Idrissi Omar, Udupa Sripada M, De Keyser Ellen, McGee Rebecca J, Coyne Clarice J, Saha Gopesh C, Muehlbauer Fred J, Van Damme Patrick, De Riek Jan
Department of Plant Production, Faculty of Bioscience Engineering, Ghent UniversityGhent, Belgium; Institut National de la Recherche Agronomique du Maroc (INRA), Centre Régional de SettatSettat, Morocco.
International Center for Agricultural Research in the Dry Areas, Institut National de la Recherche Agronomique Morocco Cooperative Research Project Rabat, Morocco.
Front Plant Sci. 2016 Aug 23;7:1174. doi: 10.3389/fpls.2016.01174. eCollection 2016.
Drought is one of the major abiotic stresses limiting lentil productivity in rainfed production systems. Specific rooting patterns can be associated with drought avoidance mechanisms that can be used in lentil breeding programs. In all, 252 co-dominant and dominant markers were used for Quantitative Trait Loci (QTL) analysis on 132 lentil recombinant inbred lines based on greenhouse experiments for root and shoot traits during two seasons under progressive drought-stressed conditions. Eighteen QTLs controlling a total of 14 root and shoot traits were identified. A QTL-hotspot genomic region related to a number of root and shoot characteristics associated with drought tolerance such as dry root biomass, root surface area, lateral root number, dry shoot biomass and shoot length was identified. Interestingly, a QTL (QRSratioIX-2.30) related to root-shoot ratio, an important trait for drought avoidance, explaining the highest phenotypic variance of 27.6 and 28.9% for the two consecutive seasons, respectively, was detected. This QTL was closed to the co-dominant SNP marker TP6337 and also flanked by the two SNP TP518 and TP1280. An important QTL (QLRNIII-98.64) related to lateral root number was found close to TP3371 and flanked by TP5093 and TP6072 SNP markers. Also, a QTL (QSRLIV-61.63) associated with specific root length was identified close to TP1873 and flanked by F7XEM6b SRAP marker and TP1035 SNP marker. These two QTLs were detected in both seasons. Our results could be used for marker-assisted selection in lentil breeding programs targeting root and shoot characteristics conferring drought avoidance as an efficient alternative to slow and labor-intensive conventional breeding methods.
干旱是限制雨养生产系统中小扁豆生产力的主要非生物胁迫之一。特定的根系模式可能与可用于小扁豆育种计划的干旱规避机制相关。总共使用了252个共显性和显性标记,基于在渐进干旱胁迫条件下两个季节温室中根系和地上部性状的实验,对132个小扁豆重组自交系进行数量性状位点(QTL)分析。鉴定出18个控制总共14个根系和地上部性状的QTL。确定了一个与许多与耐旱性相关的根系和地上部特征有关的QTL热点基因组区域,如干根生物量、根表面积、侧根数、干地上部生物量和地上部长。有趣的是,检测到一个与根冠比相关的QTL(QRSratioIX-2.30),根冠比是干旱规避的一个重要性状,分别解释了连续两个季节最高的表型变异,为27.6%和28.9%。该QTL靠近共显性SNP标记TP6337,并且两侧还有两个SNP标记TP518和TP1280。发现一个与侧根数相关的重要QTL(QLRNIII-98.64)靠近TP3371,两侧是TP5093和TP6072 SNP标记。此外,鉴定出一个与特定根长相关的QTL(QSRLIV-61.63)靠近TP1873,两侧是F7XEM6b SRAP标记和TP1035 SNP标记。这两个QTL在两个季节均被检测到。我们的结果可用于小扁豆育种计划中的标记辅助选择,目标是针对赋予干旱规避能力的根系和地上部特征,作为缓慢且劳动密集型传统育种方法的有效替代方法。