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: GPM6A

Gene summary for GPM6A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPM6A

Gene ID

2823

Gene nameglycoprotein M6A
Gene AliasGPM6
Cytomap4q34.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P51674


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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
2823GPM6ARNA-P25T1-P25T1-1HumanLungAIS3.13e-229.36e-01-0.2116
2823GPM6ARNA-P25T1-P25T1-2HumanLungAIS3.31e-089.00e-01-0.1941
2823GPM6ARNA-P25T1-P25T1-3HumanLungAIS2.39e-109.27e-01-0.2107
2823GPM6ARNA-P25T1-P25T1-4HumanLungAIS3.41e-158.31e-01-0.2119
2823GPM6AHTA12-26-1HumanPancreasPDAC1.03e-116.33e-010.3728
2823GPM6AHTA12-29-1HumanPancreasPDAC1.61e-186.01e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:003432912LungAIScell junction assembly84/1849420/187232.16e-105.71e-0884
GO:012003213LungAISregulation of plasma membrane bounded cell projection assembly37/1849186/187232.67e-058.60e-0437
GO:006049113LungAISregulation of cell projection assembly37/1849188/187233.41e-051.05e-0337
GO:004886312LungAISstem cell differentiation39/1849206/187235.25e-051.51e-0339
GO:003134612LungAISpositive regulation of cell projection organization57/1849353/187231.38e-043.05e-0357
GO:005080811LungAISsynapse organization63/1849426/187237.39e-041.07e-0263
GO:00468471LungAISfilopodium assembly14/184962/187232.46e-032.55e-0214
GO:0006816LungAIScalcium ion transport58/1849422/187236.08e-034.98e-0258
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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
GPM6ASNVMissense_Mutationrs747350726c.382N>Ap.Ala128Thrp.A128TP51674protein_codingtolerated(0.08)possibly_damaging(0.629)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GPM6AinsertionFrame_Shift_Insnovelc.502_503insATGAACAAACTATATTTp.Val168AspfsTer22p.V168Dfs*22P51674protein_codingTCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
GPM6ASNVMissense_Mutationc.658N>Ap.Gly220Argp.G220RP51674protein_codingdeleterious(0)possibly_damaging(0.877)TCGA-BI-A0VR-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
GPM6ASNVMissense_Mutationc.817N>Tp.Arg273Trpp.R273WP51674protein_codingdeleterious(0.02)probably_damaging(0.99)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GPM6ASNVMissense_Mutationc.185N>Cp.Phe62Serp.F62SP51674protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GPM6ASNVMissense_Mutationnovelc.517N>Ap.Leu173Ilep.L173IP51674protein_codingtolerated(0.62)probably_damaging(0.994)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
GPM6ASNVMissense_Mutationnovelc.9N>Tp.Glu3Aspp.E3DP51674protein_codingtolerated_low_confidence(0.14)benign(0.048)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
GPM6ASNVMissense_Mutationrs116256200c.806G>Ap.Arg269Hisp.R269HP51674protein_codingdeleterious(0.01)probably_damaging(0.987)TCGA-QG-A5YV-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaCR
GPM6ASNVMissense_Mutationc.540T>Ap.Phe180Leup.F180LP51674protein_codingtolerated(0.05)benign(0.06)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
GPM6ASNVMissense_Mutationnovelc.9N>Tp.Glu3Aspp.E3DP51674protein_codingtolerated_low_confidence(0.14)benign(0.048)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<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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