Charolais cows;
Genome-wide association study;
Limousin cows;
production traits;
reproduction traits;
SINGLE NUCLEOTIDE POLYMORPHISMS;
REPRODUCTIVE-PERFORMANCE;
CATTLE;
CARCASS;
FERTILITY;
GENES;
DAIRY;
SUSTAINABILITY;
MUTATIONS;
DISCOVERY;
D O I:
10.1016/j.animal.2020.100011
中图分类号:
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号:
0905 ;
摘要:
Genomic selection has proven effective for advancing genetic gain for key profit traits in dairy cattle production systems. However, its impact to-date on genetic improvement programs for beef cattle has been less effective. Despite this, the technology is thought to be particularly useful for low heritability traits such as those associated with reproductive efficiency. The objective of this study was to identify genetic variants associated with key determinants of reproductive and overall productive efficiency in beef cows. The analysis employed a large dataset derived from the national genetic evaluation program in Ireland for two of the most predominant beef breeds, viz. Charolais (n = 5 244 cows) and Limousin (n = 7 304 cows). Single nucleotide polymorphisms (SNPs) were identified as being statistically significantly associated (adj. P < 0.05) with both reproductive and productive traits for both breed types. However, there was little across breed commonality, with only two SNPs (rs110240246 and rs110344317; adj. P < 0.05) located within the genomic regions of the LCORL and MSTN genes respectively, identified in both Charolais and Limousin populations, associated with traits including carcass weight, cull-cow weight and live-weight. Significant SNPs within the MSTN gene were also associated with both reproduction and production related traits within each breed. Finally, traits including calving difficulty, calf mortality and calving interval were associated with SNPs within genomic regions comprising genes involved in cellular growth and lipid metabolism. Genetic variants identified as associated with both important reproductive efficiency and production related traits from this study warrant further analyses for their potential incorporation into breeding programmes to support the sustainability of beef cattle production. (C) 2020 Published by Elsevier Inc. on behalf of The Animal Consortium.
机构:
Case Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USA
Osterman, Michael David
Song, Yeunjoo E.
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Case Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USA
Song, Yeunjoo E.
Nittala, Muneeswar G.
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机构:
Doheny Eye Inst, Doheny Imaging Reading Ctr, 1355 San Pablo St, Los Angeles, CA 90033 USACase Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USA
Nittala, Muneeswar G.
Sadda, Srinivas
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Doheny Eye Inst, Doheny Imaging Reading Ctr, 1355 San Pablo St, Los Angeles, CA 90033 USACase Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USA
Sadda, Srinivas
Scott, William K.
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机构:
Univ Miami, Hussman Inst Human Genom, Miami, FL USACase Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USA
Scott, William K.
Stambolian, Dwight
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机构:
Univ Penn, Ophthalmol & Genet, Philadelphia, PA 19104 USACase Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USA
Stambolian, Dwight
Pericak-Vance, Margaret A.
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Univ Miami, Hussman Inst Human Genom, Miami, FL USACase Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USA
Pericak-Vance, Margaret A.
Haines, Jonathan L.
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机构:
Case Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USA
Case Western Reserve Univ, Cleveland Inst Computat Biol, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USA
机构:
Michigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USAMichigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USA
Casiro, S.
Velez-Irizarry, D.
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机构:
Michigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USAMichigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USA
Velez-Irizarry, D.
Ernst, C. W.
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机构:
Michigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USAMichigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USA
Ernst, C. W.
Raney, N. E.
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机构:
Michigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USAMichigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USA
Raney, N. E.
Bates, R. O.
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机构:
Michigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USAMichigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USA
Bates, R. O.
Charles, M. G.
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机构:
Michigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USAMichigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USA
Charles, M. G.
Steibel, J. P.
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机构:
Michigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USA
Michigan State Univ, Dept Fisheries & Wildlife, E Lansing, MI 48824 USAMichigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USA
机构:
Soongsil Univ, Dept Bioinformat & Life Sci, Seoul 156743, South KoreaSoongsil Univ, Dept Bioinformat & Life Sci, Seoul 156743, South Korea
Kim, Y.
Ryu, J.
论文数: 0引用数: 0
h-index: 0
机构:
Soongsil Univ, Dept Bioinformat & Life Sci, Seoul 156743, South KoreaSoongsil Univ, Dept Bioinformat & Life Sci, Seoul 156743, South Korea
Ryu, J.
Woo, J.
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Soongsil Univ, Dept Bioinformat & Life Sci, Seoul 156743, South KoreaSoongsil Univ, Dept Bioinformat & Life Sci, Seoul 156743, South Korea
Woo, J.
Kim, J. B.
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机构:
Kangwon Natl Univ, Dept Anim Resource Sci, Chunchon 200701, Kangwon Do, South KoreaSoongsil Univ, Dept Bioinformat & Life Sci, Seoul 156743, South Korea
Kim, J. B.
Kim, C. Y.
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机构:
Natl Agr Cooperat Federat, Korean Cattle Improvement Ctr, Seosan 356831, Chungcheongnam, South KoreaSoongsil Univ, Dept Bioinformat & Life Sci, Seoul 156743, South Korea
Kim, C. Y.
Lee, C.
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机构:
Soongsil Univ, Dept Bioinformat & Life Sci, Seoul 156743, South KoreaSoongsil Univ, Dept Bioinformat & Life Sci, Seoul 156743, South Korea