Albrecht Daniel Thaer-Institute for Agricultural and Horticultural Sciences, Animal Breeding and Molecular Genetics, Humboldt-Universität zu Berlin, Invalidenstr. 42, 10115 Berlin, Germany.
Department of Applied Sciences, Northumbria University, Ellison PI, Newcastle upon Tyne NE1 8ST, UK.
Genes (Basel). 2023 Feb 25;14(3):581. doi: 10.3390/genes14030581.
German Black Pied (DSN) is considered an ancestral population of the Holstein breed. The goal of the current study was to fine-map genomic loci for milk production traits and to provide sequence variants for selection. We studied genome-wide associations for milk-production traits in 2160 DSN cows. Using 11.7 million variants from whole-genome sequencing of 304 representative DSN cattle, we identified 1980 associated variants (-log() ≥ 7.1) in 13 genomic loci on 9 chromosomes. The highest significance was found for the region affecting milk fat content (-log() = 11.93, MAF = 0.23, substitution effect of the minor allele (ß) = -0.151%). Different from Holstein, was fixed (0.97) for the alanine protein variant for high milk and protein yield. A key gene affecting protein content was (-log() = 8.47, MAF = 049, ß = -0.055%) and the region (-log() = 10.48, MAF = 0.34, ß = 0.054%). Additionally, we suggest the importance of for protein and fat yield, for milk yield, for milk and protein yield, and for milk and fat yield. Selection for favored alleles can improve milk yield and composition. With respect to maintaining the dual-purpose type of DSN, unfavored linkage to genes affecting muscularity has to be investigated carefully, before the milk-associated variants can be applied for selection in the small population.
德国黑花牛(DSN)被认为是荷斯坦牛的一个原始种群。本研究的目的是对产奶性状进行基因组区域精细定位,并为选择提供序列变异。我们对 2160 头 DSN 奶牛的产奶性状进行了全基因组关联分析。利用 304 头代表性 DSN 牛全基因组测序的 1170 万个变异,在 9 条染色体的 13 个基因组区域鉴定出 1980 个与产奶性状相关的变异(-log() ≥ 7.1)。在影响乳脂含量的 区域发现了最高的显著水平(-log() = 11.93,MAF = 0.23,次要等位基因(ß)的替代效应为-0.151%)。与荷斯坦牛不同,对于高产奶量和蛋白量的丙氨酸蛋白变异, 是固定的(0.97)。一个影响蛋白含量的关键基因是 (-log() = 8.47,MAF = 0.49,ß = -0.055%)和 区域(-log() = 10.48,MAF = 0.34,ß = 0.054%)。此外,我们建议 对蛋白和脂肪产量、 对产奶量、 对产奶和蛋白产量以及 对产奶和脂肪产量的重要性。对有利等位基因的选择可以提高产奶量和组成。考虑到维持 DSN 的两用型,在选择与产奶相关的变异之前,必须仔细研究对影响肌肉发达的基因的不利连锁,因为在小种群中应用这些变异可能会产生负面影响。