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与攻击性和可操作性相关的性状在猪育种计划中的适用性:遗传参数和高斯与二项性状规范之间的比较。

Suitability of traits related to aggression and handleability for integration into pig breeding programmes: Genetic parameters and comparison between Gaussian and binary trait specifications.

机构信息

Department of Animal Science, Livestock Production Systems, Georg August University Göttingen, Göttingen, Germany.

Institute for Animal Breeding und Genetics, Justus Liebig University Giessen, Giessen, Germany.

出版信息

PLoS One. 2018 Dec 28;13(12):e0204211. doi: 10.1371/journal.pone.0204211. eCollection 2018.

Abstract

Changes in husbandry systems as well as consumers' increasing demands for animal welfare lead to increasing importance of traits such as handleability and aggressiveness in pigs. However, before using such novel traits for selection decisions, information on genetic parameters for these traits for the specific population is required. Therefore, weight gain and behaviour-related traits were recorded in 1004 pigs (814 Pietrain x German Landrace crossbred, 190 German Landrace purebred) at different ages. Behaviour indicators and tests were assessed and conducted, respectively under commercial farm conditions and included scoring of skin lesions (twice) and behaviour during backtests (twice), injections (once), handling (twice) and weighing (three times). Since behaviour scores often exhibit suboptimal statistical properties for parametric analyses, variance components were estimated using an animal model assuming a normal (Gaussian, GA; all traits) and additionally a binary distribution of variables (BI; using a logit-link function for all behaviour traits). Heritabilities for behavioural traits ranged from 0.02 ± 0.04 (finishing pig handling test; BI) to 0.36 ± 0.08 (backtest 2; GA) suggesting that some of the traits are potentially useful for genetic selection (e.g. finishing pig weighing test: h2 (GA) = 0.20 ± 0.07). Only minor differences were observed for results from binary and Gaussian analyses of the same traits suggesting that either approach might yield valid results. However, four-fold cross-validation using correlations between breeding values of a sub-set of animals for the sample trait finishing pig weighing score indicated slight superiority of the logit model (r = 0.85 ± 0.04 vs. r = 0.77 ± 0.03). Generally, only weak to moderate associations were found between behavioural reactions to the same test at different ages (rp ≤ 0.11 for weighing at different ages; rp = 0.30 but rg (GA) = 0.84 ± 0.11 for the backtests) as well as between reactions to different tests. Therefore, for inclusion of behaviour traits into breeding programmes, and considering high labour input required for some tests such as the backtest, it is recommended to assess behaviour during situations that are relevant and identical to practical conditions, while the use of indicator traits generally does not appear to be a very promising alternative.

摘要

养殖方式的改变以及消费者对动物福利日益增长的需求,使得猪的可操作性和攻击性等新型特性变得越来越重要。然而,在将这些新特性用于选择决策之前,需要为特定种群提供这些特性的遗传参数信息。因此,在不同时期,对 1004 头猪(814 头皮特兰×德系长白杂交猪,190 头德系长白纯种猪)进行了增重和行为相关特性的记录。在商业农场条件下,分别评估和进行了行为指标和测试,包括两次皮肤损伤评分、两次后退测试行为评分、一次注射、两次处理和三次称重。由于行为评分的统计性质通常不太理想,因此使用动物模型估计方差分量,假设正态分布(高斯,GA;所有性状)和变量的二项式分布(BI;所有行为性状均使用对数链接函数)。行为性状的遗传力范围从 0.02 ± 0.04(育肥猪处理测试;BI)到 0.36 ± 0.08(后退测试 2;GA),表明其中一些性状可能对遗传选择有用(例如,育肥猪称重测试:GA 下的遗传力 h2=0.20 ± 0.07)。对于相同性状的二进制和高斯分析结果,仅观察到较小的差异,这表明这两种方法都可能产生有效的结果。然而,使用样本性状育肥猪称重评分的一组动物的育种值之间的相关性进行四叉验证表明,对数模型具有轻微优势(r=0.85 ± 0.04 与 r=0.77 ± 0.03)。通常,不同时期对同一测试的行为反应之间的相关性较弱到中度(rp ≤ 0.11,不同时期的称重;rp=0.30,但 rg(GA)=0.84 ± 0.11 用于后退测试)以及对不同测试的反应之间的相关性也较弱。因此,为了将行为特征纳入到育种计划中,并且考虑到后退测试等一些测试需要大量劳动力,建议在与实际情况相关且相同的情况下评估行为,而一般来说,使用指示性状似乎不是一个很有前途的选择。

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