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: GRIN2B

Gene summary for GRIN2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GRIN2B

Gene ID

2904

Gene nameglutamate ionotropic receptor NMDA type subunit 2B
Gene AliasDEE27
Cytomap12p13.1
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q13224


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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
2904GRIN2BHTA11_3410_2000001011HumanColorectumAD2.64e-277.11e-010.0155
2904GRIN2BHTA11_2951_2000001011HumanColorectumAD3.56e-066.49e-010.0216
2904GRIN2BHTA11_1938_2000001011HumanColorectumAD8.75e-251.12e+00-0.0811
2904GRIN2BHTA11_78_2000001011HumanColorectumAD1.91e-104.39e-01-0.1088
2904GRIN2BHTA11_1391_2000001011HumanColorectumAD1.85e-331.63e+00-0.059
2904GRIN2BHTA11_866_3004761011HumanColorectumAD5.04e-104.03e-010.096
2904GRIN2BHTA11_10711_2000001011HumanColorectumAD1.63e-126.57e-010.0338
2904GRIN2BHTA11_7696_3000711011HumanColorectumAD7.40e-541.23e+000.0674
2904GRIN2BHTA11_6818_2000001021HumanColorectumAD4.73e-218.55e-010.0588
2904GRIN2BHTA11_99999970781_79442HumanColorectumMSS1.60e-063.56e-010.294
2904GRIN2BHTA11_99999965062_69753HumanColorectumMSI-H1.30e-152.00e+000.3487
2904GRIN2BHTA11_99999965104_69814HumanColorectumMSS6.10e-188.26e-010.281
2904GRIN2BHTA11_99999971662_82457HumanColorectumMSS8.82e-309.04e-010.3859
2904GRIN2BHTA11_99999973899_84307HumanColorectumMSS3.51e-054.52e-010.2585
2904GRIN2BF007HumanColorectumFAP1.18e-301.19e+000.1176
2904GRIN2BA002-C-010HumanColorectumFAP4.58e-691.30e+000.242
2904GRIN2BA001-C-207HumanColorectumFAP1.71e-279.92e-010.1278
2904GRIN2BA015-C-203HumanColorectumFAP1.58e-034.64e-01-0.1294
2904GRIN2BA015-C-204HumanColorectumFAP2.97e-023.81e-01-0.0228
2904GRIN2BA002-C-201HumanColorectumFAP1.34e-197.87e-010.0324
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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
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:0045862ColorectumADpositive regulation of proteolysis129/3918372/187234.04e-103.46e-08129
GO:0070997ColorectumADneuron death114/3918361/187231.13e-063.72e-05114
GO:2000116ColorectumADregulation of cysteine-type endopeptidase activity79/3918235/187233.74e-061.03e-0479
GO:0052547ColorectumADregulation of peptidase activity137/3918461/187234.12e-061.12e-04137
GO:0010952ColorectumADpositive regulation of peptidase activity68/3918197/187236.30e-061.59e-0468
GO:1901214ColorectumADregulation of neuron death99/3918319/187231.26e-052.76e-0499
GO:0106027ColorectumADneuron projection organization36/391893/187236.58e-051.07e-0336
GO:0052548ColorectumADregulation of endopeptidase activity124/3918432/187236.58e-051.07e-03124
GO:0043954ColorectumADcellular component maintenance26/391861/187231.04e-041.56e-0326
GO:0010950ColorectumADpositive regulation of endopeptidase activity59/3918179/187231.11e-041.65e-0359
GO:0097061ColorectumADdendritic spine organization31/391884/187235.48e-045.83e-0331
GO:0031345ColorectumADnegative regulation of cell projection organization58/3918186/187236.37e-046.58e-0358
GO:2001056ColorectumADpositive regulation of cysteine-type endopeptidase activity47/3918148/187231.30e-031.14e-0247
GO:0099173ColorectumADpostsynapse organization51/3918168/187232.47e-031.90e-0251
GO:1901216ColorectumADpositive regulation of neuron death32/391897/187233.74e-032.63e-0232
GO:0097305ColorectumADresponse to alcohol71/3918253/187234.01e-032.80e-0271
GO:0050808ColorectumADsynapse organization112/3918426/187234.25e-032.92e-02112
GO:0050807ColorectumADregulation of synapse organization60/3918211/187235.67e-033.64e-0260
GO:0097062ColorectumADdendritic spine maintenance10/391821/187235.71e-033.64e-0210
GO:00458622ColorectumMSSpositive regulation of proteolysis119/3467372/187232.14e-102.09e-08119
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05010ColorectumADAlzheimer disease174/2092384/84651.82e-199.26e-185.91e-18174
hsa05016ColorectumADHuntington disease147/2092306/84651.93e-199.26e-185.91e-18147
hsa05020ColorectumADPrion disease133/2092273/84652.47e-188.29e-175.29e-17133
hsa05014ColorectumADAmyotrophic lateral sclerosis164/2092364/84654.28e-181.27e-168.09e-17164
hsa05022ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
hsa05017ColorectumADSpinocerebellar ataxia60/2092143/84653.78e-064.35e-052.78e-0560
hsa04015ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa04728ColorectumADDopaminergic synapse46/2092132/84655.55e-032.48e-021.58e-0246
hsa04720ColorectumADLong-term potentiation26/209267/84657.26e-032.97e-021.89e-0226
hsa050101ColorectumADAlzheimer disease174/2092384/84651.82e-199.26e-185.91e-18174
hsa050161ColorectumADHuntington disease147/2092306/84651.93e-199.26e-185.91e-18147
hsa050201ColorectumADPrion disease133/2092273/84652.47e-188.29e-175.29e-17133
hsa050141ColorectumADAmyotrophic lateral sclerosis164/2092364/84654.28e-181.27e-168.09e-17164
hsa050221ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
hsa050171ColorectumADSpinocerebellar ataxia60/2092143/84653.78e-064.35e-052.78e-0560
hsa040151ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa047281ColorectumADDopaminergic synapse46/2092132/84655.55e-032.48e-021.58e-0246
hsa047201ColorectumADLong-term potentiation26/209267/84657.26e-032.97e-021.89e-0226
hsa050104ColorectumMSSAlzheimer disease169/1875384/84651.21e-221.01e-206.21e-21169
hsa050164ColorectumMSSHuntington disease141/1875306/84652.90e-211.62e-199.92e-20141
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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
GRIN2BSNVMissense_Mutationnovelc.1778N>Cp.Arg593Thrp.R593TQ13224protein_codingdeleterious(0)benign(0.034)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
GRIN2BSNVMissense_Mutationrs772027875c.4203N>Ap.Ser1401Argp.S1401RQ13224protein_codingtolerated(0.22)benign(0.012)TCGA-A2-A1G0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
GRIN2BSNVMissense_Mutationc.1010N>Cp.Arg337Thrp.R337TQ13224protein_codingdeleterious(0)benign(0.398)TCGA-A8-A06Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GRIN2BSNVMissense_Mutationrs672601378c.1619N>Ap.Arg540Hisp.R540HQ13224protein_codingdeleterious(0)probably_damaging(0.956)TCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GRIN2BSNVMissense_Mutationnovelc.3791N>Cp.Asp1264Alap.D1264AQ13224protein_codingtolerated(0.69)benign(0.005)TCGA-AR-A1AP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
GRIN2BSNVMissense_Mutationc.2309N>Tp.Ser770Phep.S770FQ13224protein_codingdeleterious(0)probably_damaging(0.915)TCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
GRIN2BSNVMissense_Mutationc.2282G>Tp.Gly761Valp.G761VQ13224protein_codingdeleterious(0.01)probably_damaging(0.988)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
GRIN2BSNVMissense_Mutationc.1747G>Cp.Val583Leup.V583LQ13224protein_codingtolerated(0.21)benign(0.034)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
GRIN2BSNVMissense_Mutationc.3896G>Ap.Arg1299Hisp.R1299HQ13224protein_codingtolerated(0.11)benign(0.011)TCGA-D8-A13Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
GRIN2BSNVMissense_Mutationc.4021N>Cp.Glu1341Glnp.E1341QQ13224protein_codingtolerated(0.1)possibly_damaging(0.707)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<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
2904GRIN2BCELL SURFACE, ION CHANNEL, DRUGGABLE GENOMEblocker178101077
2904GRIN2BCELL SURFACE, ION CHANNEL, DRUGGABLE GENOMECERC-301RISLENEMDAZ
2904GRIN2BCELL SURFACE, ION CHANNEL, DRUGGABLE GENOMEquetiapineQUETIAPINE23859574
2904GRIN2BCELL SURFACE, ION CHANNEL, DRUGGABLE GENOMEantagonistCHEMBL2106798NERAMEXANE MESYLATE
2904GRIN2BCELL SURFACE, ION CHANNEL, DRUGGABLE GENOMEantagonistCHEMBL182066RADIPRODIL
2904GRIN2BCELL SURFACE, ION CHANNEL, DRUGGABLE GENOMENeu-2000
2904GRIN2BCELL SURFACE, ION CHANNEL, DRUGGABLE GENOMEblocker135650617DIZOCILPINE
2904GRIN2BCELL SURFACE, ION CHANNEL, DRUGGABLE GENOMEELIPRODILELIPRODIL
2904GRIN2BCELL SURFACE, ION CHANNEL, DRUGGABLE GENOMECNS-5161CNS-5161
2904GRIN2BCELL SURFACE, ION CHANNEL, DRUGGABLE GENOMECHEMBL1714KETAMINE HYDROCHLORIDE
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