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Association of AFLP and SSR markers with agronomic and fibre quality traits in Gossypium hirsutum L

机译:AFLP和SSR标记与陆地棉农艺和纤维品质性状的关联

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摘要

Molecular markers linked to QTL contributing to agronomic and fibre quality traits would be useful for cotton improvement. We have attempted to tag yield and fibre quality traits with AFLP and SSR markers using F_2 and F_3 populations of a cross between two Gossypium hirsutum varieties, PS56-4 and RS2013. Out of 50 AFLP primer combinations and 177 SSR primer pairs tested, 32 AFLP and four SSR primers were chosen for genotyping F_2 individuals. Marker-trait associations were studied for eight agronomic and five fibre quality traits through simple and multiple regression analysis (MRA) using a set of 92 AFLP polymorphic loci and four SSR markers. Simple linear regression analysis (SLRA) identified 23 markers for eight different traits whereas multiple regression analysis identified 30 markers for at least one of the 13 traits. SSR marker BNL 3502 was consistently identified to be associated with fibre strength. While all the markers identified in SLRA were also detected in MRA, as many as 16 of the 30 markers were identified to be associated with respective traits in both F_2 and F_3 generations. The markers explained up to 41 per cent of phenotypic variation for individual traits. A number of markers were found to be associated with multiple traits suggesting clustering of QTLs for fibre quality traits in cotton.
机译:与QTL相关的分子标记有助于农艺和纤维品质性状的改良。我们已经尝试使用两个陆地棉变种PS56-4和RS2013之间杂交的F_2和F_3群体,用AFLP和SSR标记标记产量和纤维品质性状。在50种AFLP引物组合和177种SSR引物对中,选择32种AFLP和4种SSR引物对F_2个体进行基因分型。使用一组92个AFLP多态性位点和四个SSR标记,通过简单多元回归分析(MRA)研究了八个农艺性状和五个纤维品质性状的标记性状关联。简单线性回归分析(SLRA)为8个不同性状确定了23个标记,而多元回归分析为13个性状中的至少一个鉴定了30个标记。 SSR标记BNL 3502始终被确定与纤维强度有关。虽然在MRA中也检测到了SLRA中鉴定出的所有标记,但在F_2和F_3世代中,鉴定出的30种标记中有多达16种与各自的性状相关。这些标志物解释了每种性状表型变异的41%。发现许多标记物与多种性状有关,表明棉花纤维品质性状的QTL聚类。

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