Identification of possible pathogenic pathways in Behcet's disease using genome-wide association study data from two different populations

被引:21
作者
Bakir-Gungor, Burcu [1 ,2 ]
Remmers, Elaine F. [3 ]
Meguro, Akira [4 ]
Mizuki, Nobuhisa [4 ]
Kastner, Daniel L. [3 ]
Gul, Ahmet [5 ]
Sezerman, Osman U. [6 ]
机构
[1] Bahcesehir Univ, Dept Genet & Bioinformat, Fac Arts & Sci, Istanbul, Turkey
[2] Abdullah Gul Univ, Fac Engn & Nat Sci, Dept Comp Engn, Kayseri, Turkey
[3] NHGRI, Inflammatory Dis Sect, NIH, Bethesda, MD 20892 USA
[4] Yokohama City Univ, Sch Med, Dept Ophthalmol, Yokohama, Kanagawa 232, Japan
[5] Istanbul Univ, Dept Internal Med, Div Rheumatol, Istanbul, Turkey
[6] Sabanci Univ, Fac Engn & Nat Sci, Biol Sci & Bioengn, Istanbul, Turkey
关键词
SUSCEPTIBILITY LOCI; T-CELLS; VARIANTS; COAGULATION; ACTIVATION; IL23R-IL12RB2; MUTATIONS; RISK; IL10; TH17;
D O I
10.1038/ejhg.2014.158
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
Behcet's disease (BD) is a multi-system inflammatory disorder of unknown etiology. Two recent genome-wide association studies (GWASs) of BD confirmed a strong association with the MHC class I region and identified two non-HLA common genetic variations. In complex diseases, multiple factors may target different sets of genes in the same pathway and thus may cause the same disease phenotype. We therefore hypothesized that identification of disease-associated pathways is critical to elucidate mechanisms underlying BD, and those pathways may be conserved within and across populations. To identify the disease-associated pathways, we developed a novel methodology that combines nominally significant evidence of genetic association with current knowledge of biochemical pathways, protein-protein interaction networks, and functional information of selected SNPs. Using this methodology, we searched for the disease-related pathways in two BD GWASs in Turkish and Japanese case-control groups. We found that 6 of the top 10 identified pathways in both populations were overlapping, even though there were few significantly conserved SNPs/genes within and between populations. The probability of random occurrence of such an event was 2.24E -39. These shared pathways were focal adhesion, MAPK signaling, TGF-beta signaling, ECM-receptor interaction, complement and coagulation cascades, and proteasome pathways. Even though each individual has a unique combination of factors involved in their disease development, the targeted pathways are expected to be mostly the same. Hence, the identification of shared pathways between the Turkish and the Japanese patients using GWAS data may help further elucidate the inflammatory mechanisms in BD pathogenesis.
引用
收藏
页码:678 / 687
页数:10
相关论文
共 55 条
[1]   Identifying SNP targeted pathways in partial epilepsies with genome-wide association study data [J].
Bakir-Gungor, B. ;
Baykan, B. ;
Iseri, S. Ugur ;
Tuncer, F. N. ;
Sezerman, O. U. .
EPILEPSY RESEARCH, 2013, 105 (1-2) :92-102
[2]  
Bakir-Gungor B, 2012, PROTOC EXCH, DOI [10.1038/protex.2012.019, DOI 10.1038/PROTEX.2012.019]
[3]  
Bakir-Gungor B, 2012, THESIS SABANCI U IST
[4]   PANOGA: a web server for identification of SNP-targeted pathways from genome-wide association study data [J].
Bakir-Gungor, Burcu ;
Egemen, Ece ;
Sezerman, Osman Ugur .
BIOINFORMATICS, 2014, 30 (09) :1287-1289
[5]   The Identification of Pathway Markers in Intracranial Aneurysm Using Genome-Wide Association Data from Two Different Populations [J].
Bakir-Gungor, Burcu ;
Sezerman, Osman Ugur .
PLOS ONE, 2013, 8 (03)
[6]   A New Methodology to Associate SNPs with Human Diseases According to Their Pathway Related Context [J].
Bakir-Gungor, Burcu ;
Sezerman, Osman Ugur .
PLOS ONE, 2011, 6 (10)
[7]   Network medicine: a network-based approach to human disease [J].
Barabasi, Albert-Laszlo ;
Gulbahce, Natali ;
Loscalzo, Joseph .
NATURE REVIEWS GENETICS, 2011, 12 (01) :56-68
[8]   Pathway and network-based analysis of genome-wide association studies in multiple sclerosis [J].
Baranzini, Sergio E. ;
Galwey, Nicholas W. ;
Wang, Joanne ;
Khankhanian, Pouya ;
Lindberg, Raija ;
Pelletier, Daniel ;
Wu, Wen ;
Uitdehaag, Bernard M. J. ;
Kappos, Ludwig ;
Polman, Chris H. ;
Matthews, Paul M. ;
Hauser, Stephen L. ;
Gibson, Rachel A. ;
Oksenberg, Jorge R. ;
Barnes, Michael R. .
HUMAN MOLECULAR GENETICS, 2009, 18 (11) :2078-2090
[9]   Factor V Leiden and prothrombin gene G20210A mutations in ocular Behcet disease [J].
Batioglu, F ;
Atmaca, LS ;
Karabulut, HG ;
Sayin, DB .
ACTA OPHTHALMOLOGICA SCANDINAVICA, 2003, 81 (03) :283-285
[10]   Network biology methods integrating biological data for translational science [J].
Bebek, Gurkan ;
Koyutuerk, Mehmet ;
Price, Nathan D. ;
Chance, Mark R. .
BRIEFINGS IN BIOINFORMATICS, 2012, 13 (04) :446-459