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 TNFRSF21

Basic gene info.	Gene symbol	TNFRSF21
	Gene name	tumor necrosis factor receptor superfamily, member 21
	Synonyms	BM-018\|CD358\|DR6
	Cytomap	UCSC genome browser: 6p21.1
	Genomic location	chr6 :47199267-47277680
	Type of gene	protein-coding
	RefGenes	NM_014452.4,
	Ensembl id	ENSG00000146072
	Description	TNFR-related death receptor 6death receptor 6tumor necrosis factor receptor superfamily member 21
	Modification date	20141207
dbXrefs	MIM : 605732
	HGNC : HGNC
	Ensembl : ENSG00000146072
	HPRD : 05759
	Vega : OTTHUMG00000014796
Protein	UniProt: go to UniProt's Cross Reference DB Table
Expression	CleanEX: HS_TNFRSF21
	BioGPS: 27242
	Gene Expression Atlas: ENSG00000146072
	The Human Protein Atlas: ENSG00000146072
Pathway	NCI Pathway Interaction Database: TNFRSF21
	KEGG: TNFRSF21
	REACTOME: TNFRSF21
	ConsensusPathDB
	Pathway Commons: TNFRSF21
Metabolism	MetaCyc: TNFRSF21
	HUMANCyc: TNFRSF21
Regulation	Ensembl's Regulation: ENSG00000146072
	miRBase: chr6 :47,199,267-47,277,680
	TargetScan: NM_014452
	cisRED: ENSG00000146072
Context	iHOP: TNFRSF21
	cancer metabolism search in PubMed: TNFRSF21
	UCL Cancer Institute: TNFRSF21
Assigned class in ccmGDB	C

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Phenotypic Information for TNFRSF21(metabolism pathway, cancer, disease, phenome)

Cancer Description
Cancer	CGAP: TNFRSF21
	Familial Cancer Database: TNFRSF21

* 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_METABOLISM_OF_LIPIDS_AND_LIPOPROTEINS

Others
OMIM
Orphanet
Disease	KEGG Disease: TNFRSF21
	MedGen: TNFRSF21 (Human Medical Genetics with Condition)
	ClinVar: TNFRSF21
Phenotype	MGI: TNFRSF21 (International Mouse Phenotyping Consortium)
Phenotype	PhenomicDB: TNFRSF21

Mutations for TNFRSF21

* 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

- Statistics for Tissue and Mutation type

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- For Inter-chromosomal Variations

There's no inter-chromosomal structural variation.

- For Intra-chromosomal Variations

* Intra-chromosomal variantions includes 'intrachromosomal amplicon to amplicon', 'intrachromosomal amplicon to non-amplified dna', 'intrachromosomal deletion', 'intrachromosomal fold-back inversion', 'intrachromosomal inversion', 'intrachromosomal tandem duplication', 'Intrachromosomal unknown type', 'intrachromosomal with inverted orientation', 'intrachromosomal with non-inverted orientation'.

Sample	Symbol_a	Chr_a	Start_a	End_a	Symbol_b	Chr_b	Start_b	End_b
ovary	TNFRSF21	chr6	47233107	47233127	TNFRSF21	chr6	47233157	47233177
ovary	TNFRSF21	chr6	47250512	47250532	GPR116	chr6	46884171	46884191

cf) Tissue number; Tissue name (1;Breast, 2;Central_nervous_system, 3;Haematopoietic_and_lymphoid_tissue, 4;Large_intestine, 5;Liver, 6;Lung, 7;Ovary, 8;Pancreas, 9;Prostate, 10;Skin, 11;Soft_tissue, 12;Upper_aerodigestive_tract)

Related fusion transcripts : go to Chitars2.0

* From mRNA Sanger sequences, Chitars2.0 arranged chimeric transcripts. This table shows TNFRSF21 related fusion information.

ID	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
DB231778	RPL13	1	274	16	89627090	89627753	TNFRSF21	270	574	6	47254163	47277287
BE720121	TNFRSF21	27	244	6	47253752	47253968	MAMLD1	240	601	X	149540925	149541772

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=4

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Somatic Mutation Counts per Tissue in COSMIC data

Stat. for Non-Synonymous SNVs (# total SNVs=46)	Stat. for Synonymous SNVs (# total SNVs=18)

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
chr6:47221018-47221018	p.R495C	4
chr6:47202494-47202494	p.F550F	4
chr6:47200581-47200581	p.E630K	4
chr6:47200703-47200703	p.V589G	3
chr6:47221138-47221138	p.D455N	3
chr6:47253756-47253756	p.S224S	2
chr6:47202528-47202528	p.E539A	2
chr6:47253992-47253992	p.P146S	2
chr6:47254004-47254004	p.A142T	2
chr6:47202423-47202423	p.G574V	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=4

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	3	5		13			3		1	1		2	3	1			19	5		9
# mutation	3	5		13			3		1	1		2	3	1			17	5		11
nonsynonymous SNV	3	2		8			2			1		2	3	1			9	4		6
synonymous SNV		3		5			1		1								8	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
chr6:47202494	p.F550F	4
chr6:47200581	p.E630Q	3
chr6:47221041	p.R487T	2
chr6:47253992	p.P146S	2
chr6:47221138	p.D455N	2
chr6:47251796	p.R590R	1
chr6:47254265	p.S449S	1
chr6:47200607	p.V266L	1
chr6:47252044	p.R86H	1
chr6:47253823	p.R590H	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 TNFRSF21 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 TNFRSF21

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


APP,B3GNT5,C6orf15,CCDC82,CDH3,CDK2AP1,CORO1C, FAM171A1,FBXO10,GYLTL1B,IFRD1,MPZL1,MSN,NCK2, OGFRL1,PTK7,SRPK1,TNFRSF21,UBASH3B,UBXN2A,YEATS2	ADAMTS12,ALDH9A1,CLMP,C17orf51,ENPEP,FAM92A1,GAB2, IGF1,LARP1,LDHB,MRAS,NTM,TENM4,PDZD2, PLOD2,PRICKLE2,PXDN,SELENBP1,STAT5B,TLN2,TNFRSF21

ARL14,B3GNT5,CTSE,DHRS9,DUSP5,EMP1,ERRFI1, EZR,F3,GCNT3,GJB4,GPR110,GPRC5A,LIPH, LRRC1,MALL,MMP28,MXD1,PPARD,TNFRSF21,TSPAN1	DSC2,EMP1,EPAS1,FLNB,GPR37L1,GPRC5A,HAS3, LANCL3,MICAL2,MIER3,PPARD,RAPGEF2,RELL1,RHPN2, RUNDC1,SLC20A2,SLC30A10,TMC7,TMEM2,TNFRSF21,TP53INP2

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 TNFRSF21

There's no related Drug.

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Cross referenced IDs for TNFRSF21

* 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