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: MPP5

Gene summary for MPP5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MPP5

Gene ID

64398

Gene nameprotein associated with LIN7 1, MAGUK family member
Gene AliasMPP5
Cytomap14q23.3
Gene Typeprotein-coding
GO ID

GO:0002009

UniProtAcc

Q8N3R9


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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
64398MPP5LZE4THumanEsophagusESCC5.59e-042.33e-010.0811
64398MPP5LZE5THumanEsophagusESCC8.79e-043.65e-010.0514
64398MPP5LZE7THumanEsophagusESCC1.61e-041.38e-010.0667
64398MPP5LZE20THumanEsophagusESCC1.76e-062.06e-010.0662
64398MPP5LZE24THumanEsophagusESCC3.08e-082.42e-010.0596
64398MPP5P1T-EHumanEsophagusESCC1.08e-032.20e-010.0875
64398MPP5P2T-EHumanEsophagusESCC9.02e-102.12e-010.1177
64398MPP5P4T-EHumanEsophagusESCC1.92e-184.43e-010.1323
64398MPP5P5T-EHumanEsophagusESCC1.65e-059.67e-020.1327
64398MPP5P8T-EHumanEsophagusESCC7.73e-212.92e-010.0889
64398MPP5P9T-EHumanEsophagusESCC1.31e-058.05e-020.1131
64398MPP5P10T-EHumanEsophagusESCC1.20e-122.43e-010.116
64398MPP5P11T-EHumanEsophagusESCC2.90e-043.01e-010.1426
64398MPP5P12T-EHumanEsophagusESCC3.61e-122.31e-010.1122
64398MPP5P15T-EHumanEsophagusESCC8.16e-204.64e-010.1149
64398MPP5P16T-EHumanEsophagusESCC2.38e-091.32e-010.1153
64398MPP5P17T-EHumanEsophagusESCC1.50e-021.15e-010.1278
64398MPP5P19T-EHumanEsophagusESCC8.51e-042.07e-010.1662
64398MPP5P20T-EHumanEsophagusESCC1.99e-112.49e-010.1124
64398MPP5P21T-EHumanEsophagusESCC3.91e-071.88e-010.1617
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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
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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
MPP5SNVMissense_Mutationc.1816N>Tp.Arg606Trpp.R606WQ8N3R9protein_codingdeleterious(0)possibly_damaging(0.582)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MPP5SNVMissense_Mutationc.1363N>Cp.Asn455Hisp.N455HQ8N3R9protein_codingdeleterious(0.01)possibly_damaging(0.85)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MPP5SNVMissense_Mutationc.1816N>Gp.Arg606Glyp.R606GQ8N3R9protein_codingdeleterious(0)possibly_damaging(0.758)TCGA-E2-A1IH-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
MPP5SNVMissense_Mutationnovelc.1069G>Ap.Asp357Asnp.D357NQ8N3R9protein_codingdeleterious(0)possibly_damaging(0.591)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
MPP5SNVMissense_Mutationc.1507G>Cp.Glu503Glnp.E503QQ8N3R9protein_codingtolerated(0.09)benign(0.05)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
MPP5SNVMissense_Mutationrs771564286c.845N>Ap.Arg282Glnp.R282QQ8N3R9protein_codingdeleterious(0)probably_damaging(0.997)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
MPP5SNVMissense_Mutationrs778846917c.203N>Ap.Arg68Hisp.R68HQ8N3R9protein_codingdeleterious(0.01)possibly_damaging(0.77)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MPP5SNVMissense_Mutationrs767964224c.155N>Ap.Arg52Glnp.R52QQ8N3R9protein_codingtolerated(0.19)benign(0.289)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MPP5SNVMissense_Mutationrs749130375c.814N>Tp.Arg272Cysp.R272CQ8N3R9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
MPP5SNVMissense_Mutationnovelc.1890N>Cp.Glu630Aspp.E630DQ8N3R9protein_codingtolerated(0.22)possibly_damaging(0.631)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
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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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