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Meta-analysis of the relationships between reproduction, milk yield and body condition score in dairy cows

机译:奶牛生殖,牛奶产量和身体状况得分的关系的荟萃分析

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The present study aimed to investigate the relationships between each step of the reproductive process (cyclicity, estrus, and fertility) and both milk production and body reserves management. The database included 102 studies and 300 treatments collected on electronic databases. Coding for each type of experimental factor enabled within and between experiment variation to be distinguished, and to select subsets of experiments with common objectives in order to avoid inappropriate aggregation of results across studies with very different objectives. Finally, the models were based on limited numbers of experiments (from 14 to 30 treatments originating from 7 to 15 distinct experiments) because (i) only data coded for diet and genetic factors were analyzed, separately (studies on other factors such as milking frequency and parity were too scarce); (ii) a minimum of variation of the explanatory variable was set to enable the quantification of the relationship; (iii) few studies reported comparable reproductive, production and body reserves traits. The results of the meta-analyses showed that the commencement of luteal activity (C-LA) was not associated with milk yield and that the relationship between C-LA and body condition score (BCS) at calving was quadratic (with an optimal BCS at calving around 3.10 on a 0-5 scale). Although the interval from calving to first observed estrus (COE1) is partly composed of CLA, it was not associated with BCS. For each additional 1 kg of milk yield produced at both peak and over the initial 14 weeks of lactation, COE1 was delayed by 1.1 days. The conception rate to first insemination (CRAB.) was reduced by 2.0% (of inseminated cows) and by 2.2% for each additional 1 kg of milk yield at peak and at service respectively. Moreover, CRAM was increased by 38.2% and 22.0% for each additional 1 score of BCS at service and at nadir (i.e. lowest BCS) respectively. Finally, risk of pregnancy (PR) was not associated with milk yield. However, PR was increased by 42.8% (of cows) and 16.8% for each additional unit of BCS at calving and at nadir, respectively. This meta-analysis showed that postpartum cyclicity of dairy cows was mainly associated with BCS at calving, whereas estrus expression was mainly associated with milk yield and fertility with both BCS and milk yield. Genetic and nutritional strategies that target a BCS of 3.10 and limit both BCS loss and peak milk yield could be an effective way to improve reproduction.
机译:本研究旨在研究生殖过程中每步(循环性,雌激素和生育率)和牛奶生产和身体储量管理之间的关系。该数据库包括102项研究和在电子数据库上收集的300种治疗方法。在实验变量内和在实验变化之间进行编码,并以共同目标选择实验的子集,以避免对具有非常不同的目标的研究结果的不当聚集。最后,该模型基于有限数量的实验(来自源自7至15个不同实验的14至30个治疗),因为(i)分别分别分别分别分别对饮食和遗传因素进行编码的数据(如挤奶频率等其他因素研究奇偶校验太稀缺了); (ii)将解释变量的最小变化设定为使得能够量化关系; (iii)少数研究报告报告了可比的生殖,生产和身体储备特征。荟萃分析的结果表明,患力活性(C-LA)的开始与牛奶产量无关,并且C-LA与身体状况得分(BCS)之间的关系是二次的(具有最佳BCS在0-5刻度上左右加入3.10)。尽管从犊切到第一观察到的雌激发(COE1)的间隔部分地由CLA组成,但它与BCS无关。对于在峰值和初始14周内产生的每一个额外的1kg牛奶产量,COE1被延迟1.1天。第一次授精(螃蟹)的概念率分别减少2.0%(营养奶牛),分别在峰和达到峰值的每次额外1公斤牛奶率的2.2%。此外,对于在服务和Nadir(即最低BCS)的每次额外1分,CrAM分别增加了38.2%和22.0%。最后,怀孕风险(PR)与牛奶产量无关。然而,PR分别增加了42.8%(奶牛),分别在Calcing和Nadir处的每个额外单位的每一单位和16.8%。该荟萃分析表明,乳制品奶牛的产后循环性主要与产犊的BCS相关,而雌激发表达主要与BC和牛奶产量的牛奶产量和生育有关。目标BCS的遗传和营养策略为3.10,并限制BCS损失和高峰牛奶产量可能是改善繁殖的有效方法。

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