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: GRIN2D

Gene summary for GRIN2D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GRIN2D

Gene ID

2906

Gene nameglutamate ionotropic receptor NMDA type subunit 2D
Gene AliasDEE46
Cytomap19q13.33
Gene Typeprotein-coding
GO ID

GO:0001964

UniProtAcc

O15399


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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
2906GRIN2DHTA11_3410_2000001011HumanColorectumAD1.11e-113.68e-010.0155
2906GRIN2DHTA11_1938_2000001011HumanColorectumAD2.26e-145.50e-01-0.0811
2906GRIN2DHTA11_78_2000001011HumanColorectumAD2.55e-062.92e-01-0.1088
2906GRIN2DHTA11_83_2000001011HumanColorectumSER2.27e-033.46e-01-0.1526
2906GRIN2DHTA11_696_2000001011HumanColorectumAD7.02e-041.50e-01-0.1464
2906GRIN2DHTA11_1391_2000001011HumanColorectumAD3.76e-226.76e-01-0.059
2906GRIN2DHTA11_546_2000001011HumanColorectumAD2.00e-033.34e-01-0.0842
2906GRIN2DHTA11_10711_2000001011HumanColorectumAD1.09e-053.58e-010.0338
2906GRIN2DHTA11_7696_3000711011HumanColorectumAD2.86e-215.72e-010.0674
2906GRIN2DHTA11_6818_2000001021HumanColorectumAD3.40e-022.06e-010.0588
2906GRIN2DHTA11_99999970781_79442HumanColorectumMSS8.77e-061.85e-010.294
2906GRIN2DHTA11_99999965062_69753HumanColorectumMSI-H1.40e-047.94e-010.3487
2906GRIN2DHTA11_99999965104_69814HumanColorectumMSS2.58e-043.37e-010.281
2906GRIN2DHTA11_99999971662_82457HumanColorectumMSS5.34e-154.20e-010.3859
2906GRIN2DHTA11_99999973899_84307HumanColorectumMSS5.93e-033.22e-010.2585
2906GRIN2DCRC-3-11773HumanColorectumCRC1.09e-022.64e-010.2564
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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:0008344ColorectumMSI-Hadult locomotory behavior13/131971/187231.24e-032.00e-0213
GO:0050804ColorectumCRCmodulation of chemical synaptic transmission70/2078439/187231.15e-031.33e-0270
GO:0099177ColorectumCRCregulation of trans-synaptic signaling70/2078440/187231.23e-031.38e-0270
GO:0042391ColorectumCRCregulation of membrane potential67/2078434/187233.27e-032.81e-0267
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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
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
hsa04720ColorectumADLong-term potentiation26/209267/84657.26e-032.97e-021.89e-0226
hsa050101ColorectumADAlzheimer disease174/2092384/84651.82e-199.26e-185.91e-18174
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
hsa047201ColorectumADLong-term potentiation26/209267/84657.26e-032.97e-021.89e-0226
hsa050202ColorectumSERPrion disease119/1580273/84654.61e-223.06e-202.22e-20119
hsa050102ColorectumSERAlzheimer disease146/1580384/84656.52e-202.40e-181.75e-18146
hsa050222ColorectumSERPathways of neurodegeneration - multiple diseases168/1580476/84656.23e-192.07e-171.50e-17168
hsa050142ColorectumSERAmyotrophic lateral sclerosis138/1580364/84659.89e-192.99e-172.17e-17138
hsa050172ColorectumSERSpinocerebellar ataxia46/1580143/84656.78e-057.51e-045.45e-0446
hsa047202ColorectumSERLong-term potentiation21/158067/84658.52e-034.26e-023.09e-0221
hsa050203ColorectumSERPrion disease119/1580273/84654.61e-223.06e-202.22e-20119
hsa050103ColorectumSERAlzheimer disease146/1580384/84656.52e-202.40e-181.75e-18146
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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
GRIN2DSNVMissense_Mutationc.2609N>Gp.Tyr870Cysp.Y870CO15399protein_codingdeleterious(0.03)benign(0.021)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GRIN2DSNVMissense_Mutationc.1363T>Cp.Cys455Argp.C455RO15399protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GRIN2DSNVMissense_Mutationc.2542G>Ap.Val848Ilep.V848IO15399protein_codingdeleterious(0)possibly_damaging(0.855)TCGA-AR-A1AO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GRIN2DSNVMissense_Mutationc.2500N>Ap.Glu834Lysp.E834KO15399protein_codingdeleterious(0.04)probably_damaging(0.996)TCGA-E2-A1B5-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
GRIN2DSNVMissense_Mutationrs369036985c.1067N>Ap.Arg356Hisp.R356HO15399protein_codingtolerated(0.14)possibly_damaging(0.511)TCGA-C5-A3HD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
GRIN2DSNVMissense_Mutationc.505N>Ap.Glu169Lysp.E169KO15399protein_codingtolerated(0.15)benign(0.187)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GRIN2DSNVMissense_Mutationnovelc.1763N>Cp.Met588Thrp.M588TO15399protein_codingdeleterious(0)possibly_damaging(0.516)TCGA-VS-A9UD-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
GRIN2DSNVMissense_Mutationc.2564C>Tp.Ala855Valp.A855VO15399protein_codingdeleterious(0)benign(0.191)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
GRIN2DSNVMissense_Mutationc.2620N>Tp.Arg874Trpp.R874WO15399protein_codingdeleterious(0)probably_damaging(0.972)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GRIN2DSNVMissense_Mutationc.652N>Tp.Arg218Cysp.R218CO15399protein_codingtolerated(0.06)probably_damaging(0.981)TCGA-AA-3842-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPD
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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
2906GRIN2DION CHANNEL, DRUGGABLE GENOMEagonist178100907
2906GRIN2DION CHANNEL, DRUGGABLE GENOMECHEMBL2364609ESKETAMINE HYDROCHLORIDE
2906GRIN2DION CHANNEL, DRUGGABLE GENOMEantagonist178101060
2906GRIN2DION CHANNEL, DRUGGABLE GENOMEblocker135652741
2906GRIN2DION CHANNEL, DRUGGABLE GENOMEDIMIRACETAMDIMIRACETAM
2906GRIN2DION CHANNEL, DRUGGABLE GENOMEantagonistCHEMBL1200395ORPHENADRINE CITRATE
2906GRIN2DION CHANNEL, DRUGGABLE GENOMEantagonistCHEMBL1201023ORPHENADRINE HYDROCHLORIDE
2906GRIN2DION CHANNEL, DRUGGABLE GENOMEantagonist178101025
2906GRIN2DION CHANNEL, DRUGGABLE GENOMEagonist178101085N-METHYL-D-ASPARTIC ACID (NMDA)
2906GRIN2DION CHANNEL, DRUGGABLE GENOMEantagonist178100911
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