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: MPZL1

Gene summary for MPZL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MPZL1

Gene ID

9019

Gene namemyelin protein zero like 1
Gene AliasMPZL1b
Cytomap1q24.2
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

O95297


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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
9019MPZL1CA_HPV_3HumanCervixCC9.66e-041.37e-010.0414
9019MPZL1CCI_1HumanCervixCC1.67e-078.43e-010.528
9019MPZL1CCI_2HumanCervixCC1.96e-025.98e-010.5249
9019MPZL1TumorHumanCervixCC1.79e-113.18e-010.1241
9019MPZL1sample3HumanCervixCC1.63e-112.92e-010.1387
9019MPZL1T3HumanCervixCC2.39e-082.91e-010.1389
9019MPZL1HTA11_3410_2000001011HumanColorectumAD2.52e-04-3.51e-010.0155
9019MPZL1HTA11_347_2000001011HumanColorectumAD8.91e-043.53e-01-0.1954
9019MPZL1HTA11_99999974143_84620HumanColorectumMSS5.96e-06-2.75e-010.3005
9019MPZL1F007HumanColorectumFAP7.34e-03-2.64e-010.1176
9019MPZL1A001-C-207HumanColorectumFAP2.71e-05-3.31e-010.1278
9019MPZL1A015-C-203HumanColorectumFAP1.68e-27-4.68e-01-0.1294
9019MPZL1A015-C-204HumanColorectumFAP1.11e-04-2.38e-01-0.0228
9019MPZL1A014-C-040HumanColorectumFAP1.27e-03-4.79e-01-0.1184
9019MPZL1A002-C-201HumanColorectumFAP1.72e-17-4.79e-010.0324
9019MPZL1A002-C-203HumanColorectumFAP2.64e-08-2.57e-010.2786
9019MPZL1A001-C-119HumanColorectumFAP4.12e-12-5.62e-01-0.1557
9019MPZL1A001-C-108HumanColorectumFAP7.97e-16-4.17e-01-0.0272
9019MPZL1A002-C-205HumanColorectumFAP2.43e-25-5.33e-01-0.1236
9019MPZL1A001-C-104HumanColorectumFAP2.19e-07-2.71e-010.0184
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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
hsa045147CervixCCCell adhesion molecules36/1267157/84654.94e-031.67e-029.86e-0336
hsa0451412CervixCCCell adhesion molecules36/1267157/84654.94e-031.67e-029.86e-0336
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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
MPZL1MPZL1MPZL1_MPZL1MPZEsophagusESCC
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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
MPZL1SNVMissense_Mutationrs146968580c.202N>Ap.Gly68Argp.G68RO95297protein_codingtolerated(0.23)benign(0)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MPZL1SNVMissense_Mutationnovelc.142N>Cp.Val48Leup.V48LO95297protein_codingdeleterious(0.04)benign(0.387)TCGA-B6-A400-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MPZL1SNVMissense_Mutationrs779811233c.646C>Tp.Pro216Serp.P216SO95297protein_codingtolerated(0.05)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MPZL1SNVMissense_Mutationc.713N>Tp.Pro238Leup.P238LO95297protein_codingtolerated(0.07)probably_damaging(0.996)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MPZL1SNVMissense_Mutationnovelc.703C>Tp.His235Tyrp.H235YO95297protein_codingtolerated(0.78)benign(0.342)TCGA-IR-A3LF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MPZL1SNVMissense_Mutationrs367767112c.463N>Ap.Val155Ilep.V155IO95297protein_codingdeleterious(0.03)benign(0.005)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
MPZL1SNVMissense_Mutationc.364N>Gp.Ile122Valp.I122VO95297protein_codingtolerated(0.23)benign(0.426)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MPZL1SNVMissense_Mutationnovelc.391G>Ap.Gly131Serp.G131SO95297protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MPZL1SNVMissense_Mutationrs764835005c.232N>Tp.Pro78Serp.P78SO95297protein_codingtolerated(0.27)possibly_damaging(0.629)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
MPZL1SNVMissense_Mutationc.314N>Gp.Asp105Glyp.D105GO95297protein_codingtolerated(0.09)benign(0.027)TCGA-CA-6718-01Colorectumcolon 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
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