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

被引:86
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
[31]   PLINK: A tool set for whole-genome association and population-based linkage analyses [J].
Purcell, Shaun ;
Neale, Benjamin ;
Todd-Brown, Kathe ;
Thomas, Lori ;
Ferreira, Manuel A. R. ;
Bender, David ;
Maller, Julian ;
Sklar, Pamela ;
de Bakker, Paul I. W. ;
Daly, Mark J. ;
Sham, Pak C. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2007, 81 (03) :559-575
[32]   Bovine tuberculosis in Europe from the perspective of an officially tuberculosis free country: Trade, surveillance and diagnostics [J].
Schiller, Irene ;
RayWaters, W. ;
Vordermeier, H. Martin ;
Jemmi, Thomas ;
Welsh, Michael ;
Keck, Nicolas ;
Whelan, Adam ;
Gormley, Eamonn ;
Boschiroli, Maria Laura ;
Moyen, Jean Louis ;
Vela, Carmen ;
Cagiola, Monica ;
Buddle, Bryce M. ;
Palmer, Mitchell ;
Thacker, Tyler ;
Oesch, Bruno .
VETERINARY MICROBIOLOGY, 2011, 151 (1-2) :153-159
[33]   Mycobacterium bovis genotypes in Northern Ireland: herd-level surveillance (2003 to 2008) [J].
Skuce, R. A. ;
Mallon, T. R. ;
McCormick, C. M. ;
McBride, S. H. ;
Clarke, G. ;
Thompson, A. ;
Couzens, C. ;
Gordon, A. W. ;
McDowell, S. W. J. .
VETERINARY RECORD, 2010, 167 (18) :684-689
[34]   Polymorphisms in toll-like receptor 1 and 9 genes and their association with tuberculosis susceptibility in Chinese Holstein cattle [J].
Sun, Liping ;
Song, Yapan ;
Riaz, Hasan ;
Yang, Hongzhen ;
Hua, Guohua ;
Guo, Aizhen ;
Yang, Liguo .
VETERINARY IMMUNOLOGY AND IMMUNOPATHOLOGY, 2012, 147 (3-4) :195-201
[35]  
Thoen C.O., 2006, MYCOBACTERIUM BOVIS, V2 nd
[36]   Protein tyrosine phosphatases: from genes, to function, to disease [J].
Tonks, Nicholas K. .
NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2006, 7 (11) :833-846
[37]   Mutational analysis of the tyrosine phosphatome in colorectal cancers [J].
Wang, ZH ;
Shen, D ;
Parsons, DW ;
Bardelli, A ;
Sager, J ;
Szabo, S ;
Ptak, J ;
Silliman, N ;
Peters, BA ;
van der Heijden, MS ;
Parmigiani, G ;
Yan, H ;
Wang, TL ;
Riggins, G ;
Powell, SM ;
Willson, JKV ;
Markowitz, S ;
Kinzler, KW ;
Vogelstein, B ;
Velculescu, VE .
SCIENCE, 2004, 304 (5674) :1164-1166
[38]  
Waters W, 2010, CLIN DEV IMMUNOL, V2011
[39]   Comparing Apples and Oranges: Equating the Power of Case-Control and Quantitative Trait Association Studies [J].
Yang, Jian ;
Wray, Naomi R. ;
Visscher, Peter M. .
GENETIC EPIDEMIOLOGY, 2010, 34 (03) :254-257