Department of Agricultural Sciences, University of Helsinki, PO Box 28, FI-00014, Helsinki, Finland.
Natural Resources Institute Finland (Luke), Green Technology, FI-31600, Jokioinen, Finland.
J Dairy Sci. 2018 Dec;101(12):11097-11107. doi: 10.3168/jds.2018-14805. Epub 2018 Oct 11.
Inbreeding increases homozygosity, which in turn increases the frequency of harmful recessive alleles, resulting in inbreeding depression. Inbreeding depression on fertility reduces the profitability of dairy farming by decreasing the lifetime milk production of cows and by increasing insemination and veterinary costs. Continuous homozygous segments, called runs of homozygosity (ROH), are currently considered to provide an effective measure of genomic inbreeding. The aim of this study was to estimate the effect of increased intrachromosomal homozygosity for female fertility in the Finnish Ayrshire population using ROH and haplotype analysis. Genotypes were obtained from 13,712 females with the Illumina BovineLD v.2 BeadChip low-density panel (Illumina Inc., San Diego, CA) and imputed to 50K density. After quality control, 40,554 single nucleotide polymorphisms remained for the analysis. Phenotypic data consisted of records for nonreturn rate, intervals from first to last insemination (IFL), and intervals from calving to first insemination. The raw phenotypic values were preadjusted for systematic effects before statistical analyses. The ROH-based inbreeding coefficients (F) were used as covariates in the mixed model equation to estimate the association between inbreeding and inbreeding depression on female fertility. First, we estimated the effect of increased chromosomal F. We detected significant inbreeding depression on IFL. Based on our results, a 10% increase in F on chromosomes 2, 18, and 22 were associated with IFL of heifers lengthening by 1.6, 0.9, and 0.7 d, respectively. Similarly, a 10% increase in F on chromosome 15 was associated with IFL of second-parity cows increasing by 2.3 d. Next, we located the regions within the chromosomes showing inbreeding depression. Our analysis revealed regions near the beginning of chromosome 2 and toward the ends of chromosomes 15, 18, and 22 that were associated with inbreeding depression on IFL. Last, we performed a haplotype analysis for the detected regions. The most promising haplotypes of each region were associated with IFL of heifers increasing by 4.4, 3.2, and 4.1 d on chromosomes 2, 18, and 22, respectively. The haplotype on chromosome 15 associated with IFL of second-parity cows increasing by 7.6 d. Overall, the breeding program requires inbreeding control, as increased genomic inbreeding in our study was associated with reduced reproductive ability in Finnish Ayrshire cattle.
近交导致纯合度增加,从而增加有害隐性等位基因的频率,导致近交衰退。近交衰退对繁殖力的影响降低了奶牛养殖的盈利能力,因为它降低了奶牛的终生产奶量,并增加了配种和兽医成本。连续的纯合片段,称为纯合区域(ROH),目前被认为是衡量基因组近交的有效措施。本研究旨在使用 ROH 和单倍型分析估计芬兰 Ayrshire 牛群中雌性生育力的染色体间同型交配增加对繁殖力的影响。从 13712 头雌性的 Illumina BovineLD v.2 BeadChip 低密度面板(Illumina Inc.,圣地亚哥,CA)获得基因型,并以 50K 密度进行了估算。在质量控制后,仍有 40554 个单核苷酸多态性用于分析。表型数据由未返情率、从第一次到最后一次配种的间隔(IFL)和从产犊到第一次配种的间隔记录组成。在进行统计分析之前,对原始表型值进行了系统效应的预调整。将基于 ROH 的近交系数(F)用作混合模型方程中的协变量,以估计近交与雌性生育力的近交衰退之间的关联。首先,我们估计了增加染色体 F 的影响。我们检测到 IFL 存在显著的近交衰退。根据我们的结果,在染色体 2、18 和 22 上增加 10%的 F 与小母牛的 IFL 延长分别相关,延长 1.6、0.9 和 0.7 天。同样,在染色体 15 上增加 10%的 F 与第二胎牛的 IFL 增加 2.3 天有关。接下来,我们定位了在染色体上显示近交衰退的区域。我们的分析揭示了染色体 2 的起始处附近以及染色体 15、18 和 22 的末端处与 IFL 的近交衰退有关的区域。最后,我们对检测到的区域进行了单倍型分析。每个区域最有前途的单倍型与小母牛的 IFL 增加分别相关,在染色体 2、18 和 22 上增加 4.4、3.2 和 4.1 天,与染色体 15 上的 IFL 增加 7.6 天。第二胎牛有关。总体而言,该繁殖计划需要近交控制,因为本研究中增加的基因组近交与芬兰 Ayrshire 牛的繁殖能力下降有关。