Genome-wide pathway analysis of genome-wide association studies on systemic lupus erythematosus and rheumatoid arthritis

被引:94
作者
Lee, Young Ho [1 ]
Bae, Sang-Cheol [2 ]
Choi, Sung Jae [1 ]
Ji, Jong Dae [1 ]
Song, Gwan Gyu [1 ]
机构
[1] Korea Univ, Anam Hosp, Coll Med, Dept Internal Med,Div Rheumatol, Seoul 136705, South Korea
[2] Hanyang Univ, Med Ctr, Hosp Rheumat Dis, Dept Internal Med,Div Rheumatol, Seoul 133791, South Korea
关键词
Genome-wide association studies; Meta-analysis; Pathway-based analysis; Systemic lupus erythematosus; Rheumatoid arthritis; SLE SUSCEPTIBILITY; METAANALYSIS; DISEASE; POLYMORPHISMS; MECHANISMS; NEPHRITIS; THERAPY; ITGAM; SCAN; SNPS;
D O I
10.1007/s11033-012-1952-x
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The aim of this study was to explore candidate single nucleotide polymorphisms (SNPs) and candidate mechanisms of systemic lupus erythematosus (SLE) and rheumatoid arthritis (RA). Two SLE genome-wide association studies (GWASs) datasets were included in this study. Meta-analysis was conducted using 737,984 SNPs in 1,527 SLE cases and 3,421 controls of European ancestry, and 4,429 SNPs that met a threshold of p < 0.01 in a Korean RA GWAS dataset was used. ICSNPathway (identify candidate causal SNPs and pathways) analysis was applied to the meta-analysis results of the SLE GWAS datasets, and a RA GWAS dataset. The most significant result of SLE GWAS meta-analysis concerned rs2051549 in the human leukocyte antigen (HLA) region (p = 3.36E-22). In the non-HLA region, meta-analysis identified 6 SNPs associated with SLE with genome-wide significance (STAT4, TNPO3, BLK, FAM167A, and IRF5). ICSNPathway identified five candidate causal SNPs and 13 candidate causal pathways. This pathway-based analysis provides three hypotheses of the biological mechanism involved. First, rs8084 and rs7192 -> HLA-DRA -> bystander B cell activation. Second, rs1800629 -> TNF -> cytokine network. Third, rs1150752 and rs185819 -> TNXB -> collagen metabolic process. ICSNPathway analysis identified three candidate causal non-HLA SNPs and four candidate causal pathways involving the PADI4, MTR, PADI2, and TPH2 genes of RA. We identified five candidate SNPs and thirteen pathways, involving bystander B cell activation, cytokine network, and collagen metabolic processing, which may contribute to SLE susceptibility, and we revealed candidate causal non-HLA SNPs, genes, and pathways of RA.
引用
收藏
页码:10627 / 10635
页数:9
相关论文
共 27 条
[1]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[2]   METAANALYSIS IN CLINICAL-TRIALS [J].
DERSIMONIAN, R ;
LAIRD, N .
CONTROLLED CLINICAL TRIALS, 1986, 7 (03) :177-188
[3]   Meta-analysis: Principles and procedures [J].
Egger, M ;
Smith, GD ;
Phillips, AN .
BMJ-BRITISH MEDICAL JOURNAL, 1997, 315 (7121) :1533-1537
[4]   Bias in meta-analysis detected by a simple, graphical test [J].
Egger, M ;
Smith, GD ;
Schneider, M ;
Minder, C .
BMJ-BRITISH MEDICAL JOURNAL, 1997, 315 (7109) :629-634
[5]   Using Genome-Wide Pathway Analysis to Unravel the Etiology of Complex Diseases [J].
Elbers, Clara C. ;
van Eijk, Kristel R. ;
Franke, Lude ;
Mulder, Flip ;
van der Schouw, Yvonne T. ;
Wijmenga, Cisca ;
Onland-Moret, N. Charlotte .
GENETIC EPIDEMIOLOGY, 2009, 33 (05) :419-431
[6]   Genome-Wide Association Study of Rheumatoid Arthritis in Koreans [J].
Freudenberg, Jan ;
Lee, Hye-Soon ;
Han, Bok-Ghee ;
Shin, Hyoung Do ;
Kang, Young Mo ;
Sung, Yoon-Kyoung ;
Shim, Seung-Cheol ;
Choi, Chan-Bum ;
Lee, Annette T. ;
Gregersen, Peter K. ;
Bae, Sang-Cheol .
ARTHRITIS AND RHEUMATISM, 2011, 63 (04) :884-893
[7]   Genome-wide association scan in women with systemic lupus erythematosus identifies susceptibility variants in ITGAM, PXK, KIAA1542 and other loci [J].
Harley, John B. ;
Alarcon-Riquelme, Marta E. ;
Criswell, Lindsey A. ;
Jacob, Chaim O. ;
Kimberly, Robert P. ;
Moser, Kathy L. ;
Tsao, Betty P. ;
Vyse, Timothy J. ;
Langefeld, Carl D. .
NATURE GENETICS, 2008, 40 (02) :204-210
[9]   Quantifying heterogeneity in a meta-analysis [J].
Higgins, JPT ;
Thompson, SG .
STATISTICS IN MEDICINE, 2002, 21 (11) :1539-1558
[10]   Association of systemic lupus erythematosus with C8orf13-BLK and ITGAM-ITGAX [J].
Hom, Geoffrey ;
Graham, Robert R. ;
Modrek, Barmak ;
Taylor, Kimberly E. ;
Ortmann, Ward ;
Garnier, Sophie ;
Lee, Annette T. ;
Chung, Sharon A. ;
Ferreira, Ricardo C. ;
Pant, P. V. Krishna ;
Ballinger, Dennis G. ;
Kosoy, Roman ;
Demirci, F. Yesim ;
Kamboh, M. Ilyas ;
Kao, Amy H. ;
Tian, Chao ;
Gunnarsson, Iva ;
Bengtsson, Anders A. ;
Rantapaa-Dahlqvist, Solbritt ;
Petri, Michelle ;
Manzi, Susan ;
Seldin, Michael F. ;
Ronnblom, Lars ;
Syvanen, Ann-Christine ;
Criswell, Lindsey A. ;
Gregersen, Peter K. ;
Behrens, Timothy W. .
NEW ENGLAND JOURNAL OF MEDICINE, 2008, 358 (09) :900-909