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: MPPED2

Gene summary for MPPED2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MPPED2

Gene ID

744

Gene namemetallophosphoesterase domain containing 2
Gene Alias239FB
Cytomap11p14.1
Gene Typeprotein-coding
GO ID

GO:0000166

UniProtAcc

Q15777


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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
744MPPED2AEH-subject1HumanEndometriumAEH9.73e-083.89e-01-0.3059
744MPPED2AEH-subject3HumanEndometriumAEH1.90e-135.10e-01-0.2576
744MPPED2AEH-subject4HumanEndometriumAEH4.11e-135.86e-01-0.2657
744MPPED2AEH-subject5HumanEndometriumAEH5.50e-439.05e-01-0.2953
744MPPED2EEC-subject2HumanEndometriumEEC3.33e-022.82e-01-0.2607
744MPPED2EEC-subject3HumanEndometriumEEC7.36e-03-1.84e-01-0.2525
744MPPED2EEC-subject4HumanEndometriumEEC5.70e-043.16e-01-0.2571
744MPPED2EEC-subject5HumanEndometriumEEC2.81e-053.70e-01-0.249
744MPPED2GSM5276934HumanEndometriumEEC4.08e-05-2.54e-01-0.0913
744MPPED2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.28e-089.96e-02-0.1917
744MPPED2HCC1HumanLiverHCC1.18e-061.87e+000.5336
744MPPED2HCC2HumanLiverHCC4.66e-046.98e-010.5341
744MPPED2S014HumanLiverHCC1.34e-135.26e-010.2254
744MPPED2S015HumanLiverHCC7.91e-135.45e-010.2375
744MPPED2S016HumanLiverHCC3.16e-195.77e-010.2243
744MPPED2GSM5252130_BPH340PrGF_ViaHumanProstateBPH2.12e-02-1.51e-01-0.1972
744MPPED2047563_1562-all-cellsHumanProstateBPH1.12e-04-1.22e-010.0791
744MPPED2052095_1628-all-cellsHumanProstateBPH1.13e-033.08e-010.1032
744MPPED2Dong_P1HumanProstateTumor1.24e-05-1.03e-010.035
744MPPED2Dong_P3HumanProstateTumor6.28e-263.67e-010.0278
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
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
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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
MPPED2SNVMissense_Mutationrs749984720c.314N>Cp.Asn105Thrp.N105TQ15777protein_codingtolerated(0.75)benign(0)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
MPPED2SNVMissense_Mutationc.385G>Ap.Asp129Asnp.D129NQ15777protein_codingtolerated(0.27)possibly_damaging(0.616)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MPPED2SNVMissense_Mutationnovelc.326N>Gp.Glu109Glyp.E109GQ15777protein_codingtolerated(0.07)benign(0.031)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MPPED2SNVMissense_Mutationrs749984720c.314N>Cp.Asn105Thrp.N105TQ15777protein_codingtolerated(0.75)benign(0)TCGA-C8-A1HO-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
MPPED2SNVMissense_Mutationrs370487633c.784G>Ap.Asp262Asnp.D262NQ15777protein_codingdeleterious(0.03)possibly_damaging(0.557)TCGA-E2-A1AZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
MPPED2SNVMissense_Mutationnovelc.272N>Ap.Gly91Glup.G91EQ15777protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-OL-A5D6-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MPPED2insertionFrame_Shift_Insnovelc.129_130insTp.Val44CysfsTer7p.V44Cfs*7Q15777protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
MPPED2insertionFrame_Shift_Insnovelc.149_150insGTp.Asp50GlufsTer55p.D50Efs*55Q15777protein_codingTCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MPPED2SNVMissense_Mutationc.389N>Cp.Leu130Prop.L130PQ15777protein_codingtolerated(0.07)probably_damaging(1)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MPPED2SNVMissense_Mutationc.559G>Tp.Gly187Cysp.G187CQ15777protein_codingdeleterious(0)probably_damaging(0.965)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=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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