Estimation of linkage disequilibrium in four US pig breeds

被引:113
作者
Badke, Yvonne M. [1 ]
Bates, Ronald O. [1 ]
Ernst, Catherine W. [1 ]
Schwab, Clint [3 ]
Steibel, Juan P. [1 ,2 ]
机构
[1] Michigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USA
[2] Michigan State Univ, Dept Fisheries & Wildlife, E Lansing, MI 48824 USA
[3] Natl Swine Registry, W Lafayette, IN USA
来源
BMC GENOMICS | 2012年 / 13卷
基金
美国食品与农业研究所;
关键词
EFFECTIVE POPULATION-SIZE; NUCLEOTIDE POLYMORPHISM GENOTYPES; HAPLOTYPE BLOCK STRUCTURE; DIRECT GENOMIC VALUES; CATTLE; PREDICTION; IMPUTATION; ACCURACY; JERSEY; EXTENT;
D O I
10.1186/1471-2164-13-24
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: The success of marker assisted selection depends on the amount of linkage disequilibrium (LD) across the genome. To implement marker assisted selection in the swine breeding industry, information about extent and degree of LD is essential. The objective of this study is to estimate LD in four US breeds of pigs (Duroc, Hampshire, Landrace, and Yorkshire) and subsequently calculate persistence of phase among them using a 60 k SNP panel. In addition, we report LD when using only a fraction of the available markers, to estimate persistence of LD over distance. Results: Average r(2) between adjacent SNP across all chromosomes was 0.36 for Landrace, 0.39 for Yorkshire, 0.44 for Hampshire and 0.46 for Duroc. For markers 1 Mb apart, r(2) ranged from 0.15 for Landrace to 0.20 for Hampshire. Reducing the marker panel to 10% of its original density, average r(2) ranged between 0.20 for Landrace to 0.25 for Duroc. We also estimated persistence of phase as a measure of prediction reliability of markers in one breed by those in another and found that markers less than 10 kb apart could be predicted with a maximal accuracy of 0.92 for Landrace with Yorkshire. Conclusions: Our estimates of LD, although in good agreement with previous reports, are more comprehensive and based on a larger panel of markers. Our estimates also confirmed earlier findings reporting higher LD in pigs than in American Holstein cattle, especially at increasing marker distances (> 1 Mb). High average LD (r(2) > 0.4) between adjacent SNP found in this study is an important precursor for the implementation of marker assisted selection within a livestock species. Results of this study are relevant to the US purebred pig industry and critical for the design of programs of whole genome marker assisted evaluation and selection. In addition, results indicate that a more cost efficient implementation of marker assisted selection using low density panels with genotype imputation, would be feasible for these breeds.
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页数:10
相关论文
共 43 条
[1]   Linkage disequilibrium decay and haplotype block structure in the pig [J].
Amaral, Andreia J. ;
Megens, Hendrik-Jan ;
Crooijmans, Richard P. M. A. ;
Heuven, Henri C. M. ;
Groenen, Martien A. M. .
GENETICS, 2008, 179 (01) :569-579
[2]   A Unified Approach to Genotype Imputation and Haplotype-Phase Inference for Large Data Sets of Trios and Unrelated Individuals [J].
Browning, Brian L. ;
Browning, Sharon R. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2009, 84 (02) :210-223
[3]  
Cleveland M.A., 2010, 9th WCGALP, Leipzig, Germany, P0266
[4]  
Cohen J., 2003, APPL MULTIPLE REGRES, P3
[5]   A worldwide survey of haplotype variation and linkage disequilibrium in the human genome [J].
Conrad, Donald F. ;
Jakobsson, Mattias ;
Coop, Graham ;
Wen, Xiaoquan ;
Wall, Jeffrey D. ;
Rosenberg, Noah A. ;
Pritchard, Jonathan K. .
NATURE GENETICS, 2006, 38 (11) :1251-1260
[6]   Linkage disequilibrium and historical effective population size in the Thoroughbred horse [J].
Corbin, L. J. ;
Blott, S. C. ;
Swinburne, J. E. ;
Vaudin, M. ;
Bishop, S. C. ;
Woolliams, J. A. .
ANIMAL GENETICS, 2010, 41 :8-15
[7]   Effect of imputing markers from a low-density chip on the reliability of genomic breeding values in Holstein populations [J].
Dassonneville, R. ;
Brondum, R. F. ;
Druet, T. ;
Fritz, S. ;
Guillaume, F. ;
Guldbrandtsen, B. ;
Lund, M. S. ;
Ducrocq, V. ;
Su, G. .
JOURNAL OF DAIRY SCIENCE, 2011, 94 (07) :3679-3686
[8]   Linkage disequilibrium and persistence of phase in Holstein-Friesian, Jersey and Angus cattle [J].
de Roos, A. P. W. ;
Hayes, B. J. ;
Spelman, R. J. ;
Goddard, M. E. .
GENETICS, 2008, 179 (03) :1503-1512
[9]   Reliability of Genomic Predictions Across Multiple Populations [J].
de Roos, A. P. W. ;
Hayes, B. J. ;
Goddard, M. E. .
GENETICS, 2009, 183 (04) :1545-1553
[10]   A COMPARISON OF LINKAGE DISEQUILIBRIUM MEASURES FOR FINE-SCALE MAPPING [J].
DEVLIN, B ;
RISCH, N .
GENOMICS, 1995, 29 (02) :311-322