Nemli Seda, Asciogul Tansel Kaygisiz, Kaya Hilal Betul, Kahraman Abdullah, Eşiyok Dursun, Tanyolac Bahattin
Ege University -, Department of Bioengineering, Bornova-Izmir, 35100, Turkey.
J Sci Food Agric. 2014 Dec;94(15):3141-51. doi: 10.1002/jsfa.6664. Epub 2014 May 12.
The common bean is the most important grain legume and a major source of protein in many developing countries. We analysed the following traits: pod fibre (PF), seeds per pod (SPP), plant type (PT), growth habit (GH), and days to flowering (DF) for a set of diverse common bean accessions and determined whether such traits were associated with amplified fragment length polymorphism (AFLP), simple sequence repeat (SSR) and single nucleotide polymorphism (SNP) markers.
In this study, 66 common bean genotypes were used and genotyped with 233 AFLP, 105 SNP and 80 SSR markers. The association analysis between markers and five traits was performed using a General Linear Model (GLM) in Trait Analysis by aSSociation, Evolution and Linkage (TASSEL). The population structure was determined using the STRUCTURE software, and seven groups (K = 7) were identified among genotypes. The associations for such traits were identified and quantified; 62 markers were associated with the five traits.
This study demonstrated that association mapping using a reasonable number of markers, distributed across the genome and with the appropriate number of individuals harboured to detect DNA markers linked to the traits of PF, SPP, PT, GH and DF in common bean.
普通菜豆是最重要的食用豆类,也是许多发展中国家蛋白质的主要来源。我们分析了一组不同的普通菜豆种质的以下性状:豆荚纤维(PF)、每荚种子数(SPP)、植株类型(PT)、生长习性(GH)和开花天数(DF),并确定这些性状是否与扩增片段长度多态性(AFLP)、简单序列重复(SSR)和单核苷酸多态性(SNP)标记相关。
在本研究中,使用了66个普通菜豆基因型,并使用233个AFLP、105个SNP和80个SSR标记进行基因分型。通过性状分析、进化和连锁分析(TASSEL)中的广义线性模型(GLM)对标记与五个性状之间进行关联分析。使用STRUCTURE软件确定群体结构,在基因型中鉴定出七个组(K = 7)。确定并量化了这些性状的关联;62个标记与这五个性状相关。
本研究表明,使用合理数量的标记进行关联作图,这些标记分布在基因组中,并且有适当数量的个体用于检测与普通菜豆中PF、SPP、PT、GH和DF性状相关的DNA标记。