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: GRM8

Gene summary for GRM8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GRM8

Gene ID

2918

Gene nameglutamate metabotropic receptor 8
Gene AliasGLUR8
Cytomap7q31.33
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

O00222


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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
2918GRM8HTA11_1938_2000001011HumanColorectumAD1.15e-036.54e-01-0.0811
2918GRM8HTA11_78_2000001011HumanColorectumAD9.09e-058.37e-01-0.1088
2918GRM8HTA11_866_2000001011HumanColorectumAD2.85e-024.24e-01-0.1001
2918GRM8HTA11_7696_3000711011HumanColorectumAD3.87e-054.38e-010.0674
2918GRM8HTA11_6818_2000001011HumanColorectumAD6.59e-091.13e+000.0112
2918GRM8HTA11_6818_2000001021HumanColorectumAD1.25e-251.50e+000.0588
2918GRM8HTA11_99999965104_69814HumanColorectumMSS2.65e-181.60e+000.281
2918GRM8A002-C-010HumanColorectumFAP2.99e-085.97e-010.242
2918GRM8A001-C-207HumanColorectumFAP1.32e-117.95e-010.1278
2918GRM8A015-C-204HumanColorectumFAP6.52e-045.19e-01-0.0228
2918GRM8A002-C-203HumanColorectumFAP2.36e-074.76e-010.2786
2918GRM8A001-C-108HumanColorectumFAP6.60e-075.24e-01-0.0272
2918GRM8A001-C-104HumanColorectumFAP8.00e-238.57e-010.0184
2918GRM8A015-C-106HumanColorectumFAP3.63e-136.75e-01-0.0511
2918GRM8A015-C-104HumanColorectumFAP1.14e-02-5.67e-02-0.1899
2918GRM8A015-C-202HumanColorectumFAP1.17e-116.09e-01-0.0849
2918GRM8A001-C-014HumanColorectumFAP8.86e-147.05e-010.0135
2918GRM8A002-C-016HumanColorectumFAP7.23e-032.56e-010.0521
2918GRM8A015-C-002HumanColorectumFAP6.03e-138.13e-01-0.0763
2918GRM8A001-C-203HumanColorectumFAP1.08e-044.89e-01-0.0481
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
GO:0050804ColorectumCRCmodulation of chemical synaptic transmission70/2078439/187231.15e-031.33e-0270
GO:0099177ColorectumCRCregulation of trans-synaptic signaling70/2078440/187231.23e-031.38e-0270
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04724ColorectumCRCGlutamatergic synapse24/1091115/84651.07e-024.74e-023.21e-0224
hsa047241ColorectumCRCGlutamatergic synapse24/1091115/84651.07e-024.74e-023.21e-0224
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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
GRM8SNVMissense_Mutationc.820N>Cp.Asn274Hisp.N274HO00222protein_codingtolerated(0.08)benign(0.078)TCGA-A1-A0SN-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyacSD
GRM8SNVMissense_Mutationnovelc.727N>Tp.Gly243Cysp.G243CO00222protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
GRM8SNVMissense_Mutationc.2533N>Tp.Pro845Serp.P845SO00222protein_codingdeleterious(0)probably_damaging(0.963)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
GRM8SNVMissense_Mutationc.1859A>Gp.Glu620Glyp.E620GO00222protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GRM8SNVMissense_Mutationc.2630N>Tp.Pro877Leup.P877LO00222protein_codingdeleterious(0)probably_damaging(0.945)TCGA-AN-A0XN-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
GRM8SNVMissense_Mutationrs148553836c.1697N>Ap.Arg566Hisp.R566HO00222protein_codingtolerated(0.38)benign(0.02)TCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
GRM8SNVMissense_Mutationnovelc.2413N>Tp.Ala805Serp.A805SO00222protein_codingtolerated(0.69)benign(0.006)TCGA-E9-A2JS-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidePD
GRM8insertionNonsense_Mutationnovelc.1220_1221insCCATATCTCTACGTAGTCp.Asp407_Ala408insHisIleSerThrTerSerp.D407_A408insHIST*SO00222protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GRM8SNVMissense_Mutationrs553795874c.1141N>Gp.Ile381Valp.I381VO00222protein_codingtolerated(0.68)benign(0.006)TCGA-DS-A0VN-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
GRM8SNVMissense_Mutationrs767201811c.1855C>Tp.Arg619Cysp.R619CO00222protein_codingdeleterious(0)probably_damaging(1)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<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
2918GRM8G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135650554EGLUMEGAD
2918GRM8G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonist135650552
2918GRM8G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEallosteric modulator178102837
2918GRM8G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135651136
2918GRM8G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEallosteric modulator381744920
2918GRM8G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135650507
2918GRM8G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135651511
2918GRM8G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135650159
2918GRM8G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135651501
2918GRM8G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonist135650510
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