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Quantitative Trait Loci Associated with Phenological Development Low-Temperature Tolerance Grain Quality and Agronomic Characters in Wheat (Triticum aestivum L.)

机译:小麦(Triticum aestivum L.)物候发育耐低温性籽粒品质和农艺性状的数量性状位点

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摘要

Plants must respond to environmental cues and schedule their development in order to react to periods of abiotic stress and commit fully to growth and reproduction under favorable conditions. This study was initiated to identify SNP markers for characters expressed from the seedling stage to plant maturity in spring and winter wheat (Triticum aestivum L.) genotypes adapted to western Canada. Three doubled haploid populations with the winter cultivar ‘Norstar’ as a common parent were developed and genotyped with a 90K Illumina iSelect SNP assay and a 2,998.9 cM consensus map with 17,541 markers constructed. High heritability’s reflected large differences among the parents and relatively low genotype by environment interactions for all characters considered. Significant QTL were detected for the 15 traits examined. However, different QTL for days to heading in controlled environments and the field provided a strong reminder that growth and development are being orchestrated by environmental cues and caution should be exercised when extrapolating conclusions from different experiments. A QTL on chromosome 6A for minimum final leaf number, which determines the rate of phenological development in the seedling stage, was closely linked to QTL for low-temperature tolerance, grain quality, and agronomic characters expressed up to the time of maturity. This suggests phenological development plays a critical role in programming subsequent outcomes for many traits. Transgressive segregation was observed for the lines in each population and QTL with additive effects were identified suggesting that genes for desirable traits could be stacked using Marker Assisted Selection. QTL were identified for characters that could be transferred between the largely isolated western Canadian spring and winter wheat gene pools demonstrating the opportunities offered by Marker Assisted Selection to act as bridges in the identification and transfer of useful genes among related genetic islands while minimizing the drag created by less desirable genes.
机译:植物必须对环境提示作出反应并安排其发育,以便对非生物胁迫时期做出反应,并在有利条件下充分致力于生长和繁殖。开始这项研究以鉴定适合于加拿大西部的春小麦和冬小麦(Triticum aestivum L.)基因型从苗期到植物成熟表达的特征的SNP标记。开发了三个以冬季品种“ Norstar”作为共同亲本的单倍体群体,并通过90K Illumina iSelect SNP分析和2,998.9 cM共有图谱(包含17,541个标记)对它们进行了基因分型。高遗传力反映了父母之间的巨大差异,而环境相互作用对所有考虑到的角色的基因型相对较低。检测到的15个性状均检测到显着的QTL。但是,在受控环境和田间使用几天的不同QTL强烈提醒我们,增长和发展受到环境提示的影响,在推断不同实验的结论时应谨慎行事。 6A染色体上的最小最终叶数的QTL(决定幼苗期物候发育的速率)与QTL紧密相关,该QTL具有耐低温性,谷物品质和直至成熟期的农艺性状。这表明物候发展在许多特征的后续结果编程中起着关键作用。在每个种群中观察到品系的海马分离,并鉴定出具有加性效应的QTL,这表明可以使用标记辅助选择来堆叠具有所需性状的基因。 QTL被鉴定出可以在很大程度上隔离的加拿大西部春季和冬季小麦基因库之间转移的字符,这表明标记辅助选择提供了机会,在相关遗传岛之间鉴定和转移有用基因的桥梁,同时最大程度地减少了造成的阻力通过不太理想的基因。

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