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A Genome Wide Association Study of arabinoxylan content in 2-row spring barley grain

机译:全基因组关联研究2行春大麦籽粒中阿拉伯木聚糖含量

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摘要

In barley endosperm arabinoxylan (AX) is the second most abundant cell wall polysaccharide and in wheat it is the most abundant polysaccharide in the starchy endosperm walls of the grain. AX is one of the main contributors to grain dietary fibre content providing several health benefits including cholesterol and glucose lowering effects, and antioxidant activities. Due to its complex structural features, AX might also affect the downstream applications of barley grain in malting and brewing. Using a high pressure liquid chromatography (HPLC) method we quantified AX amounts in mature grain in 128 spring 2-row barley accessions. Amounts ranged from ~ 5.2 μg/g to ~ 9 μg/g. We used this data for a Genome Wide Association Study (GWAS) that revealed three significant quantitative trait loci (QTL) associated with grain AX levels which passed a false discovery threshold (FDR) and are located on two of the seven barley chromosomes. Regions underlying the QTLs were scanned for genes likely to be involved in AX biosynthesis or turnover, and strong candidates, including glycosyltransferases from the GT43 and GT61 families and glycoside hydrolases from the GH10 family, were identified. Phylogenetic trees of selected gene families were built based on protein translations and were used to examine the relationship of the barley candidate genes to those in other species. Our data reaffirms the roles of existing genes thought to contribute to AX content, and identifies novel QTL (and candidate genes associated with them) potentially influencing the AX content of barley grain. One potential outcome of this work is the deployment of highly associated single nucleotide polymorphisms markers in breeding programs to guide the modification of AX abundance in barley grain.
机译:在大麦胚乳中,阿拉伯木聚糖(AX)是细胞壁中含量第二高的多糖,在小麦中,它是谷物的淀粉胚乳壁中含量最高的多糖。 AX是谷物膳食纤维含量的主要来源之一,可提供多种健康益处,包括降低胆固醇和葡萄糖的作用以及抗氧化活性。由于其复杂的结构特征,AX还可能影响大麦籽粒在麦芽和酿造中的下游应用。使用高压液相色谱(HPLC)方法,我们对128个春季2行大麦种质中成熟谷物中的AX含量进行了定量。含量范围从〜5.2μg/ g到〜9μg/ g。我们将该数据用于全基因组关联研究(GWAS),该研究揭示了与谷物AX水平相关的三个重要的定量性状基因座(QTL),它们通过了错误发现阈值(FDR),位于七个大麦染色体的两个中。扫描QTLs下方的区域,寻找可能与AX生物合成或更新有关的基因,并确定了强候选基因,包括GT43和GT61家族的糖基转移酶和GH10家族的糖苷水解酶。根据蛋白质翻译构建选定基因家族的系统树,并用于检查大麦候选基因与其他物种之间的关系。我们的数据重申了现有基因被认为有助于AX含量的作用,并确定了可能影响大麦籽粒AX含量的新型QTL(以及与其相关的候选基因)。这项工作的潜在结果之一是在育种程序中部署高度相关的单核苷酸多态性标记,以指导对大麦籽粒中AX丰度的修饰。

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