PEGASE, INRAE, Institut Agro, 35590, Saint Gilles, France.
Wageningen University & Research Animal Breeding & Genomics, P.O. Box 338, 6700 AH, Wageningen, The Netherlands.
Genet Sel Evol. 2022 Apr 20;54(1):26. doi: 10.1186/s12711-022-00716-8.
There is growing interest in using genetic selection to obtain more resilient farm animals (i.e. that are minimally affected by disturbances or rapidly recover from them). The aims of this study were to: (i) estimate the genetic parameters of resilience indicator traits based on egg production data, (ii) assess whether these traits are genetically correlated in purebreds and crossbreds, and (iii) assess the genetic correlations of these traits with egg production (EP) as total number of eggs between 25 and 83 weeks. Purebred hens (33,825 from a White Leghorn (WA) line and 34,397 from a Rhode Island (BD) line were housed in individual cages, while crossbred hens were housed in collective cages of 6 to 8 paternal half-sibs (12,852 WA and 3898 BD crossbred groups, where the name of the group refers to the line used as the sire). Deviations of a hen's weekly egg production from the average of the corresponding batch were calculated. Resilience indicator traits investigated were the natural logarithm of the variance (LNVAR), the skewness (SKEW), and the lag-one autocorrelation (AUTO-R) of these deviations.
In both purebred lines, EP was estimated to be lowly heritable (WA: 0.11 and BD: 0.12). Resilience indicators were also estimated to be lowly heritable in both lines (LNVAR: 0.10 and 0.12, SKEW: 0.04 and 0.02, AUTO-R: 0.06 and 0.08 in WA and BD, respectively). In both crossbred groups, EP, AUTO-R, and SKEW were estimated to be less heritable than in purebreds (EP: [Formula: see text] ≤ 0.07; and resilience indicator traits: [Formula: see text] ≤ 0.03), while LNVAR had an [Formula: see text] estimate that was similar to or higher in crossbreds ([Formula: see text] ranged from 0.13 to 0.21) than in purebreds. In both purebreds and crossbreds, resilience indicator traits were estimated to have favorable genetic correlations with EP and between each other. For all traits and in both lines, estimates of genetic correlations between purebreds and crossbreds ([Formula: see text]) differed from 1 and ranged from 0.16 to 0.63.
These results show that selection for resilience based on EP data can be considered in breeding programs for layers. Genetic improvement of resilience in crossbreds can be achieved by using information on purebreds, but would be greatly enhanced by the integration of information on crossbreds in breeding programs.
利用遗传选择来获得更具弹性的农场动物(即受干扰影响最小或能迅速从干扰中恢复的动物)的兴趣日益浓厚。本研究的目的是:(i)根据产蛋数据估计弹性指标性状的遗传参数,(ii)评估这些性状在纯种和杂交种中的遗传相关性,以及(iii)评估这些性状与产蛋量(EP)之间的遗传相关性(EP 作为 25 至 83 周之间的总蛋数)。纯种母鸡(33825 只为白来航鸡(WA)系,34397 只为罗得岛红鸡(BD)系)被单独饲养在笼子里,而杂交母鸡则被饲养在 6 到 8 个父本半同胞的集体笼子里(12852 只为 WA 杂交群,3898 只为 BD 杂交群,群名指的是用作父本的系)。母鸡每周产蛋量与相应批次平均值的偏差被计算出来。所研究的弹性指标性状是这些偏差的自然对数方差(LNVAR)、偏度(SKEW)和滞后一个自相关(AUTO-R)。
在两个纯种系中,EP 的遗传力估计都很低(WA:0.11,BD:0.12)。在两个系中,弹性指标也被估计为遗传力较低(LNVAR:0.10 和 0.12,SKEW:0.04 和 0.02,AUTO-R:0.06 和 0.08 在 WA 和 BD 中)。在两个杂交群中,EP、AUTO-R 和 SKEW 的遗传力估计都低于纯种(EP:[公式:见文本]≤0.07;和弹性指标性状:[公式:见文本]≤0.03),而 LNVAR 的[公式:见文本]估计值在杂交种中相似或高于纯种([公式:见文本]范围为 0.13 至 0.21)。在纯种和杂交种中,弹性指标性状与 EP 之间以及彼此之间都被估计为具有有利的遗传相关性。对于所有性状和两个系,纯种和杂交种之间遗传相关性的估计值([公式:见文本])不同于 1,范围从 0.16 到 0.63。
这些结果表明,基于 EP 数据的弹性选择可以在蛋鸡的育种计划中考虑。通过使用纯种的信息,可以实现杂交种的弹性遗传改良,但通过将杂交种的信息整合到育种计划中,可以大大提高弹性遗传改良的效果。