Cancer Cell Metabolism Database ~~ Bioinformatics and Systems Medicine Laboratory ~~

Cancer Cell Metabolism Gene Database

Cancer Cell Metabolism Gene DB

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	Gene Summary
	Phenotypic Information (metabolism pathway, cancer, disease, phenome)
	Mutations : SVs, CNVs, SNVs
	Gene expression: GE, Protein, DEGE, CNV vs GE
	Gene-Gene Network Information: Co-Expression Network, Interacting Genes & KEGG
	Pharmacological Information: Drug-Gene Network
	Cross referenced IDs

Gene Summary for GLUD2

Basic gene info.	Gene symbol	GLUD2
	Gene name	glutamate dehydrogenase 2
	Synonyms	GDH2\|GLUDP1
	Cytomap	UCSC genome browser: Xq24-q25
	Genomic location	chrX :120181461-120183796
	Type of gene	protein-coding
	RefGenes	NM_012084.3,
	Ensembl id	ENSG00000182890
	Description	GDH 2glutamate dehydrogenase 2, mitochondrialglutamate dehydrogenase pseudogene 1
	Modification date	20141207
dbXrefs	MIM : 300144
	HGNC : HGNC
	Ensembl : ENSG00000182890
	HPRD : 02143
	Vega : OTTHUMG00000022320
Protein	UniProt: P49448 go to UniProt's Cross Reference DB Table
Expression	CleanEX: HS_GLUD2
	BioGPS: 2747
	Gene Expression Atlas: ENSG00000182890
	The Human Protein Atlas: ENSG00000182890
Pathway	NCI Pathway Interaction Database: GLUD2
	KEGG: GLUD2
	REACTOME: GLUD2
	ConsensusPathDB
	Pathway Commons: GLUD2
Metabolism	MetaCyc: GLUD2
	HUMANCyc: GLUD2
Regulation	Ensembl's Regulation: ENSG00000182890
	miRBase: chrX :120,181,461-120,183,796
	TargetScan: NM_012084
	cisRED: ENSG00000182890
Context	iHOP: GLUD2
	cancer metabolism search in PubMed: GLUD2
	UCL Cancer Institute: GLUD2
Assigned class in ccmGDB	B - This gene belongs to cancer gene.

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Phenotypic Information for GLUD2(metabolism pathway, cancer, disease, phenome)

Cancer Description
Cancer	CGAP: GLUD2
	Familial Cancer Database: GLUD2

* This gene is included in those cancer gene databases.


Oncogene ¹	Tumor Suppressor gene ²	Cancer Gene Census ³	CancerGenes ⁴	Network of Cancer Gene ⁵	Significant driver gene in	Therapeutic Vulnerabilities in Cancer¹

cf) number; DB name
1 Oncogene; http://nar.oxfordjournals.org/content/35/suppl_1/D721.long,
2 Tumor Suppressor gene; https://bioinfo.uth.edu/TSGene/,
3 Cancer Gene Census; http://www.nature.com/nrc/journal/v4/n3/abs/nrc1299.html,
4 CancerGenes; http://nar.oxfordjournals.org/content/35/suppl_1/D721.long,
5 Network of Cancer Gene; http://ncg.kcl.ac.uk/index.php,
1Therapeutic Vulnerabilities in Cancer; http://cbio.mskcc.org/cancergenomics/statius/

Metabolic Pathway Description
KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM KEGG_ARGININE_AND_PROLINE_METABOLISM KEGG_NITROGEN_METABOLISM

Others
OMIM	300144; gene.
Orphanet
Disease	KEGG Disease: GLUD2
	MedGen: GLUD2 (Human Medical Genetics with Condition)
	ClinVar: GLUD2
Phenotype	MGI: GLUD2 (International Mouse Phenotyping Consortium)
Phenotype	PhenomicDB: GLUD2

Mutations for GLUD2

* Under tables are showing count per each tissue to give us broad intuition about tissue specific mutation patterns.You can go to the detailed page for each mutation database's web site.

Structural Variants in COSMIC : go to COSMIC mutation histogram

There's no structural variation information in COSMIC data for this gene.

Related fusion transcripts : go to Chitars2.0

* From mRNA Sanger sequences, Chitars2.0 arranged chimeric transcripts. This table shows GLUD2 related fusion information.

Head Gene

Tail Gene

Accession

Gene_a

qStart_a

qEnd_a

Chromosome_a

tStart_a

tEnd_a

Gene_a

qStart_a

qEnd_a

Chromosome_a

tStart_a

tEnd_a

Other DBs for Structural Variants

Structural Variants in Ensembl: go to Ensembl Structural variation

Structural Variants in dbVar: go to dbVar

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Copy Number Variations in COSMIC : go to COSMIC mutation CNV/Expr

There's no copy number variation information in COSMIC data for this gene.

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SNV Counts per Each Loci in COSMIC data : go to COSMIC point mutation

: Non-synonymous mutation, : Synonymous mutation, Circle size denotes number of samples.
Maximum mutation count=4

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Somatic Mutation Counts per Tissue in COSMIC data

Stat. for Non-Synonymous SNVs (# total SNVs=79)	Stat. for Synonymous SNVs (# total SNVs=24)

Stat. for Deletions (# total SNVs=1)	Stat. for Insertions (# total SNVs=0)
	There's no inserted snv.

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Top 10 SNVs Having the Most Samples in COSMIC data

* When you move the cursor on each content, you can see more deailed mutation information on the Tooltip. Those are primary_site,primary_histology,mutation(aa),pubmedID.

GRCh37 position	Mutation(aa)	Unique sampleID count
chr23:120181966-120181966	p.R143H	3
chr23:120182035-120182035	p.S166Y	2
chr23:120182312-120182312	p.K258K	2
chr23:120183007-120183007	p.T490M	2
chr23:120182660-120182660	p.V374V	2
chr23:120183038-120183038	p.A500A	2
chr23:120183085-120183085	p.R516H	2
chr23:120181970-120181970	p.T144T	2
chr23:120181778-120181778	p.I80I	2
chr23:120182230-120182230	p.R231Q	2

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SNV Counts per Each Loci in TCGA data

: non-synonymous mutation, : synonymous mutation, Circle size denotes number of samples.
maximum mutation count=3

Point Mutation/ Tissue ID	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20
# sample	2	2		24	4		6	1	1			11	8	2			4	6		14
# mutation	2	2		24	4		6	1	1			12	8	2			5	7		17
nonsynonymous SNV	1	1		20	3		4	1				9	6	2			2	6		12
synonymous SNV	1	1		4	1		2		1			3	2				3	1		5

cf) Tissue ID; Tissue type (1; BLCA[Bladder Urothelial Carcinoma], 2; BRCA[Breast invasive carcinoma], 3; CESC[Cervical squamous cell carcinoma and endocervical adenocarcinoma], 4; COAD[Colon adenocarcinoma], 5; GBM[Glioblastoma multiforme], 6; Glioma Low Grade, 7; HNSC[Head and Neck squamous cell carcinoma], 8; KICH[Kidney Chromophobe], 9; KIRC[Kidney renal clear cell carcinoma], 10; KIRP[Kidney renal papillary cell carcinoma], 11; LAML[Acute Myeloid Leukemia], 12; LUAD[Lung adenocarcinoma], 13; LUSC[Lung squamous cell carcinoma], 14; OV[Ovarian serous cystadenocarcinoma ], 15; PAAD[Pancreatic adenocarcinoma], 16; PRAD[Prostate adenocarcinoma], 17; SKCM[Skin Cutaneous Melanoma], 18:STAD[Stomach adenocarcinoma], 19:THCA[Thyroid carcinoma], 20:UCEC[Uterine Corpus Endometrial Carcinoma])

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Top 10 SNVs Having the Most Samples in TCGA data

* We represented just top 10 SNVs. When you move the cursor on each content, you can see more deailed mutation information on the Tooltip. Those are primary_site, primary_histology, mutation(aa), pubmedID.

Genomic Position	Mutation(aa)	Unique sampleID count
chrX:120182230	p.R231Q	3
chrX:120182660	p.V374V	2
chrX:120181970	p.I80I	2
chrX:120181778	p.T144T	2
chrX:120181692	p.E61K	1
chrX:120182771	p.R124H	1
chrX:120181790	p.A241T	1
chrX:120182522	p.L359L	1
chrX:120183085	p.I422I	1
chrX:120181925	p.D63N	1

Other DBs for Point Mutations

Point Mutation Table of Ensembl: go to Ensembl variation table

Mutation of cBioPortal: go to cBioPortal's Cross-cancer alteration summary

Copy Number for GLUD2 in TCGA

* Copy number data were extracted from TCGA using R package TCGA-Assembler. The URLs of all public data files on TCGA DCC data server were gathered on Jan-05-2015. Function ProcessCNAData in TCGA-Assembler package was used to obtain gene-level copy number value which is calculated as the average copy number of the genomic region of a gene.

cf) Tissue ID[Tissue type]: BLCA[Bladder Urothelial Carcinoma], BRCA[Breast invasive carcinoma], CESC[Cervical squamous cell carcinoma and endocervical adenocarcinoma], COAD[Colon adenocarcinoma], GBM[Glioblastoma multiforme], Glioma Low Grade, HNSC[Head and Neck squamous cell carcinoma], KICH[Kidney Chromophobe], KIRC[Kidney renal clear cell carcinoma], KIRP[Kidney renal papillary cell carcinoma], LAML[Acute Myeloid Leukemia], LUAD[Lung adenocarcinoma], LUSC[Lung squamous cell carcinoma], OV[Ovarian serous cystadenocarcinoma ], PAAD[Pancreatic adenocarcinoma], PRAD[Prostate adenocarcinoma], SKCM[Skin Cutaneous Melanoma], STAD[Stomach adenocarcinoma], THCA[Thyroid carcinoma], UCEC[Uterine Corpus Endometrial Carcinoma]

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Gene Expression for GLUD2

Gene Expression in Cancer Cell-lines (CCLE)

* CCLE gene expression data were extracted from CCLE_Expression_Entrez_2012-10-18.res: Gene-centric RMA-normalized mRNA expression data.

Differential Gene Expression in Primary Tumors (TCGA)

* Normalized gene expression data of RNASeqV2 was extracted from TCGA using R package TCGA-Assembler. The URLs of all public data files on TCGA DCC data server were gathered at Jan-05-2015. Only eight cancer types have enough normal control samples for differential expression analysis.
(t test, adjusted p<0.05 (using Benjamini-Hochberg FDR))

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CNV vs Gene Expression Plot

* This plots show the correlation between CNV and gene expression.

: Open all plots for all cancer types

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Gene-Gene Network Information

Co-Expressed gene's network Plot

* Co-Expression network figures were drawn using R package igraph. Only the top 20 genes with the highest correlations were shown.
Red circle: input gene, orange circle: cell metabolism gene, sky circle: other gene

: Open all plots for all cancer types


ACADSB,ALDH6A1,ATG2B,DMXL1,FAM35A,FNIP1,GIGYF2, GLUD1,GLUD2,GMCL1,HCAR1,IDE,LCOR,LRBA, MARCH8,NHLRC2,PCYOX1,RAPGEF6,RASEF,TBC1D12,WAPAL	AR,ATF2,COPA,EPB41L5,GLUD2,NOTCH2,OCRL, OPHN1,PAFAH1B2,PTPN13,RAB3GAP1,RHBDD1,RSRC1,SCARB2, SEL1L,SLC30A6,TRIM44,UEVLD,UTP14C,WWC2,YIPF6

ATAD1,CHUK,CRK,DDX21,ERLIN1,FAM35A,FAM35DP, FAM35BP,FAM45B,GLUD1,GLUD2,HNRNPLL,HSPA8,IDE, LOC284441,MAPK8,NCOA4,PAFAH1B2,PGAM4,TCTN3,WBP11P1	AKR1B15,BPHL,CRYL1,ELMOD2,FAM35A,FAM35DP,FAM35BP, FASTKD3,CMTR2,GLUD1,GLUD2,HADH,MAPK8,NCOA4, PPP1CC,SAR1B,SDHB,SLC14A2,SLC25A16,SUCLG1,TBC1D15

Co-Expressed gene's Protein-protein interaction Network Plot

: Open all plots for all cancer types

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Interacting Genes (from Pathway Commons)

: Open all interacting genes' information including KEGG pathway for all interacting genes from DAVID

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Pharmacological Information for GLUD2

Cross-referenced pharmacological DB IDs from Uniprot

DB Category	DB Name	DB's ID and Url link
Organism-specific databases	PharmGKB	PA28738; -.
Organism-specific databases	CTD	2747; -.

Drug-Gene Interaction Network

* Gene Centered Interaction Network.

* Drug Centered Interaction Network.

DrugBank ID	Target Name	Drug Groups	Generic Name	Drug Centered Network	Drug Structure
DB00142	glutamate dehydrogenase 2	approved; nutraceutical	L-Glutamic Acid
DB00157	glutamate dehydrogenase 2	approved; nutraceutical	NADH
DB01907	glutamate dehydrogenase 2	experimental	Nicotinamide-Adenine-Dinucleotide

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Cross referenced IDs for GLUD2

* We obtained these cross-references from Uniprot database. It covers 150 different DBs, 18 categories. http://www.uniprot.org/help/cross_references_section

: Open all cross reference information