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Genome-wide association studies in apple reveal loci of large effect controlling apple polyphenols

机译:苹果全基因组关联研究揭示了有效控制苹果多酚的基因座

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摘要

Apples are a nutritious food source with significant amounts of polyphenols that contribute to human health and wellbeing, primarily as dietary antioxidants. Although numerous pre- and post-harvest factors can affect the composition of polyphenols in apples, genetics is presumed to play a major role because polyphenol concentration varies dramatically among apple cultivars. Here we investigated the genetic architecture of apple polyphenols by combining high performance liquid chromatography (HPLC) data with ~100,000 single nucleotide polymorphisms (SNPs) from two diverse apple populations. We found that polyphenols can vary in concentration by up to two orders of magnitude across cultivars, and that this dramatic variation was often predictable using genetic markers and frequently controlled by a small number of large effect genetic loci. Using GWAS, we identified candidate genes for the production of quercitrin, epicatechin, catechin, chlorogenic acid, 4-O-caffeoylquinic acid and procyanidins B1, B2, and C1. Our observation that a relatively simple genetic architecture underlies the dramatic variation of key polyphenols in apples suggests that breeders may be able to improve the nutritional value of apples through marker-assisted breeding or gene editing.
机译:苹果是一种营养丰富的食物,主要是作为饮食中的抗氧化剂,含有大量的多酚,这些酚有助于人类健康。尽管许多收获前和收获后因素都可能影响苹果中多酚的组成,但是由于苹果品种中多酚的浓度差异很大,因此遗传学被认为起着重要作用。在这里,我们通过将高效液相色谱(HPLC)数据与来自两个不同苹果种群的约100,000个单核苷酸多态性(SNP)相结合,研究了苹果多酚的遗传结构。我们发现,多酚的浓度在不同品种之间的差异最多可以达到两个数量级,而且这种剧烈的变化通常可以通过遗传标记来预测,并且经常由少量的大型遗传基因座控制。使用GWAS,我们鉴定了产生槲皮素,表儿茶素,儿茶素,绿原酸,4-O-咖啡酰奎尼酸和原花青素B1,B2和C1的候选基因。我们的观察表明,相对简单的遗传结构是苹果中关键多酚急剧变化的基础,这表明育种者可能能够通过标记辅助育种或基因编辑来提高苹果的营养价值。

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