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 D2HGDH

Basic gene info.	Gene symbol	D2HGDH
	Gene name	D-2-hydroxyglutarate dehydrogenase
	Synonyms	D2HGD
	Cytomap	UCSC genome browser: 2q37.3
	Genomic location	chr2 :242674029-242708231
	Type of gene	protein-coding
	RefGenes	NM_001287249.1, NM_152783.4,NR_109778.1,
	Ensembl id	ENSG00000180902
	Description	D-2-hydroxyglutarate dehydrogenase, mitochondrial
	Modification date	20141207
dbXrefs	MIM : 609186
	HGNC : HGNC
	Ensembl : ENSG00000180902
	HPRD : 14502
	Vega : OTTHUMG00000151474
Protein	UniProt: go to UniProt's Cross Reference DB Table
Expression	CleanEX: HS_D2HGDH
	BioGPS: 728294
	Gene Expression Atlas: ENSG00000180902
	The Human Protein Atlas: ENSG00000180902
Pathway	NCI Pathway Interaction Database: D2HGDH
	KEGG: D2HGDH
	REACTOME: D2HGDH
	ConsensusPathDB
	Pathway Commons: D2HGDH
Metabolism	MetaCyc: D2HGDH
	HUMANCyc: D2HGDH
Regulation	Ensembl's Regulation: ENSG00000180902
	miRBase: chr2 :242,674,029-242,708,231
	TargetScan: NM_001287249
	cisRED: ENSG00000180902
Context	iHOP: D2HGDH
	cancer metabolism search in PubMed: D2HGDH
	UCL Cancer Institute: D2HGDH
Assigned class in ccmGDB	C

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Phenotypic Information for D2HGDH(metabolism pathway, cancer, disease, phenome)

Cancer Description
Cancer	CGAP: D2HGDH
	Familial Cancer Database: D2HGDH

* 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
REACTOME_PYRUVATE_METABOLISM_AND_CITRIC_ACID_TCA_CYCLE

Others
OMIM
Orphanet
Disease	KEGG Disease: D2HGDH
	MedGen: D2HGDH (Human Medical Genetics with Condition)
	ClinVar: D2HGDH
Phenotype	MGI: D2HGDH (International Mouse Phenotyping Consortium)
Phenotype	PhenomicDB: D2HGDH

Mutations for D2HGDH

* 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 D2HGDH 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

BF920776

D2HGDH

331

242690672

242695430

HDGFRP2

328

348

4500224

4500244

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

Mutation type/ Tissue ID

brca

cns

cerv

endome

haematopo

kidn

Lintest

liver

lung

ovary

pancre

prost

skin

stoma

thyro

urina

Total # sample

GAIN (# sample)

LOSS (# sample)

cf) Tissue ID; Tissue type (1; Breast, 2; Central_nervous_system, 3; Cervix, 4; Endometrium, 5; Haematopoietic_and_lymphoid_tissue, 6; Kidney, 7; Large_intestine, 8; Liver, 9; Lung, 10; NS, 11; Ovary, 12; Pancreas, 13; Prostate, 14; Skin, 15; Stomach, 16; Thyroid, 17; Urinary_tract)

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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=5

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Somatic Mutation Counts per Tissue in COSMIC data

Stat. for Non-Synonymous SNVs (# total SNVs=40)	Stat. for Synonymous SNVs (# total SNVs=13)

Stat. for Deletions (# total SNVs=0)	Stat. for Insertions (# total SNVs=0)
There's no deleted snv.	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
chr2:242674803-242674803	p.R55Q	5
chr2:242681891-242681891	p.G131V	2
chr2:242689687-242689687	p.L325L	2
chr2:242695381-242695381	p.A420T	2
chr2:242683135-242683135	p.S197G	1
chr2:242695427-242695427	p.L435P	1
chr2:242689558-242689558	p.?	1
chr2:242707333-242707333	p.L505L	1
chr2:242681886-242681886	p.Q129H	1
chr2:242690746-242690746	p.A361A	1

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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=2

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	1	2		1	3				2			6	2				4	4	1	9
# mutation	1	2		1	3				2			6	2				4	4	1	9
nonsynonymous SNV	1	1		1	2				1			3	1				2	4		5
synonymous SNV		1			1				1			3	1				2		1	4

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
chr2:242695381	p.A286T,D2HGDH	2
chr2:242690743	p.V28M,D2HGDH	1
chr2:242680459	p.A239T,D2HGDH	1
chr2:242707248	p.A36V,D2HGDH	1
chr2:242683123	p.T256K,D2HGDH	1
chr2:242690746	p.S44G,D2HGDH	1
chr2:242680473	p.D279N,D2HGDH	1
chr2:242707333	p.G59R,D2HGDH	1
chr2:242683167	p.N73N,D2HGDH	1
chr2:242690764	p.H294H,D2HGDH	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 D2HGDH 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 D2HGDH

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


ANKS3,LMNTD2,CAPN10,D2HGDH,CRACR2B,EGFL8,FAM193B, IDUA,JMJD7-PLA2G4B,LOC338799,PIDD1,NOXA1,PCSK4,RHOT2, CLASRP,SNRNP70,SPSB3,TELO2,UBXN11,WASH7P,ZNF692	ANAPC2,CCDC130,CENPT,CPSF3L,D2HGDH,GGA1,GIGYF1, HEXDC,HSF4,PIDD1,MUS81,NEURL4,OBSL1,OGFOD2, RHOT2,SH2B1,SNRNP70,SYMPK,TOP3B,TRMT1,TRMT2A

AGAP4,AHSA2,ANKMY1,ATG4B,CCNL2,CDK10,CYP2D7, D2HGDH,ECHDC2,HSF4,ING5,JMJD7-PLA2G4B,LOC100130015,MSH5, NSUN5P1,NSUN5P2,PILRB,TAF1C,ZNF276,ZNF692,ZNF767P	ADAMTS13,ADCY6,ARHGAP39,ARHGEF10L,ATG16L2,CAPN3,D2HGDH, DDX26B,DLL1,ENGASE,ESRP2,HDAC6,ING5,MSH5, PLEKHH1,REXO1,SH2B1,TFCP2L1,TLN2,TRIM41,ZNF276

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 D2HGDH

There's no related Drug.

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Cross referenced IDs for D2HGDH

* 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