Genome-wide association study identifies novel loci associated with resistance to bovine tuberculosis

被引:83
作者
Bermingham, M. L. [1 ,2 ]
Bishop, S. C. [1 ,2 ]
Woolliams, J. A. [1 ,2 ]
Pong-Wong, R. [1 ,2 ]
Allen, A. R. [3 ]
McBride, S. H. [3 ]
Ryder, J. J. [4 ]
Wright, D. M. [4 ]
Skuce, R. A. [3 ,4 ]
McDowell, S. W. J. [3 ]
Glass, E. J. [1 ,2 ]
机构
[1] Univ Edinburgh, Roslin Inst, Edinburgh EH4 2XU, Midlothian, Scotland
[2] Univ Edinburgh, Royal Dick Sch Vet Studies, Edinburgh EH9 1QH, Midlothian, Scotland
[3] Agrifood & Biosci Inst Stormont, Belfast, Antrim, North Ireland
[4] Queens Univ Belfast, Ctr Med Biol, Sch Biol Sci, Belfast BT9 7BL, Antrim, North Ireland
基金
英国生物技术与生命科学研究理事会;
关键词
genome-wide association study; bovine tuberculosis; novel resistance loci; MYCOBACTERIUM-BOVIS; GENES; IRELAND; CATTLE; SUSCEPTIBILITY; SURVEILLANCE; INFECTION; TRAITS;
D O I
10.1038/hdy.2013.137
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Tuberculosis (TB) caused by Mycobacterium bovis is a re-emerging disease of livestock that is of major economic importance worldwide, as well as being a zoonotic risk. There is significant heritability for host resistance to bovine TB (bTB) in dairy cattle. To identify resistance loci for bTB, we undertook a genome-wide association study in female Holstein-Friesian cattle with 592 cases and 559 age-matched controls from case herds. Cases and controls were categorised into distinct phenotypes: skin test and lesion positive vs skin test negative on multiple occasions, respectively. These animals were genotyped with the Illumina BovineHD 700K BeadChip. Genome-wide rapid association using linear and logistic mixed models and regression (GRAMMAR), regional heritability mapping (RHM) and haplotype-sharing analysis identified two novel resistance loci that attained chromosome-wise significance, protein tyrosine phosphatase receptor T (PTPRT; P = 4.8 x 10(-7)) and myosin IIIB (MYO3B; P = 5.4 x 10(-6)). We estimated that 21% of the phenotypic variance in TB resistance could be explained by all of the informative single-nucleotide polymorphisms, of which the region encompassing the PTPRT gene accounted for 6.2% of the variance and a further 3.6% was associated with a putative copy number variant in MYO3B. The results from this study add to our understanding of variation in host control of infection and suggest that genetic marker-based selection for resistance to bTB has the potential to make a significant contribution to bTB control.
引用
收藏
页码:543 / 551
页数:9
相关论文
共 39 条
  • [1] Bovine tuberculosis trends in the UK and the Republic of Ireland, 1995-2010
    Abernethy, D. A.
    Upton, P.
    Higgins, I. M.
    McGrath, G.
    Goodchild, A. V.
    Rolfe, S. J.
    Broughan, J. M.
    Downs, S. H.
    Clifton-Hadley, R.
    Menzies, F. D.
    de la Rua-Domenech, R.
    Blissitt, M. J.
    Duignan, A.
    More, S. J.
    [J]. VETERINARY RECORD, 2013, 172 (12) : 312
  • [2] The Northern Ireland programme for the control and eradication of Mycobacterium bovis
    Abernethy, DA
    Denny, GO
    Menzies, FD
    McGuckian, P
    Honhold, N
    Roberts, AR
    [J]. VETERINARY MICROBIOLOGY, 2006, 112 (2-4) : 231 - 237
  • [3] Bovine tuberculosis: the genetic basis of host susceptibility
    Allen, A. R.
    Minozzi, G.
    Glass, E. J.
    Skuce, R. A.
    McDowell, S. W. J.
    Woolliams, J. A.
    Bishop, S. C.
    [J]. PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2010, 277 (1695) : 2737 - 2745
  • [4] Identification of new SLE-associated genes with a two-step Bayesian study design
    Armstrong, D. L.
    Reiff, A.
    Myones, B. L.
    Quismorio, F. P., Jr.
    Klein-Gitelman, M.
    McCurdy, D.
    Wagner-Weiner, L.
    Silverman, E.
    Ojwang, J. O.
    Kaufman, K. M.
    Kelly, J. A.
    Merrill, J. T.
    Harley, J. B.
    Bae, S-C
    Vyse, T. J.
    Gilkeson, G. S.
    Gaffney, P. M.
    Moser, K. L.
    Putterman, C.
    Edberg, J. C.
    Brown, E. E.
    Ziegler, J.
    Langefeld, C. D.
    Zidovetzki, R.
    Jacob, C. O.
    [J]. GENES AND IMMUNITY, 2009, 10 (05) : 446 - 456
  • [5] GenABEL: an R library for genome-wide association analysis
    Aulchenko, Yurii S.
    Ripke, Stephan
    Isaacs, Aaron
    Van Duijn, Cornelia M.
    [J]. BIOINFORMATICS, 2007, 23 (10) : 1294 - 1296
  • [6] Haploview: analysis and visualization of LD and haplotype maps
    Barrett, JC
    Fry, B
    Maller, J
    Daly, MJ
    [J]. BIOINFORMATICS, 2005, 21 (02) : 263 - 265
  • [7] Genetic correlations between measures of Mycobacterium bovis infection and economically important traits in Irish Holstein-Friesian dairy cows
    Bermingham, M. L.
    More, S. J.
    Good, M.
    Cromie, A. R.
    Higgins, I. M.
    Berry, D. P.
    [J]. JOURNAL OF DAIRY SCIENCE, 2010, 93 (11) : 5413 - 5422
  • [8] Genetics of tuberculosis in Irish Holstein-Friesian dairy herds
    Bermingham, M. L.
    More, S. J.
    Good, M.
    Cromie, A. R.
    Higgins, I. M.
    Brotherstone, S.
    Berry, D. P.
    [J]. JOURNAL OF DAIRY SCIENCE, 2009, 92 (07) : 3447 - 3456
  • [9] Bishop Stephen C., 2012, Frontiers in Genetics, V3, P114, DOI [10.3389/fgene.2012.00114, 10.3389/fgene.2012.00266]
  • [10] Bovine tuberculosis and milk production in infected dairy herds in Ireland
    Boland, F.
    Kelly, G. E.
    Good, M.
    More, S. J.
    [J]. PREVENTIVE VETERINARY MEDICINE, 2010, 93 (2-3) : 153 - 161