MPZL1MPZL1_MPZL1MPZEndometriumADJ
MPZL1MPZL1MPZL1_MPZL1MPZEndometriumAEH
MPZL1MPZL1MPZL1_MPZL1MPZEndometriumEEC
MPZL1MPZL1MPZL1_MPZL1MPZEndometriumHealthy
MPZMPZL1MPZ_MPZL1MPZEsophagusESCC
MPZMPZMPZ_MPZMPZEsophagusESCC
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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
MPZSNVMissense_Mutationc.227N>Tp.Ala76Valp.A76VP25189protein_codingtolerated(0.32)benign(0.081)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MPZSNVMissense_Mutationnovelc.496N>Ap.Leu166Ilep.L166IP25189protein_codingtolerated(0.08)benign(0.01)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MPZSNVMissense_Mutationrs121913589c.293G>Ap.Arg98Hisp.R98HP25189protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MPZSNVMissense_Mutationnovelc.76N>Tp.Pro26Serp.P26SP25189protein_codingtolerated(0.16)benign(0.017)TCGA-AZ-6605-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfolfoxSD
MPZSNVMissense_Mutationnovelc.280N>Gp.Thr94Alap.T94AP25189protein_codingtolerated(0.29)benign(0)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
MPZSNVMissense_Mutationc.86C>Tp.Ala29Valp.A29VP25189protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MPZSNVMissense_Mutationrs775916243c.466N>Ap.Val156Ilep.V156IP25189protein_codingdeleterious(0.04)benign(0.017)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MPZSNVMissense_Mutationc.427A>Gp.Thr143Alap.T143AP25189protein_codingtolerated(0.12)benign(0.057)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MPZSNVMissense_Mutationrs573007540c.211N>Ap.Glu71Lysp.E71KP25189protein_codingdeleterious(0.01)possibly_damaging(0.762)TCGA-55-A48Y-01Lunglung adenocarcinomaMale>=65I/IIChemotherapycarboplatinCR
MPZSNVMissense_Mutationc.346N>Gp.Asn116Aspp.N116DP25189protein_codingtolerated(0.07)benign(0.353)TCGA-CN-A6V6-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapycisplatinCR
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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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