MTT Agrifood Research Finland, Biometrical Genetics, Jokioinen, Finland.
PLoS One. 2012;7(6):e38766. doi: 10.1371/journal.pone.0038766. Epub 2012 Jun 11.
Microenvironmental sensitivity of a genotype refers to the ability to buffer against non-specific environmental factors, and it can be quantified by the amount of residual variation in a trait expressed by the genotype's offspring within a (macro)environment. Due to the high degree of polymorphism in behavioral, growth and life-history traits, both farmed and wild salmonids are highly susceptible to microenvironmental variation, yet the heritable basis of this characteristic remains unknown. We estimated the genetic (co)variance of body weight and its residual variation in 2-year-old rainbow trout (Oncorhynchus mykiss) using a multigenerational data of 45,900 individuals from the Finnish national breeding programme. We also tested whether or not microenvironmental sensitivity has been changed as a correlated genetic response when genetic improvement for growth has been practiced over five generations. The animal model analysis revealed the presence of genetic heterogeneity both in body weight and its residual variation. Heritability of residual variation was remarkably lower (0.02) than that for body weight (0.35). However, genetic coefficient of variation was notable in both body weight (14%) and its residual variation (37%), suggesting a substantial potential for selection responses in both traits. Furthermore, a significant negative genetic correlation (-0.16) was found between body weight and its residual variation, i.e., rapidly growing genotypes are also more tolerant to perturbations in microenvironment. The genetic trends showed that fish growth was successfully increased by selective breeding (an average of 6% per generation), whereas no genetic change occurred in residual variation during the same period. The results imply that genetic improvement for body weight does not cause a concomitant increase in microenvironmental sensitivity. For commercial production, however, there may be high potential to simultaneously improve weight gain and increase its uniformity if both criteria are included in a selection index.
基因型的微环境敏感性是指缓冲非特异性环境因素的能力,可以通过基因型后代在(宏)环境中表现出的性状的剩余变异量来量化。由于行为、生长和生活史性状具有高度的多态性,养殖和野生鲑鱼都非常容易受到微环境变化的影响,但这种特征的遗传基础仍然未知。我们使用芬兰国家育种计划的 45900 个个体的多世代数据,估计了 2 龄虹鳟(Oncorhynchus mykiss)体重及其剩余变异的遗传(协)方差。我们还测试了在经过五代生长遗传改良后,微环境敏感性是否作为一个相关的遗传响应发生了变化。动物模型分析显示,体重及其剩余变异都存在遗传异质性。剩余变异的遗传力明显低于体重(0.02 对 0.35)。然而,体重(14%)和其剩余变异(37%)的遗传变异系数都很显著,这表明这两个性状都有很大的选择响应潜力。此外,体重和其剩余变异之间存在显著的负遗传相关(-0.16),即快速生长的基因型对微环境的干扰也更具耐受性。遗传趋势表明,通过选择性繁殖成功地增加了鱼类的生长速度(平均每代增加 6%),而在同一时期,剩余变异没有发生遗传变化。这些结果表明,体重的遗传改良不会导致微环境敏感性的相应增加。然而,对于商业生产,如果在选择指数中同时包含这两个标准,那么同时提高增重和增加其均匀性可能具有很大的潜力。