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Genetics of Ascites Resistance and Tolerance in Chicken: A Random Regression Approach

机译:鸡腹水抗性和耐受性的遗传学:随机回归方法

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摘要

Resistance and tolerance are two complementary mechanisms to reduce the detrimental effects of parasites, pathogens, and production diseases on host performance. Using body weight and ascites data on domesticated chicken Gallus gallus domesticus, we demonstrate the use of random regression animal model and covariance functions to estimate genetic parameters for ascites resistance and tolerance and illustrate the way individual variation in resistance and tolerance induce both genotype re-ranking and changes in variation of host performance along increasing ascites severity. Tolerance to ascites displayed significant genetic variance, with the estimated breeding values of tolerance slope ranging from strongly negative (very sensitive genotype) to weakly negative (less sensitive). Resistance to ascites had heritability of 0.34. Both traits are hence expected to respond to selection. The two complementary defense strategies, tolerance and resistance, were genetically independent. Ascites induced changes to the correlations between ascites resistance and body weight, with the genetic correlations being weak when birds were ascites-free but moderately negative when both healthy and affected birds were present. This likely results because ascites reduces growth, and thus high ascites incidence is genetically related to low adult body weight. Although ascites induced elevated phenotypic and genetic variances in body weight of affected birds, heritability displayed negligible changes across healthy and affected birds. Ascites induced moderate genotype re-ranking in body weight, with the genetic correlation of healthy birds with mildly affected birds being unity but with severely affected birds 0.45. This study demonstrates a novel approach for exploring genetics of defense traits and their impact on genotype-by-environment interactions.
机译:抗药性和耐受性是减少寄生虫,病原体和生产性疾病对宿主性能的有害影响的两个互补机制。使用家鸡鸡的体重和腹水数据,我们证明了使用随机回归动物模型和协方差函数来估计腹水抗性和耐受性的遗传参数,并说明了抗性和耐受性的个体差异诱导基因型重新排序的方式并随着腹水严重程度的增加而改变宿主表现。腹水的耐受性表现出显着的遗传差异,耐受性斜率的估计繁殖值范围从强阴性(非常敏感的基因型)到弱阴性(不太敏感)。对腹水的抵抗力为0.34。因此,期望这两个特征对选择产生响应。耐受性和抗性这两种互补的防御策略在基因上是独立的。腹水诱导腹水抵抗力与体重之间的相关性发生变化,当无腹水禽的遗传相关性较弱,而同时存在健康和受影响的禽类时其遗传相关性为中等程度的阴性。这可能是由于腹水减少了生长,因此高腹水发生率与成年体重低在遗传上有关。尽管腹水会引起患禽体重增加的表型和遗传变异,但遗传率在健康和患禽之间显示的变化可忽略不计。腹水引起体重的中等基因型重新排列,健康鸟类与轻度受影响的鸟类的基因相关性是统一的,而重度受影响的鸟类的基因相关性是0.45。这项研究展示了一种探索防御性状遗传及其对基因型-环境相互作用的影响的新颖方法。

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