Evaluation of inbreeding depression in Holstein cattle using whole-genome SNP markers and alternative measures of genomic inbreeding

被引:179
|
作者
Bjelland, D. W. [1 ]
Weigel, K. A. [1 ]
Vukasinovic, N. [2 ]
Nkrumah, J. D. [2 ]
机构
[1] Univ Wisconsin, Dept Dairy Sci, Madison, WI 53706 USA
[2] Pfizer Anim Genet, Kalamazoo, MI 49007 USA
基金
美国食品与农业研究所;
关键词
genomic; inbreeding depression; runs of homozygosity; PRODUCTION TRAITS; AUTOZYGOSITY; HOMOZYGOSITY; PERFORMANCE; FERTILITY; SELECTION; RUNS;
D O I
10.3168/jds.2012-6435
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
The effects of increased pedigree inbreeding in dairy cattle populations have been well documented and result in a negative impact on profitability. Recent advances in genotyping technology have allowed researchers to move beyond pedigree analysis and study inbreeding at a molecular level. In this study, 5,853 animals were genotyped for 54,001 single nucleotide polymorphisms (SNP); 2,913 cows had phenotypic records including a single lactation for milk yield (from either lactation 1, 2, 3, or 4), reproductive performance, and linear type conformation. After removing SNP with poor call rates, low minor allele frequencies, and departure from Hardy-Weinberg equilibrium, 33,025 SNP remained for analyses. Three measures of genomic inbreeding were evaluated: percent homozygosity (F-PH), inbreeding calculated from runs of homozygosity (F-ROH), and inbreeding derived from a genomic relationship matrix (F-GRM). Average F-PH was 60.5 +/- 1.1%, average F-ROH was 3.8 +/- 2.1%, and average F-GRM was 20.8 +/- 2.3%, where animals with larger values for each of the genomic inbreeding indices were considered more inbred. Decreases in total milk yield to 205 d postpartum of 53, 20, and 47 kg per 1% increase in F-PH, F-ROH and F-GRM, respectively, were observed. Increases in days open per 1% increase in F-PH (1.76 d), F-ROH (1.72 d), and F-GRM (1.06 d) were also noted, as well as increases in maternal calving difficulty (0.09, 0.03, and 0.04 on a 5-point scale for F-PH, F-ROH, and F-GRM, respectively). Several linear type traits, such as strength (-0.40, -0.11, and -0.19), rear legs rear view (-0.35, -0.16, and -0.14), front teat placement (0.35, 0.25, 0.18), and teat length (-0.24, -0.14, and -0.13) were also affected by increases in F-PH, F-ROH, and F-GRM, respectively. Overall, increases in each measure of genomic inbreeding in this study were associated with negative effects on production and reproductive ability, in dairy cows.
引用
收藏
页码:4697 / 4706
页数:10
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