Canada Research Chair in Forest Genomics, Institute for Systems and Integrative Biology, Université Laval, Québec, QC, Canada.
Centre for Forest Research, Département des sciences du bois et de la forêt, Université Laval, Québec, QC, Canada.
Mol Ecol. 2021 Aug;30(16):3898-3917. doi: 10.1111/mec.15846. Epub 2021 Mar 6.
As boreal forests face significant threats from climate change, understanding evolutionary trajectories of coniferous species has become fundamental to adapting management and conservation to a drying climate. We examined the genomic architecture underlying adaptive variation related to drought tolerance in 43 populations of a widespread boreal conifer, white spruce (Picea glauca [Moench] Voss), by combining genotype-environment associations, genotype-phenotype associations, and transcriptomics. Adaptive genetic variation was identified by correlating allele frequencies for 6,153 single nucleotide polymorphisms from 2,606 candidate genes with temperature, precipitation and aridity gradients, and testing for significant associations between genotypes and 11 dendrometric and drought-related traits (i.e., anatomical, growth response and climate-sensitivity traits) using a polygenic model. We identified a set of 285 genes significantly associated with a climatic factor or a phenotypic trait, including 110 that were differentially expressed in response to drought under greenhouse-controlled conditions. The interlinked phenotype-genotype-environment network revealed eight high-confidence genes involved in white spruce adaptation to drought, of which four were drought-responsive in the expression analysis. Our findings represent a significant step toward the characterization of the genomic basis of drought tolerance and adaptation to climate in conifers, which is essential to enable the establishment of resilient forests in view of new climate conditions.
随着北方森林面临气候变化的重大威胁,了解针叶树种的进化轨迹对于适应管理和保护以应对干燥气候变得至关重要。我们通过结合基因型-环境关联、基因型-表型关联和转录组学,研究了广泛分布于北方森林的云杉(Picea glauca [Moench] Voss)43 个种群中与耐旱性相关的适应性变异的基因组结构。通过将 2606 个候选基因中的 6153 个单核苷酸多态性的等位基因频率与温度、降水和干旱梯度相关联,并使用多基因模型检验基因型与 11 个树体和与干旱相关的性状(即解剖学、生长响应和气候敏感性性状)之间的显著关联,鉴定了适应性遗传变异。我们确定了一组 285 个与气候因子或表型性状显著相关的基因,其中包括 110 个在温室控制条件下对干旱响应差异表达的基因。相互关联的表型-基因型-环境网络揭示了 8 个与云杉适应干旱相关的高可信度基因,其中 4 个在表达分析中对干旱有响应。我们的研究结果代表了朝着描述针叶树耐旱性和对气候适应的基因组基础迈出的重要一步,这对于在新的气候条件下建立有弹性的森林至关重要。