Perspectives for the use of genomic selection for genetic improvement of dairy cattle in Ukraine

S. Ruban, V. Danshin
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Abstract

An important problem in modern dairy cattle breeding is the achievement of a high level of genetic progress in economically important traits through the implementation of effective breeding programs. For this purpose, genomic selection is currently used in many countries of the world. The aim of the study was to investigate possibilities of use of genomic selection in dairy cattle breeding in Ukraine. On the basis of analysis of “Catalogue of sires of dairy and dual-purpose breeds for reproduction of cows in 2020” (sperm of these sires was used in Ukraine) two methods of breeding value estimation were compared: 1) traditional method based on pedigree and performance of progeny; 2) genomic method based on effects of SNPs. Considerable advantage of sires with genomic evaluations was proved. These sires excel sires with traditional evaluation for milk yield by 1.6 times, for fat percentage by 2.2 times, for fat yield by 1.7 times, for protein percentage by 2.1 times and for protein yield by 1.7 times. Using estimates of breeding values of sires pare-wise genetic correlations between main genetic traits were computed. The negative genetic relationship between milk yield and fat and protein percentages was revealed. Values of energy corrected milk (ECM) of daughters and dams of sires across breeds and countries of origin were calculated. It was shown that dams of sires of Holstein and Jersey breeds had highest values of energy corrected milk (9,132.0 kg and 8,041 kg, respectively) while dams of sires of Ukrainian Black-and-White dairy breed had lowest values of this trait (5,848.1 kg). According to country-of-origin daughters of sire’s form USA, Canada and the Netherlands had highest values of energy corrected milk. Values of response to selection using traditional breeding program and genomic selection were compared. It was proved that by means of shortening generation intervals on pathways of genetic improvement “sires of bulls”, “sires of cows” and “dams of bulls” using genomic selection it is possible to increase rate of genetic progress for milk yield from 100.1 kg to 180.0 kg that is by 80%
乌克兰奶牛基因改良中基因组选择的应用前景
现代奶牛育种的一个重要问题是,通过实施有效的育种计划,在经济上重要的性状上取得高水平的遗传进展。为此,目前世界上许多国家都在使用基因组选择。该研究的目的是调查在乌克兰奶牛育种中使用基因组选择的可能性。在分析《2020年奶牛和双用途繁殖品种目录》(乌克兰使用这些品种的精子)的基础上,比较了两种育种价值估算方法:1)传统的基于血统和后代性能的方法;2)基于snp效应的基因组学方法。证明了基因组评估的相当大的优势。这些品种的产奶量是传统评价的1.6倍,脂肪率是传统评价的2.2倍,脂肪率是传统评价的1.7倍,蛋白质率是传统评价的2.1倍,蛋白质产量是传统评价的1.7倍。利用对品种育种值的估计,计算了主要遗传性状之间的相对遗传相关。结果表明,产奶量与脂肪、蛋白质含量呈负相关。计算了不同品种和原产国母羊的母羊和母羊的能量修正乳(ECM)值。结果表明,荷斯坦种和泽西种的能量校正乳量最高(分别为9132.0 kg和8041 kg),而乌克兰黑白奶种的能量校正乳量最低(5848.1 kg)。根据原产国的调查,美国、加拿大和荷兰的女儿的能量矫正乳的价值最高。比较了传统育种方案和基因组选择对选择的响应值。结果表明,利用基因组选择缩短“牛种”、“牛种”和“牛种”遗传改良途径上的世代间隔期,可以使产奶量的遗传进步率从100.1 kg提高到180.0 kg,提高80%
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