Analysis of Social Genetic Effects on Pigs Fed With Automatic Feeders Using a Visit-Based Approach.

IF 1.9 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Journal of Animal Breeding and Genetics Pub Date : 2025-01-20 DOI:10.1111/jbg.12924
P Nuñez, C Casto-Rebollo, S Negro, S Gol, J Reixach, L Varona, J Casellas, N Ibáñez-Escriche
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Abstract

Social behaviour traits and their impact on feed efficiency are of particular interest in pig farming. The integration of automatic feeders enables the collection of multiple phenotypes for breeding purposes. The additive genetic and social genetic effect can be estimated considering all the visits to the feeder by modelling each visit independently in a 'visit-based approach'. This study aimed to determine the impact of the social genetic effect on individual feed intake and duration per visit in Pietrain pigs and Iberian pigs separately. The dataset comprised 883,906 visits from 1608 Pietrain pigs and 775,054 visits from 856 Iberian pigs. In the Pietrain population, the social genetic effects did not explain a substantial percentage of the phenotypic variance (~1%). In contrast, the Iberian population exhibited more substantial contributions, with social genetic effects accounting for 6.2% of the variance in duration per visit and 5.5% in feed intake per visit. The correlations between additive direct genetic and additive social genetic effects were slightly positive for feed intake across all analyses, and around zero for duration per visit with most of them including the zero in the highest posterior density interval (HPD95%). These weak correlations suggest that both effects could be selected independently. The visit-based approach successfully identified social genetic effects in the studied populations. Models incorporating social genetic effects demonstrated lower residual variance, enhancing the accuracy of additive values and, consequently, the potential for an improved response to selection.

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用到访法分析自动投料机饲喂猪的社会遗传效应。
社会行为特征及其对饲料效率的影响是养猪业特别感兴趣的问题。自动喂食器的集成可以收集多种表型用于育种目的。通过“基于访问的方法”对每次访问进行独立建模,可以在考虑所有访问的情况下估计加性遗传和社会遗传效应。本研究旨在分别确定社会遗传效应对皮特兰猪和伊比利亚猪个体采食量和每次访食量持续时间的影响。该数据集包括来自1608头Pietrain猪的883,906次访问和来自856头伊比利亚猪的775,054次访问。在Pietrain人群中,社会遗传效应并不能解释相当大比例的表型变异(~1%)。相比之下,伊比利亚种群表现出更大的贡献,社会遗传效应占每次访问持续时间方差的6.2%,占每次访问采食量方差的5.5%。在所有分析中,加性直接遗传效应和加性社会遗传效应对采食量的影响呈轻微正相关,每次饲养持续时间的相关性约为零,其中大多数包括最高后验密度区间(HPD95%)的零。这些弱相关性表明,这两种效应可能是独立选择的。基于访问的方法成功地确定了所研究人群的社会遗传效应。纳入社会遗传效应的模型显示出更低的剩余方差,提高了加法值的准确性,因此,有可能改善对选择的反应。
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来源期刊
Journal of Animal Breeding and Genetics
Journal of Animal Breeding and Genetics 农林科学-奶制品与动物科学
CiteScore
5.20
自引率
3.80%
发文量
58
审稿时长
12-24 weeks
期刊介绍: The Journal of Animal Breeding and Genetics publishes original articles by international scientists on genomic selection, and any other topic related to breeding programmes, selection, quantitative genetic, genomics, diversity and evolution of domestic animals. Researchers, teachers, and the animal breeding industry will find the reports of interest. Book reviews appear in many issues.
期刊最新文献
A Recursive Model Approach to Include Epigenetic Effects in Genetic Evaluations Using Simulated DNA Methylation Effects. Graphical Model Selection to Infer the Partial Correlation Network of Allelic Effects in Genomic Prediction With an Application in Dairy Cattle. Analysis of Social Genetic Effects on Pigs Fed With Automatic Feeders Using a Visit-Based Approach. Derivation of Economic Values for Breeding Objective Traits of Chinese Holstein Dairy Cows Using a Bio-Economic Model. Single-Step Genome-Wide Association Study of Factors for Evaluated and Linearly Scored Traits in Swedish Warmblood Horses.
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