The James Hutton Institute, Invergowrie, Dundee, DD2 5DA, Scotland, UK.
Xelect Ltd, Horizon House, Abbey Walk, St Andrews, Fife, KY16 9LB, Scotland, UK.
Theor Appl Genet. 2020 Sep;133(9):2567-2582. doi: 10.1007/s00122-020-03618-9. Epub 2020 Jun 6.
Historical malting quality data was collated from UK national and recommended list trial data and used in a GWAS. 25 QTL were identified, with the majority from spring barley cultivar sets. In Europe, the most economically significant use of barley is the production of malt for use in the brewing and distilling industries. As such, selection for traits related to malting quality is of great commercial interest. In order to study the genetic basis of variation for malting quality traits in UK cultivars, a historical set of trial data was collated from national and recommended list trials from the period 1988 to 2016. This data was used to estimate variety means for 20 quality related traits in 451 spring barley cultivars, and 407 winter cultivars. Genotypes for these cultivars were generated using iSelect 9k and 50k genotyping platforms, and a genome wide association scan performed to identify malting quality quantitative trait loci (QTL). 24 QTL were identified in spring barley cultivars, and 2 from the winter set. A number of these correspond to known malting quality related genes but the remainder represents novel genetic variation that is accessible to breeders for the genetic improvement of new cultivars.
从英国国家和推荐名单试验数据中收集了历史麦芽质量数据,并将其用于全基因组关联分析 (GWAS)。确定了 25 个 QTL,其中大多数来自春大麦品种组。在欧洲,大麦最重要的经济用途是生产用于酿造和蒸馏行业的麦芽。因此,选择与麦芽质量相关的性状具有重要的商业意义。为了研究英国品种中麦芽质量性状变异的遗传基础,从 1988 年至 2016 年的国家和推荐名单试验中收集了一组历史试验数据。该数据用于估算 451 个春大麦品种和 407 个冬大麦品种中 20 个与质量相关的性状的品种平均值。使用 iSelect 9k 和 50k 基因分型平台为这些品种生成基因型,并进行全基因组关联扫描以鉴定麦芽质量数量性状基因座 (QTL)。在春大麦品种中鉴定出 24 个 QTL,其中 2 个来自冬大麦品种。其中一些与已知的麦芽质量相关基因相对应,但其余部分代表了新的遗传变异,可供育种家用于新品种的遗传改良。