Reisi-Vanani Reza, Ansari-Mahyari Saeid, Pakdel Abbas, Cue Roger I
Department of Animal Science, College of Agriculture, Isfahan University of Technology, Isfahan, Iran.
Department of Animal Science, McGill University, Montreal, Québec, Canada.
J Anim Breed Genet. 2025 Jan;142(1):92-101. doi: 10.1111/jbg.12888. Epub 2024 Jul 5.
Enhancing reproductive performance is a key strategy to mitigate involuntary culling rates, thereby extending productive life (PL) and ultimately improving profitability in dairy cattle herds. A piecewise Weibull proportional hazards model was used to investigate the effect of several important reproductive traits on PL in Holstein dairy cows. Data comprised 200,747 lactation records from 82,505 cows sired by 1952 bulls across 36 dairy herds. PL was defined as the number of days from the first calving to the last milk record or censoring. The statistical model accounted for the time-dependent fixed effects of changes in herd size, year-season, milk production, fat and protein contents, and the time-independent fixed effect of age at first calving. Herd-year and sire effects were also included as random effects. Reproductive traits include calving traits such as calving ease (CE), calf size (CZ), and calf survival (CS), as well as female fertility traits such as number of inseminations per conception (NI), days from calving to first service (CFS), days from first service to conception (FSC), and days open (DO). All reproductive traits had a significant effect on PL (p < 0.001). Each reproductive trait was analysed separately. The relative risk (RR) of being culled increased as the severity of calving difficulties increased in both primiparous and multiparous cows. Cows that calved small or large calves showed a higher risk of being culled compared with those that calved medium size calves. The increased RR of culling was observed only for primiparous cows that gave birth to dead calves. In addition, cows that required more NI, a longer CFS, FSC, and DO had shorter longevity. These insights can deepen our comprehension of the factors affecting PL and provide information for refining management and breeding strategies, which could lead to increased profitability and sustainability in Iranian dairy farming.
提高繁殖性能是降低非自愿淘汰率的关键策略,从而延长奶牛的生产寿命(PL)并最终提高奶牛群的盈利能力。采用分段威布尔比例风险模型研究了几个重要繁殖性状对荷斯坦奶牛生产寿命的影响。数据包括来自36个奶牛场1952头公牛所生82505头奶牛的200747条泌乳记录。生产寿命定义为从第一次产犊到最后一次产奶记录或截尾的天数。统计模型考虑了牛群规模、年份季节、产奶量、脂肪和蛋白质含量变化的时间依赖性固定效应,以及首次产犊年龄的时间独立性固定效应。牛群年份和父系效应也作为随机效应纳入。繁殖性状包括产犊性状,如产犊难易度(CE)、犊牛大小(CZ)和犊牛存活率(CS),以及母畜繁殖力性状,如每次受孕的授精次数(NI)、产犊至首次配种天数(CFS)、首次配种至受孕天数(FSC)和空怀天数(DO)。所有繁殖性状对生产寿命均有显著影响(p < 0.001)。对每个繁殖性状分别进行了分析。初产和经产母牛中,随着产犊困难程度的增加,被淘汰的相对风险(RR)也增加。与产下中等大小犊牛的母牛相比,产下小或大犊牛的母牛被淘汰的风险更高。仅在产下死犊的初产母牛中观察到淘汰RR的增加。此外,需要更多授精次数、更长的CFS、FSC和DO的母牛寿命较短。这些见解可以加深我们对影响生产寿命的因素的理解,并为完善管理和育种策略提供信息,这可能会提高伊朗奶牛养殖的盈利能力和可持续性。