Reaction-norm animal model analysis of average daily gain heat tolerance in purebred Duroc pigs

IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Yo Fukuzawa, Shinichiro Ogawa, Toshihiro Okamura, Motohide Nishio, Kazuo Ishii, Hiroshi Takahashi, Masahiro Satoh
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Abstract

The present study aimed to genetically improve growth performance under high-heat environments by specifically designing a reaction-norm animal model (RNAM) for purebred Duroc pigs in Japan. A total of 54,750 records of average daily gain (ADG) measured for pigs reared at four farms in different prefectures were analyzed. Estimated maximum daily temperatures at the respective farm locations were used to calculate the average cumulative thermal load (TL). The TL values served as an indicator of high-heat environments for pigs. The plausible cumulative period length and threshold temperature for calculating TL were determined to be 8 weeks until just before shipping and 25°C, respectively. Variance components were estimated via RNAM analysis using TL as a linear covariate. The estimated additive genetic variances under both responsive and non-responsive to TL were found to be significant. Moreover, the estimated heritability of ADG ranged from 0.38 to 0.73 for TL values of 0–8. These results suggest that the RNAM developed holds the potential for improving the genetic ability of growth under high-heat environments in pigs.

Abstract Image

纯种杜洛克猪平均日增重耐热性的反应-规范动物模型分析
本研究旨在通过专门为日本纯种杜洛克猪设计反应-规范动物模型(RNAM),从遗传学角度改善高热环境下的生长性能。研究分析了在不同县的四个农场饲养的猪的 54,750 份平均日增重(ADG)测量记录。各农场所在地的估计日最高温度被用来计算平均累积热负荷(TL)。TL 值可作为猪高热环境的指标。计算 TL 的合理累积期长度和阈值温度分别确定为 8 周至出栏前和 25°C。使用 TL 作为线性协变量,通过 RNAM 分析估算变异成分。结果发现,对 TL 有反应和无反应的估计加性遗传变异都很显著。此外,在 TL 值为 0-8 时,ADG 的估计遗传率在 0.38 至 0.73 之间。这些结果表明,所开发的 RNAM 有可能提高猪在高热环境下生长的遗传能力。
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来源期刊
Animal Science Journal
Animal Science Journal 生物-奶制品与动物科学
CiteScore
3.80
自引率
5.00%
发文量
111
审稿时长
1 months
期刊介绍: Animal Science Journal (a continuation of Animal Science and Technology) is the official journal of the Japanese Society of Animal Science (JSAS) and publishes Original Research Articles (full papers and rapid communications) in English in all fields of animal and poultry science: genetics and breeding, genetic engineering, reproduction, embryo manipulation, nutrition, feeds and feeding, physiology, anatomy, environment and behavior, animal products (milk, meat, eggs and their by-products) and their processing, and livestock economics. Animal Science Journal will invite Review Articles in consultations with Editors. Submission to the Journal is open to those who are interested in animal science.
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