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Verification of QTL for Grain Starch Content and Its Genetic Correlation with Oil Content Using Two Connected RIL Populations in High-Oil Maize

机译:利用两个高油玉米RIL群体分析籽粒淀粉含量的QTL及其与油含量的遗传相关性

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摘要

Grain oil content is negatively correlated with starch content in maize in general. In this study, 282 and 263 recombinant inbred lines (RIL) developed from two crosses between one high-oil maize inbred and two normal dent maize inbreds were evaluated for grain starch content and its correlation with oil content under four environments. Single-trait QTL for starch content in single-population and joint-population analysis, and multiple-trait QTL for both starch and oil content were detected, and compared with the result obtained in the two related F2∶3 populations. Totally, 20 single-population QTL for grain starch content were detected. No QTL was simultaneously detected across all ten cases. QTL at bins 5.03 and 9.03 were all detected in both populations and in 4 and 5 cases, respectively. Only 2 of the 16 joint-population QTL had significant effects in both populations. Three single-population QTL and 8 joint-population QTL at bins 1.03, 1.04–1.05, 3.05, 8.04–8.05, 9.03, and 9.05 could be considered as fine-mapped. Common QTL across F2∶3 and RIL generations were observed at bins 5.04, 8.04 and 8.05 in population 1 (Pop.1), and at bin 5.03 in population 2 (Pop.2). QTL at bins 3.02–3.03, 3.05, 8.04–8.05 and 9.03 should be focused in high-starch maize breeding. In multiple-trait QTL analysis, 17 starch-oil QTL were detected, 10 in Pop.1 and 7 in Pop.2. And 22 single-trait QTL failed to show significance in multiple-trait analysis, 13 QTL for starch content and 9 QTL for oil content. However, QTL at bins 1.03, 6.03–6.04 and 8.03–8.04 might increase grain starch content and/or grain oil content without reduction in another trait. Further research should be conducted to validate the effect of these QTL in the simultaneous improvement of grain starch and oil content in maize.
机译:通常,玉米中的谷物油含量与淀粉含量呈负相关。在这项研究中,评估了从一个高油玉米自交系和两个普通凹齿玉米自交系之间的两个杂交产生的282和263重组自交系(RIL)在四种环境下的谷物淀粉含量及其与含油量的相关性。在单种群和联合种群分析中检测了淀粉含量的单性状QTL,对淀粉和油脂含量的多性状QTL进行了检测,并与两个相关的F2∶3种群的结果进行了比较。总共检测到20个单粮QTL的谷物淀粉含量。在所有十个案例中未同时检测到QTL。在两个种群中分别在4个和5个病例中都检测到了5.03和9.03箱处的QTL。 16个联合QTL中只有2个在两个人群中都有显着影响。可以将三个单独的QTL和8个联合的QTL分别位于仓位1.03、1.04-1.05、3.05、8.04-8.05、9.03和9.05处。在种群1(Pop.1)的bin 5.04、8.04和8.05处以及种群2(pop.2)的bin 5.03处观察到了F2∶3和RIL代之间的常见QTL。在3.02–3.03、3.05、8.04–8.05和9.03格的QTL应该集中在高淀粉玉米育种上。在多性状QTL分析中,检测到17个淀粉-油质QTL,在Pop.1中检测到10个,在Pop.2中检测到7个。 22个单性状QTL在多性状分析中没有显示显着性,淀粉含量为13个QTL,油脂含量为9个QTL。但是,位于第1.03、6.03-6.04和8.03-8.04箱的QTL可能会增加谷物淀粉含量和/或谷物油含量,而不会降低其他性状。应进行进一步的研究以验证这些QTL在同时提高玉米籽粒淀粉和油含量中的作用。

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