Atagi Y, Onogi A, Kinukawa M, Ogino A, Kurogi K, Uchiyama K, Yasumori T, Adachi K, Togashi K, Iwata H
J Anim Sci. 2017 May;95(5):1900-1912. doi: 10.2527/jas.2016.1186.
The semen production traits of bulls from 2 major cattle breeds in Japan, Holstein and Japanese Black, were analyzed comprehensively using genome-wide markers. Weaker genetic correlations were observed between the 2 age groups (1 to 3 yr old and 4 to 6 yr old) regarding semen volume and sperm motility compared with those observed for sperm number and motility after freeze-thawing. The preselection of collected semen for freezing had a limited effect. Given the increasing importance of bull proofs at a young age because of genomic selection and the results from preliminary studies, we used a multiple-trait model that included motility after freeze-thawing with records collected at young ages. Based on variations in contemporary group effects, accounting for both seasonal and management factors, Holstein bulls may be more sensitive than Japanese Black bulls to seasonal environmental variations; however, the seasonal variations of contemporary group effects were smaller than those of overall contemporary group effects. The improvement of motilities, recorded immediately after collection and freeze-thawing, was observed in recent years; thus, good management and better freeze-thawing protocol may alleviate seasonal phenotypic differences. The detrimental effects of inbreeding were observed in all traits of both breeds; accordingly, the selection of candidate bulls with high inbreeding coefficients should be avoided per general recommendations. Semen production traits have never been considered for bull selection. However, negative genetic trends were observed. The magnitudes of the estimated h were comparable to those of other economically important traits. A single-step genomic BLUP will provide more accurate predictions of breeding values compared with BLUP; thus, marker genotype information is useful for estimating the genetic merits of bulls for semen production traits. The selection of these traits would improve sperm viability, a component related to breeding success, and alleviate negative genetic trends.
利用全基因组标记对日本两大主要牛品种荷斯坦牛和日本黑牛公牛的精液生产性状进行了全面分析。与冻融后精子数量和活力的遗传相关性相比,在精液量和精子活力方面,两个年龄组(1至3岁和4至6岁)之间观察到的遗传相关性较弱。对采集的精液进行冷冻预选的效果有限。鉴于由于基因组选择以及初步研究结果,年轻公牛的种牛证明越来越重要,我们使用了一个多性状模型,该模型将冻融后的活力与年轻时收集的记录相结合。基于当代组效应的变化,同时考虑季节和管理因素,荷斯坦公牛可能比日本黑牛对季节性环境变化更敏感;然而,当代组效应的季节性变化小于整体当代组效应。近年来观察到采集后和冻融后立即记录的活力有所提高;因此,良好的管理和更好的冻融方案可能会减轻季节性表型差异。在两个品种的所有性状中都观察到了近亲繁殖的有害影响;因此,应根据一般建议避免选择近亲繁殖系数高的候选公牛。精液生产性状从未被纳入公牛选择的考虑范围。然而,观察到了负向遗传趋势。估计的遗传力大小与其他经济重要性状相当。与最佳线性无偏预测法(BLUP)相比,单步基因组最佳线性无偏预测法(single-step genomic BLUP)将提供更准确的育种值预测;因此,标记基因型信息对于估计公牛精液生产性状的遗传价值很有用。选择这些性状将提高精子活力,这是与繁殖成功相关的一个组成部分,并减轻负向遗传趋势。