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: GRM6

Gene summary for GRM6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GRM6

Gene ID

2916

Gene nameglutamate metabotropic receptor 6
Gene AliasCSNB1B
Cytomap5q35.3
Gene Typeprotein-coding
GO ID

GO:0001654

UniProtAcc

O15303


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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
2916GRM6HCC1HumanLiverHCC1.78e-038.39e-010.5336
2916GRM6HCC2HumanLiverHCC4.50e-191.21e+000.5341
2916GRM6HCC5HumanLiverHCC1.15e-188.83e-010.4932
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00093146LiverHCCresponse to radiation223/7958456/187233.08e-031.43e-02223
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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
GRM6SNVMissense_Mutationc.2308N>Tp.Ile770Phep.I770FO15303protein_codingtolerated(0.68)benign(0.035)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
GRM6SNVMissense_Mutationrs140271739c.1856N>Tp.Ser619Leup.S619LO15303protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GRM6SNVMissense_Mutationrs751541548c.1072N>Ap.Ala358Thrp.A358TO15303protein_codingtolerated(0.16)benign(0.036)TCGA-AO-A1KT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyfluorouracilSD
GRM6SNVMissense_Mutationrs147576667c.1315N>Tp.Arg439Trpp.R439WO15303protein_codingdeleterious(0)possibly_damaging(0.892)TCGA-AR-A1AN-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
GRM6SNVMissense_Mutationc.847N>Cp.Asp283Hisp.D283HO15303protein_codingdeleterious(0.01)possibly_damaging(0.562)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
GRM6SNVMissense_Mutationrs554347703c.2030N>Ap.Arg677Hisp.R677HO15303protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1JG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GRM6SNVMissense_Mutationrs759501962c.1411N>Ap.Asp471Asnp.D471NO15303protein_codingtolerated(0.53)benign(0.037)TCGA-E2-A150-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GRM6SNVMissense_Mutationrs367739086c.1942N>Ap.Ala648Thrp.A648TO15303protein_codingtolerated(0.3)benign(0.014)TCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
GRM6insertionFrame_Shift_Insnovelc.2621_2622insTTGTGCCp.Glu874AspfsTer57p.E874Dfs*57O15303protein_codingTCGA-A2-A0EM-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
GRM6insertionIn_Frame_Insnovelc.2620_2621insTGAGCTGTGp.Ala873_Glu874insValSerCysp.A873_E874insVSCO15303protein_codingTCGA-A2-A0EM-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
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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
2916GRM6DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORantagonist135651172
2916GRM6DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135650510
2916GRM6DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135650421
2916GRM6DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135650554EGLUMEGAD
2916GRM6DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist178100385
2916GRM6DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135650423
2916GRM6DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135651501
2916GRM6DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135649666
2916GRM6DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135651511
2916GRM6DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTORagonist135650556
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