Department of Animal Science, National Institute of Agricultural Technology (INTA), Balcarce Experimental Station, Balcarce, Argentina.
Department of Animal Science, National University of Mar del Plata, College of Agricultural Sciences, Balcarce, Argentina.
J Anim Breed Genet. 2023 Jul;140(4):376-389. doi: 10.1111/jbg.12766. Epub 2023 Feb 27.
The objective of the present study was to investigate the most critical issues associated with the limited genetic progress evidenced in the Argentinean Holstein ("Holando Argentino") breed in the last 20 years (only 26% of the phenotypic trend in milk yield was due to genetics). The study comprised the analysis of population structure, realized genetic selection differentials, genetic progress and partition of genetic trends by sex and country of origin from 1936 to 2019 (1,045,582 records; 24,680 sires and 619,322 dams in the pedigree). Average inbreeding steadily increased in the last 15 generations (ΔF = 0.6%, which translates to Ne = 75). Partition of genetic trends revealed that local genetics made a negligible contribution to genetic progress, which for most traits was highly dependent on imported genetics (>80%). Mean generation intervals were fairly constant until 2009 (8-9 years for males and 5-6 years for females, respectively) and then decreased, especially in the paths of sires of bulls and dams of bulls (to 5 and 4 years, respectively) mostly due to the influence of imported sires. The reduction in generation intervals was counterbalanced by a marked deterioration of realized selection differentials, particularly in the path of sires of bulls that nevertheless made the largest contribution to genetic progress. In the last 20 years, realized selection differentials in this path went from 533.6 to 170.8 kg for milk yield and from 16.7 to 13.3 kg for protein yield (1.7-0.5 and 1.6-1.3 standard deviation units, respectively). Among all considered traits (milk yield, fat yield, protein yield, stature, final score and daughter pregnancy rate) in the analysed period, annual genetic gain was negative for milk yield, fairly constant for composition and conformation traits, and positive only in the case of daughter pregnancy rate. Considered together, these results suggest that limited genetic progress is due to the absence of a sound breeding programme that includes genomic selection and a carefully defined selection objective, together with the absence of stronger regulations in germplasm importation; however, other factors such as potential genetics by environment interactions cannot be ruled out.
本研究的目的是探讨与阿根廷荷斯坦牛(“Holando Argentino”)在过去 20 年中遗传进展有限相关的最关键问题(牛奶产量的表型趋势仅有 26%归因于遗传)。本研究包括分析种群结构、不同遗传选择差异、遗传进展以及按性别和原产国划分遗传趋势,数据涵盖 1936 年至 2019 年的 1045582 条记录、24680 头公牛和 619322 头母牛(系谱中)。过去 15 代中平均近交系数稳步上升(ΔF=0.6%,相当于 Ne=75)。遗传趋势的划分表明,本地遗传对遗传进展的贡献微不足道,大多数性状的遗传进展高度依赖进口遗传(>80%)。平均世代间隔相当稳定,直到 2009 年(雄性为 8-9 年,雌性为 5-6 年),然后减少,特别是在公牛的公牛和公牛的母牛的路径上(分别为 5 年和 4 年),主要是由于进口公牛的影响。世代间隔的减少被实现的选择差异的显著恶化所抵消,特别是在公牛的公牛的公牛的路径上,尽管如此,这对遗传进展的贡献最大。在过去的 20 年里,该路径上的实现选择差异从牛奶产量的 533.6 公斤下降到 170.8 公斤,从蛋白质产量的 16.7 公斤下降到 13.3 公斤(分别为 1.7-0.5 和 1.6-1.3 个标准差单位)。在所分析的期间,在所有考虑的性状(牛奶产量、脂肪产量、蛋白质产量、体高、最终评分和女儿妊娠率)中,年度遗传增益为负的牛奶产量,组成和结构性状的变化相当稳定,只有女儿妊娠率为正。综合考虑,这些结果表明,遗传进展有限是由于缺乏健全的育种计划,该计划包括基因组选择和精心定义的选择目标,以及缺乏更严格的种质进口规定;然而,不能排除其他因素,如潜在的遗传与环境相互作用。