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Mapping QTL Associated with Traits Affecting Grain Yield in Chickpea ( L.) under Terminal Drought Stress

机译:终端干旱胁迫下与影响鹰嘴豆籽粒产量的性状相关的QTL定位

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The aim of this study was to evaluate a set of recombinant inbred lines (RILs) for agronomic and physiological traits under drought conditions and to locate quantitative trait loci (QTL) associated with them. This study used a RIL population derived from a cross between drought tolerant (ILC 588) and susceptible (ILC 3279) genotypes. The population consisting of 155 RILs was grown under drought conditions in the field at Tel Hadya, Syria, in 2006 and 2007 and at Breda, Syria, in 2007. A genetic map consisting of eight linkage groups was developed using 97 simple sequence repeat (SSR) markers. The results revealed that high harvest index (HI), early flowering, and early maturity were the important attributes contributing to higher grain yield under drought. Higher stomatal conductance (gs) and cooler canopies (canopy temperature minus air temperature [Tca€“Ta]) can also lead to better performance under drought conditions. Quantitative trait locus analysis identified 15 genomic regions significantly associated with various traits affecting drought tolerance in chickpea. Important QTL detected in this study included two QTL for HI explaining 38% of the total phenotypic variability of the trait, four QTL for flowering explaining 45%, and three QTL for maturity explaining 52% on a cumulative basis. Three QTL for gs and six QTL for Tca€“Ta also detected explained 7 to 15% phenotypic variability individually. Two QTL (Q3-1 and Q1-1) on linkage group 3 (LG3) and LG1 showed effects on many traits related to drought. Hence, these regions can be further explored in future drought studies.
机译:这项研究的目的是评估一组在干旱条件下的农艺和生理特性的重组自交系(RIL),并找到与其相关的数量性状基因座(QTL)。这项研究使用了来自耐旱(ILC 588)和易感(ILC 3279)基因型之间杂交的RIL种群。由155个RIL组成的种群分别于2006年和2007年在叙利亚的Tel Hadya和2007年的叙利亚Breda的田间在干旱条件下生长。使用97个简单序列重复序列(SSR)开发了由8个连锁群组成的遗传图)标记。结果表明,高收割指数(HI),早开花和早熟是干旱条件下提高谷物产量的重要因素。较高的气孔导度(gs)和较凉的顶篷(顶篷温度减去空气温度[Tca?Ta])也可以在干旱条件下提高性能。数量性状基因座分析确定了与影响鹰嘴豆耐旱性的各种性状显着相关的15个基因组区域。在这项研究中检测到的重要QTL包括两个HI的QTL解释了该性状的总表型变异性的38%,四个QTL的开花解释了45%的性状,三个成熟的QTL解释了52%的累积性。 gs的三个QTL和Tca-Ta的六个QTL也分别解释了7至15%的表型变异性。连锁群3(LG3)和LG1上的两个QTL(Q3-1和Q1-1)对许多与干旱相关的性状都有影响。因此,可以在未来的干旱研究中进一步探索这些地区。

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