Gómez-Espejo Ana L, Sansaloni Carolina Paola, Burgueño Juan, Toledo Fernando H, Benavides-Mendoza Adalberto, Reyes-Valdés M Humberto
Programa de Doctorado en Recursos Fitogenéticos para Zonas Áridas, Universidad Autónoma Agraria Antonio Narro (UAAAN), Saltillo 25315, Mexico.
International Maize and Wheat Improvement Center (CIMMYT), Texcoco 56237, Mexico.
Plants (Basel). 2022 Sep 1;11(17):2289. doi: 10.3390/plants11172289.
Genome-environment Associations (GEA) or Environmental Genome-Wide Association scans (EnvGWAS) have been poorly applied for studying the genomics of adaptive traits in bread wheat landraces ( L.). We analyzed 990 landraces and seven climatic variables (mean temperature, maximum temperature, precipitation, precipitation seasonality, heat index of mean temperature, heat index of maximum temperature, and drought index) in GEA using the FarmCPU approach with GAPIT. Historical temperature and precipitation values were obtained as monthly averages from 1970 to 2000. Based on 26,064 high-quality SNP loci, landraces were classified into ten subpopulations exhibiting high genetic differentiation. The GEA identified 59 SNPs and nearly 89 protein-encoding genes involved in the response processes to abiotic stress. Genes related to biosynthesis and signaling are mainly mediated by , (), () (), and (), which are known to operate together in modulation responses to heat stress and drought in plants. In addition, we identified some proteins associated with the response and tolerance to stress by high temperatures, water deficit, and cell wall functions. The results provide candidate regions for selection aimed to improve drought and heat tolerance in bread wheat and provide insights into the genetic mechanisms involved in adaptation to extreme environments.
基因组-环境关联分析(GEA)或环境全基因组关联扫描(EnvGWAS)在研究面包小麦地方品种(L.)适应性性状的基因组学方面应用较少。我们使用带有GAPIT的FarmCPU方法,在GEA中分析了990个地方品种和七个气候变量(平均温度、最高温度、降水量、降水季节性、平均温度热指数、最高温度热指数和干旱指数)。历史温度和降水量值是从1970年到2000年的月平均值。基于26,064个高质量单核苷酸多态性(SNP)位点,地方品种被分为十个表现出高度遗传分化的亚群。GEA鉴定出59个SNP和近89个参与非生物胁迫响应过程的蛋白质编码基因。与生物合成和信号传导相关的基因主要由 、 ()、 ()()和 介导,已知它们在植物对热胁迫和干旱的调节反应中共同起作用。此外,我们鉴定出一些与高温、水分亏缺和细胞壁功能的胁迫响应和耐受性相关的蛋白质。这些结果为旨在提高面包小麦耐旱性和耐热性的选择提供了候选区域,并为参与适应极端环境的遗传机制提供了见解。