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Genome-wide association of changes in swine feeding behaviour due to heat stress

机译:全基因组范围内因热应激而导致的养猪行为变化

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Heat stress has a negative impact on pork production, particularly during the grow-finish phase. As temperature increases, feeding behaviour changes in order for pigs to decrease heat production. The objective of this study was to identify genetic markers associated with changes in feeding behaviour due to heat stress. Feeding data were collected on 1154 grow-finish pigs using an electronic feeding system from July 2011 to March 2016. In this study, days were classified based on the maximum temperature humidity index (THI) during the day as “Normal” ( 23.33 °C), “Alert” (23.33 °C ≤ ×  26.11 °C), “Danger” (26.11 °C ≤ ×  28.88 °C), and “Emergency” (≥ 28.88 °C). Six hundred and eighty-one pigs that experienced more than one THI category were genotyped using a variety of SNP platforms, with final genotypes imputed to approximately 60,000 markers. A genome-wide association study (GWAS) for change in feeding behaviour between each pair of THI categories (six pairs) was conducted. Estimates of heritability for differences in feeding activity between each of the THI categories were low (0.02 ± 0.03) to moderate (0.21 ± 0.04). Sixty-six associations which explained more than 1% of the genomic variation for a trait were detected across the six GWAS, with the smallest number of associations detected in comparisons with Emergency THI. Gene ontology enrichment analysis showed that biological processes related to immune response and function were over-represented among the genes located in these regions. Genetic differences exist for changes in feeding behaviour induced by elevated ambient temperatures in grow-finish pigs. Selection for heat-tolerant grow-finish pigs should improve production efficiency during warm months in commercial production. Genetic variation in heat shock, stress response and immune function genes may be responsible for the observed differences in performance during heat stress events.
机译:热应激对猪肉生产有负面影响,特别是在生长肥育阶段。随着温度升高,饲喂行为发生变化,以使猪减少热量产生。这项研究的目的是确定与热应激引起的喂养行为变化有关的遗传标记。从2011年7月至2016年3月,使用电子饲喂系统收集了1154头生长肥育猪的饲喂数据。在这项研究中,根据白天的最高温度湿度指数(THI)将天数分类为“正常”(<23.33° C),“警告”(23.33°C≤×<26.11°C),“危险”(26.11°C≤×<28.88°C)和“紧急”(≥28.88°C)。使用多种SNP平台对经历了一个以上THI类别的681头猪进行了基因分型,最终基因型被推算为大约60,000个标记。进行了全基因组关联研究(GWAS),用于研究每对THI类别(六对)之间的进食行为变化。 THI各类别之间摄食活动差异的遗传力估计值较低(0.02±±0.03)至中等(0.21±±0.04)。在六个GWAS中检测到66个关联,这些关联解释了一种性状的基因组变异超过1%,与紧急THI相比,检测到的关联数量最少。基因本体富集分析表明,位于这些区域的基因中,与免疫反应和功能相关的生物学过程被过度代表。生长肥育猪因环境温度升高而引起的喂养行为变化存在遗传差异。选择耐热的成年猪应该可以在商业生产的温暖月份提高生产效率。热休克,应激反应和免疫功能基因的遗传变异可能是造成热应激事件期间观察到的性能差异的原因。

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