GABI, INRA, AgroParisTech, Université Paris-Saclay, 78350 Jouy-en-Josas, France; MO3, 01250 Ceyzériat, France.
MO3, 01250 Ceyzériat, France; Umotest, 01250 Ceyzériat, France.
J Dairy Sci. 2019 Nov;102(11):10073-10087. doi: 10.3168/jds.2018-16041. Epub 2019 Aug 22.
Genomic evaluation of cows and the use of sexed semen have recently provided opportunities for commercial dairy farmers to accelerate genetic progress at the herd level by increasing both selection accuracy and selection intensity. Because implementing genomic tests or using sexed semen generate extra costs, a higher investment capacity of the farm is required. In this study, we compared the effect of female genotyping alone or combined with the use of sexed semen on genetic and economic performance of the herds. Three typical Montbéliarde herds with different farming systems were considered: a 77-cow herd producing milk at a high price sold to make cheese with a protected designation of origin, a 60-cow herd producing organic milk at a medium price sold for dairy, and a 120-cow herd producing standard milk at a lower price sold for dairy. Eight alternative scenarios were simulated over a 10-yr period for each herd, with combinations of the following: use (or not) of dairy sexed semen, use (or not) of beef breed semen, use (or not) of female genotyping at 15 d of age. A mechanistic, stochastic, and dynamic model was used to mimic the farmer's daily decisions and the individual cow's biology. Heifers (80%) and first-lactation cows (30%) that ranked highest on the French total merit index (France's national dairy index) were inseminated with sexed semen to ensure replacement and to maximize genetic gain, when sexed semen was used. During the 10 yr of simulation, scenarios that included sexed semen (whether female genotyping was used or not) gained, on average, one extra year of overall genetic gain over scenarios that did not include sexed semen. During the same period, scenarios that used female genotyping (whether sexed semen was used or not) gained, on average, 5 mo of overall genetic gain over scenarios using parent average only. The highest gains in net margin were always obtained when combining use of sexed semen with terminal crossbreeding. Maximum genotyping prices under which routine female genotyping is economically valuable (breakeven prices of genotyping) were under €37. Maximum genotyping prices, such that the female genotyping costs are refunded within 10 yr of investment (investor genotyping price), were under €26. However, they would be higher over a longer period of use because genetic gain is cumulative. Because genotyping price is expected to decrease in the future, female genotyping will be worthwhile if combined with the use of sexed semen and beef breed semen.
奶牛的基因组评估和使用性控精液最近为商业奶牛场提供了机会,通过提高选择准确性和选择强度来加速群体水平的遗传进展。由于实施基因组测试或使用性控精液会产生额外成本,因此需要更高的农场投资能力。在这项研究中,我们比较了单独进行雌性基因分型或与使用性控精液相结合对群体遗传和经济性能的影响。考虑了三个具有不同饲养系统的典型蒙贝利亚尔群体:一个生产高价牛奶的 77 头奶牛群体,用于制作具有原产地保护名称的奶酪;一个生产中价有机牛奶的 60 头奶牛群体,用于乳制品销售;一个生产低价标准牛奶的 120 头奶牛群体,用于乳制品销售。每个群体在 10 年内模拟了 8 种替代方案,组合如下:使用(或不使用)奶牛性控精液、使用(或不使用)肉牛精液、在 15 天龄时使用(或不使用)雌性基因分型。使用一个机械、随机和动态模型来模拟农民的日常决策和个体牛的生物学。在使用性控精液时,排名最高的后备牛(80%)和初产牛(30%)使用性控精液进行配种,以确保替代和最大限度地提高遗传增益。在模拟的 10 年内,使用性控精液的方案(无论是否使用雌性基因分型)平均比不使用性控精液的方案多获得一年的整体遗传增益。在同一时期,使用雌性基因分型的方案(无论是否使用性控精液)比仅使用父母平均值的方案平均多获得 5 个月的整体遗传增益。将使用性控精液与终端杂交相结合总能获得最高的净收益。常规雌性基因分型具有经济价值的最大基因分型价格(基因分型盈亏平衡价格)低于 37 欧元。最大基因分型价格,即雌性基因分型成本在投资 10 年内得到偿还(投资者基因分型价格),低于 26 欧元。然而,随着使用时间的延长,它们的价格会更高,因为遗传增益是累积的。由于预计未来基因分型价格会下降,如果与使用性控精液和肉牛精液相结合,雌性基因分型将是有价值的。