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: PLPP6

Gene summary for PLPP6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLPP6

Gene ID

403313

Gene namephospholipid phosphatase 6
Gene AliasPDP1
Cytomap9p24.1
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

Q8IY26


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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
403313PLPP6LZE24THumanEsophagusESCC6.25e-061.75e-010.0596
403313PLPP6P2T-EHumanEsophagusESCC2.02e-061.51e-010.1177
403313PLPP6P4T-EHumanEsophagusESCC5.44e-091.40e-010.1323
403313PLPP6P8T-EHumanEsophagusESCC3.97e-041.01e-010.0889
403313PLPP6P9T-EHumanEsophagusESCC1.46e-061.19e-010.1131
403313PLPP6P10T-EHumanEsophagusESCC3.75e-037.60e-020.116
403313PLPP6P12T-EHumanEsophagusESCC1.66e-028.77e-020.1122
403313PLPP6P15T-EHumanEsophagusESCC1.33e-026.57e-020.1149
403313PLPP6P16T-EHumanEsophagusESCC1.88e-049.65e-020.1153
403313PLPP6P20T-EHumanEsophagusESCC2.59e-037.90e-020.1124
403313PLPP6P23T-EHumanEsophagusESCC5.73e-061.47e-010.108
403313PLPP6P24T-EHumanEsophagusESCC1.92e-378.71e-010.1287
403313PLPP6P26T-EHumanEsophagusESCC9.44e-071.57e-010.1276
403313PLPP6P30T-EHumanEsophagusESCC1.79e-062.20e-010.137
403313PLPP6P32T-EHumanEsophagusESCC4.41e-071.49e-010.1666
403313PLPP6P37T-EHumanEsophagusESCC3.68e-049.89e-020.1371
403313PLPP6P40T-EHumanEsophagusESCC9.15e-081.83e-010.109
403313PLPP6P47T-EHumanEsophagusESCC3.50e-027.19e-020.1067
403313PLPP6P52T-EHumanEsophagusESCC3.50e-025.85e-020.1555
403313PLPP6P57T-EHumanEsophagusESCC3.50e-028.67e-020.0926
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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
∗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:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00161263EsophagusESCCsterol biosynthetic process46/855264/187231.91e-051.67e-0446
GO:00066953EsophagusESCCcholesterol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:19026533EsophagusESCCsecondary alcohol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:19026524EsophagusESCCsecondary alcohol metabolic process87/8552147/187236.58e-043.50e-0387
GO:00461653EsophagusESCCalcohol biosynthetic process83/8552140/187238.04e-044.16e-0383
GO:00066946EsophagusESCCsteroid biosynthetic process98/8552173/187232.34e-031.03e-0298
GO:00082034EsophagusESCCcholesterol metabolic process79/8552137/187233.11e-031.29e-0279
GO:00161254EsophagusESCCsterol metabolic process86/8552152/187234.37e-031.73e-0286
GO:00302586EsophagusESCClipid modification116/8552212/187234.90e-031.89e-02116
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
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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
PLPP6insertionIn_Frame_Insnovelc.800_801insCTCGGTGGACAAGTACTCCTTCCCCTCp.Leu267_Gly268insSerValAspLysTyrSerPheProSerp.L267_G268insSVDKYSFPSQ8IY26protein_codingTCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
PLPP6SNVMissense_Mutationnovelc.443T>Cp.Leu148Prop.L148PQ8IY26protein_codingtolerated(0.13)possibly_damaging(0.621)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PLPP6SNVMissense_Mutationc.593A>Gp.Asp198Glyp.D198GQ8IY26protein_codingtolerated(0.35)probably_damaging(0.999)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PLPP6SNVMissense_Mutationc.345N>Tp.Lys115Asnp.K115NQ8IY26protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PLPP6SNVMissense_Mutationc.584N>Gp.Asn195Serp.N195SQ8IY26protein_codingtolerated(0.1)probably_damaging(0.926)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
PLPP6SNVMissense_Mutationnovelc.394C>Tp.Pro132Serp.P132SQ8IY26protein_codingtolerated(0.43)possibly_damaging(0.469)TCGA-AX-A2HK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownPD
PLPP6SNVMissense_Mutationrs772266617c.865N>Cp.Phe289Leup.F289LQ8IY26protein_codingtolerated(0.2)benign(0.344)TCGA-BS-A0TA-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolPD
PLPP6SNVMissense_Mutationnovelc.778N>Ap.Asp260Asnp.D260NQ8IY26protein_codingdeleterious(0)probably_damaging(0.99)TCGA-DF-A2KV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PLPP6SNVMissense_Mutationnovelc.829T>Gp.Tyr277Aspp.Y277DQ8IY26protein_codingtolerated(0.13)probably_damaging(0.93)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PLPP6SNVMissense_Mutationnovelc.438N>Tp.Trp146Cysp.W146CQ8IY26protein_codingdeleterious(0)possibly_damaging(0.733)TCGA-2Y-A9GT-01Liverliver hepatocellular carcinomaMale<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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