INRA, Research Unit on Forest Breeding, Genetics and Physiology (UR 0588 AGPF), Centre de recherche Val-de-Loire, 45075 Ardon, France.
Department of Ecology & Evolutionary Biology, University of Connecticut, Storrs, CT 01230.
G3 (Bethesda). 2019 Jan 9;9(1):21-32. doi: 10.1534/g3.118.200697.
The link between phenotypic plasticity and heterosis is a broad fundamental question, with stakes in breeding. We report a case-study evaluating temporal series of wood ring traits of hybrid larch ( × and reciprocal) in relation to soil water availability. Growth rings record the tree plastic responses to past environmental conditions, and we used random regressions to estimate the reaction norms of ring width and wood density with respect to water availability. We investigated the role of phenotypic plasticity on the construction of hybrid larch heterosis and on the expression of its quantitative genetic parameters. The data came from an intra-/interspecific diallel mating design between both parental species. Progenies were grown in two environmentally contrasted sites, in France. Ring width plasticity with respect to water availability was confirmed, as all three taxa produced narrower rings under the lowest water availability. Hybrid larch appeared to be the most plastic taxon as its superiority over its parental species increased with increasing water availability. Despite the low heritabilities of the investigated traits, we found that the expression of a reliable negative correlation between them was conditional to the water availability environment. Finally, by means of a complementary simulation, we demonstrated that random regression can be applied to model the reaction norms of non-repeated records of phenotypic plasticity bound by a family structure. Random regression is a powerful tool for the modeling of reaction norms in various contexts, especially perennial species.
表型可塑性和杂种优势之间的联系是一个广泛的基础问题,在育种方面具有重要意义。我们报告了一个案例研究,评估了杂种落叶松( × 和正反交)木材年轮特征与土壤水分供应之间的时间序列关系。生长年轮记录了树木对过去环境条件的可塑性反应,我们使用随机回归来估计年轮宽度和木材密度对水分供应的反应规范。我们研究了表型可塑性在杂种落叶松杂种优势构建和其数量遗传参数表达中的作用。这些数据来自于两个亲本物种之间的种内/种间双列交配设计。后代在法国两个环境差异较大的地点生长。对水分供应的年轮宽度可塑性得到了证实,因为所有三个分类群在水分供应最低的情况下产生更窄的年轮。杂种落叶松似乎是最具可塑性的分类群,因为它相对于双亲种的优势随着水分供应的增加而增加。尽管所研究性状的遗传力较低,但我们发现,它们之间可靠的负相关表达是有条件的,取决于水分供应环境。最后,通过补充模拟,我们证明了随机回归可用于模拟由家族结构约束的非重复记录的表型可塑性的反应规范。随机回归是在各种情况下建模反应规范的强大工具,尤其是对多年生物种。