Laverdière Jean-Philippe, Lenz Patrick, Nadeau Simon, Depardieu Claire, Isabel Nathalie, Perron Martin, Beaulieu Jean, Bousquet Jean
Canada Research Chair in Forest Genomics Institute for Systems and Integrative Biology and Centre for Forest Research Université Laval Québec QC Canada.
Natural Resources Canada Canadian Forest Service Canadian Wood Fibre Centre Québec QC Canada.
Evol Appl. 2022 Feb 28;15(3):383-402. doi: 10.1111/eva.13348. eCollection 2022 Mar.
With climate change, increasingly intense and frequent drought episodes will be affecting water availability for boreal tree species, prompting tree breeders and forest managers to consider adaptation to drought stress as a priority in their reforestation efforts. We used a 19-year-old polycross progeny test of the model conifer white spruce () replicated on two sites affected by distinct drought episodes at different ages to estimate the genetic control and the potential for improvement of drought response in addition to conventional cumulative growth and wood quality traits. Drought response components were measured from dendrochronological signatures matching drought episodes in wood ring increment cores. We found that trees with more vigorous growth during their lifespan resisted better during the current year of a drought episode when the drought had more severe effects. Phenotypic data were also analyzed using genomic prediction (GBLUP) relying on the genomic relationship matrix of multi-locus gene SNP marker information, and conventional analysis (ABLUP) based on validated pedigree information. The accuracy of predicted breeding values for drought response components was marginally lower than that for conventional traits and comparable between GBLUP and ABLUP. Genetic correlations were generally low and nonsignificant between drought response components and conventional traits, except for resistance which was positively correlated to tree height. Heritability estimates for the components of drought response were slightly lower than for conventional traits, but similar single-trait genetic gains could be obtained. Multi-trait genomic selection simulations indicated that it was possible to improve simultaneously for all traits on both sites while sacrificing little on gain in tree height. In a context of rapid climate change, our results suggest that with careful phenotypic assessment, drought response may be considered in multi-trait improvement of white spruce, with accelerated screening of large numbers of candidates and selection at young age with genomic selection.
随着气候变化,日益强烈和频繁的干旱事件将影响北方树种的水资源供应,促使树木育种者和森林管理者在重新造林工作中把适应干旱胁迫作为优先事项。我们利用一种针叶树模式树种白云杉()的19年多系杂交子代试验,该试验在两个受不同年龄阶段不同干旱事件影响的地点进行了重复,以估计除了传统的累积生长和木材质量性状外,干旱响应的遗传控制和改良潜力。通过与木环增量芯中干旱事件相匹配的树木年代学特征来测量干旱响应成分。我们发现,在其生命周期中生长更为旺盛的树木,在干旱事件当年干旱影响更为严重时,抵抗能力更强。还使用了基于多位点基因SNP标记信息的基因组关系矩阵的基因组预测(GBLUP)以及基于经过验证的系谱信息的传统分析(ABLUP)对表型数据进行了分析。干旱响应成分预测育种值的准确性略低于传统性状,并且在GBLUP和ABLUP之间相当。除了抗性与树高呈正相关外,干旱响应成分与传统性状之间的遗传相关性通常较低且不显著。干旱响应成分的遗传力估计略低于传统性状,但可以获得相似的单性状遗传增益。多性状基因组选择模拟表明,有可能在两个地点同时改良所有性状,而在树高增益方面牺牲较小。在快速气候变化的背景下,我们的结果表明,通过仔细的表型评估,在白云杉的多性状改良中可以考虑干旱响应,通过基因组选择加速对大量候选个体的筛选并在幼年进行选择。