School of Forestry, Northern Arizona University, 200 E. Pine Knoll, Flagstaff, AZ, 86011, USA.
Department of Biomedical Engineering, Computer Science and Biostatistics & Center for Computational Biology, John Hopkins University, 3100 Wyman Park Dr, Wyman Park Building, Room S220, Baltimore, MD, 21211, USA.
Plant J. 2022 Jan;109(1):7-22. doi: 10.1111/tpj.15592. Epub 2021 Dec 8.
Drought is a major limitation for survival and growth in plants. With more frequent and severe drought episodes occurring due to climate change, it is imperative to understand the genomic and physiological basis of drought tolerance to be able to predict how species will respond in the future. In this study, univariate and multitrait multivariate genome-wide association study methods were used to identify candidate genes in two iconic and ecosystem-dominating species of the western USA, coast redwood and giant sequoia, using 10 drought-related physiological and anatomical traits and genome-wide sequence-capture single nucleotide polymorphisms. Population-level phenotypic variation was found in carbon isotope discrimination, osmotic pressure at full turgor, xylem hydraulic diameter, and total area of transporting fibers in both species. Our study identified new 78 new marker × trait associations in coast redwood and six in giant sequoia, with genes involved in a range of metabolic, stress, and signaling pathways, among other functions. This study contributes to a better understanding of the genomic basis of drought tolerance in long-generation conifers and helps guide current and future conservation efforts in the species.
干旱是植物生存和生长的主要限制因素。由于气候变化导致干旱事件更加频繁和严重,了解耐旱性的基因组和生理基础对于预测物种未来的反应至关重要。在这项研究中,使用了单变量和多变量多性状全基因组关联研究方法,使用 10 个与干旱相关的生理和解剖性状以及全基因组序列捕获单核苷酸多态性,鉴定了美国西部两个标志性和生态系统占主导地位的物种——海岸红杉和巨型红杉中的候选基因。在这两个物种中,我们发现了碳同位素分馏、充分膨压时的渗透压、木质部水力直径和运输纤维总面积等方面的群体水平表型变异。我们的研究在海岸红杉中确定了 78 个新的标记-性状关联,在巨型红杉中确定了 6 个,涉及到代谢、应激和信号通路等多种功能的基因。这项研究有助于更好地理解长世代针叶树耐旱性的基因组基础,并有助于指导当前和未来对这些物种的保护工作。