Phenome-wide association study maps new diseases to the human major histocompatibility complex region

被引:24
作者
Liu, Jixia [1 ]
Ye, Zhan [2 ]
Mayer, John G. [2 ]
Hoch, Brian A. [2 ]
Green, Clayton [3 ]
Rolak, Loren [4 ]
Cold, Christopher [5 ]
Khor, Seik-Soon [6 ]
Zheng, Xiuwen [7 ]
Miyagawa, Taku [6 ,8 ]
Tokunaga, Katsushi [6 ]
Brilliant, Murray H. [1 ]
Hebbring, Scott J. [1 ]
机构
[1] Marshfield Clin Res Fdn, Ctr Human Genet, Marshfield, WI USA
[2] Marshfield Clin Res Fdn, Biomed Informat Res Ctr, Marshfield, WI USA
[3] Marshfield Clin Fdn Med Res & Educ, Dept Dermatol, Marshfield, WI USA
[4] Marshfield Clin Fdn Med Res & Educ, Dept Neurol, Marshfield, WI USA
[5] Marshfield Clin Fdn Med Res & Educ, Dept Pathol, Marshfield, WI USA
[6] Univ Tokyo, Grad Sch Med, Dept Human Genet, Tokyo, Japan
[7] Univ Washington, Dept Biostat, Seattle, WA USA
[8] Tokyo Metropolitan Inst Med Sci, Dept Psychiat & Behav Sci, Sleep Disorders Project, Tokyo, Japan
基金
美国国家卫生研究院;
关键词
phenome-wide association study (PheWAS); Genome-Wide Association Study (GWAS); HLA; major histocompatibility complex (MHC); Precision Medicine; HUMAN-LEUKOCYTE ANTIGEN; ELECTRONIC MEDICAL-RECORDS; COMMON VARIANTS; LICHEN-PLANUS; CLASS-I; GENOME; RISK; POPULATION; SUSCEPTIBILITY; CHALLENGES;
D O I
10.1136/jmedgenet-2016-103867
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Over 160 disease phenotypes have been mapped to the major histocompatibility complex (MHC) region on chromosome 6 by genome-wide association study (GWAS), suggesting that the MHC region as a whole may be involved in the aetiology of many phenotypes, including unstudied diseases. The phenome-wide association study (PheWAS), a powerful and complementary approach to GWAS, has demonstrated its ability to discover and rediscover genetic associations. The objective of this study is to comprehensively investigate the MHC region by PheWAS to identify new phenotypes mapped to this genetically important region. Methods In the current study, we systematically explored the MHC region using PheWAS to associate 2692 MHC-linked variants (minor allele frequency 0.01) with 6221 phenotypes in a cohort of 7481 subjects from the Marshfield Clinic Personalized Medicine Research Project. Results Findings showed that expected associations previously identified by GWAS could be identified by PheWAS (eg, psoriasis, ankylosing spondylitis, type I diabetes and coeliac disease) with some having strong cross-phenotype associations potentially driven by pleiotropic effects. Importantly, novel associations with eight diseases not previously assessed by GWAS (eg, lichen planus) were also identified and replicated in an independent population. Many of these associated diseases appear to be immune-related disorders. Further assessment of these diseases in 16484 Marshfield Clinic twins suggests that some of these diseases, including lichen planus, may have genetic aetiologies. Conclusions These results demonstrate that the PheWAS approach is a powerful and novel method to discover SNP-disease associations, and is ideal when characterising cross-phenotype associations, and further emphasise the importance of the MHC region in human health and disease.
引用
收藏
页码:681 / 689
页数:9
相关论文
共 48 条
  • [1] The MHC haplotype project: A resource for HLA-linked association studies
    Allcock, RJN
    Atrazhev, AM
    Beck, S
    de Jong, PJ
    Elliott, JF
    Forbes, S
    Halls, K
    Horton, R
    Osoegawa, K
    Rogers, J
    Sawcer, S
    Todd, JA
    Trowsdale, J
    Wang, Y
    Williams, S
    [J]. TISSUE ANTIGENS, 2002, 59 (06): : 520 - 521
  • [2] Ammar Ron, 2015, F1000Res, V4, P17, DOI 10.12688/f1000research.6037.2
  • [3] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [4] R PheWAS: data analysis and plotting tools for phenome-wide association studies in the R environment
    Carroll, Robert J.
    Bastarache, Lisa
    Denny, Joshua C.
    [J]. BIOINFORMATICS, 2014, 30 (16) : 2375 - 2376
  • [5] Chung Y M, 1989, Zhonghua Yi Xue Za Zhi (Taipei), V43, P97
  • [6] A New Initiative on Precision Medicine
    Collins, Francis S.
    Varmus, Harold
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (09) : 793 - 795
  • [7] Variants Near FOXE1 Are Associated with Hypothyroidism and Other Thyroid Conditions: Using Electronic Medical Records for Genome- and Phenome-wide Studies
    Denny, Joshua C.
    Crawford, Dana C.
    Ritchie, Marylyn D.
    Bielinski, Suzette J.
    Basford, Melissa A.
    Bradford, Yuki
    Chai, High Seng
    Bastarache, Lisa
    Zuvich, Rebecca
    Peissig, Peggy
    Carrell, David
    Ramirez, Andrea H.
    Pathak, Jyotishman
    Wilke, Russell A.
    Rasmussen, Luke
    Wang, Xiaoming
    Pacheco, Jennifer A.
    Kho, Abel N.
    Hayes, M. Geoffrey
    Weston, Noah
    Matsumoto, Martha
    Kopp, Peter A.
    Newton, Katherine M.
    Jarvik, Gail P.
    Li, Rongling
    Manolio, Teri A.
    Kullo, Iftikhar J.
    Chute, Christopher G.
    Chisholm, Rex L.
    Larson, Eric B.
    McCarty, Catherine A.
    Masys, Daniel R.
    Roden, Dan M.
    de Andrade, Mariza
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2011, 89 (04) : 529 - 542
  • [8] PheWAS: demonstrating the feasibility of a phenome-wide scan to discover gene-disease associations
    Denny, Joshua C.
    Ritchie, Marylyn D.
    Basford, Melissa A.
    Pulley, Jill M.
    Bastarache, Lisa
    Brown-Gentry, Kristin
    Wang, Deede
    Masys, Dan R.
    Roden, Dan M.
    Crawford, Dana C.
    [J]. BIOINFORMATICS, 2010, 26 (09) : 1205 - 1210
  • [9] Multiple common variants for celiac disease influencing immune gene expression
    Dubois, Patrick C. A.
    Trynka, Gosia
    Franke, Lude
    Hunt, Karen A.
    Romanos, Jihane
    Curtotti, Alessandra
    Zhernakova, Alexandra
    Heap, Graham A. R.
    Adany, Roza
    Aromaa, Arpo
    Bardella, Maria Teresa
    van den Berg, Leonard H.
    Bockett, Nicholas A.
    de la Concha, Emilio G.
    Dema, Barbara
    Fehrmann, Rudolf S. N.
    Fernandez-Arquero, Miguel
    Fiatal, Szilvia
    Grandone, Elvira
    Green, Peter M.
    Groen, Harry J. M.
    Gwilliam, Rhian
    Houwen, Roderick H. J.
    Hunt, Sarah E.
    Kaukinen, Katri
    Kelleher, Dermot
    Korponay-Szabo, Ilma
    Kurppa, Kalle
    MacMathuna, Padraic
    Maki, Markku
    Mazzilli, Maria Cristina
    McCann, Owen T.
    Mearin, M. Luisa
    Mein, Charles A.
    Mirza, Muddassar M.
    Mistry, Vanisha
    Mora, Barbara
    Morley, Katherine I.
    Mulder, Chris J.
    Murray, Joseph A.
    Nunez, Concepcion
    Oosterom, Elvira
    Ophoff, Roel A.
    Polanco, Isabel
    Peltonen, Leena
    Platteel, Mathieu
    Rybak, Anna
    Salomaa, Veikko
    Schweizer, Joachim J.
    Sperandeo, Maria Pia
    [J]. NATURE GENETICS, 2010, 42 (04) : 295 - U42
  • [10] Interaction between ERAP1 and HLA-B27 in ankylosing spondylitis implicates peptide handling in the mechanism for HLA-B27 in disease susceptibility
    Evans, David M.
    Spencer, Chris C. A.
    Pointon, Jennifer J.
    Su, Zhan
    Harvey, David
    Kochan, Grazyna
    Opperman, Udo
    Dilthey, Alexander
    Pirinen, Matti
    Stone, Millicent A.
    Appleton, Louise
    Moutsianis, Loukas
    Leslie, Stephen
    Wordsworth, Tom
    Kenna, Tony J.
    Karaderi, Tugce
    Thomas, Gethin P.
    Ward, Michael M.
    Weisman, Michael H.
    Farrar, Claire
    Bradbury, Linda A.
    Danoy, Patrick
    Inman, Robert D.
    Maksymowych, Walter
    Gladman, Dafna
    Rahman, Proton
    Morgan, Ann
    Marzo-Ortega, Helena
    Bowness, Paul
    Gaffney, Karl
    Gaston, J. S. Hill
    Smith, Malcolm
    Bruges-Armas, Jacome
    Couto, Ana-Rita
    Sorrentino, Rosa
    Paladini, Fabiana
    Ferreira, Manuel A.
    Xu, Huji
    Liu, Yu
    Jiang, Lei
    Lopez-Larrea, Carlos
    Diaz-Pena, Roberto
    Lopez-Vazquez, Antonio
    Zayats, Tetyana
    Band, Gavin
    Bellenguez, Celine
    Blackburn, Hannah
    Blackwell, Jenefer M.
    Bramon, Elvira
    Bumpstead, Suzannah J.
    [J]. NATURE GENETICS, 2011, 43 (08) : 761 - U67