Cell and Molecular Sciences, The James Hutton Institute, Invergowrie, Dundee, DD2 5DA, UK.
Theor Appl Genet. 2014 Sep;127(9):1917-33. doi: 10.1007/s00122-014-2349-0. Epub 2014 Jun 26.
Genome-wide QTL analysis of potato tuber carotenoid content was investigated in populations of Solanum tuberosum Group Phureja that segregate for flesh colour, revealing a novel major QTL on chromosome 9. The carotenoid content of edible plant storage organs is a key nutritional and quality trait. Although the structural genes that encode the biosynthetic enzymes are well characterised, much less is known about the factors that determine overall storage organ content. In this study, genome-wide QTL mapping, in concert with an efficient 'genetical genomics' analysis using bulked samples, has been employed to investigate the genetic architecture of potato tuber carotenoid content. Two diploid populations of Solanum tuberosum Group Phureja were genotyped (AFLP, SSR and DArT markers) and analysed for their tuber carotenoid content over two growing seasons. Common to both populations were QTL that explained relatively small proportions of the variation in constituent carotenoids and a major QTL on chromosome 3 explaining up to 71 % of the variation in carotenoid content. In one of the populations (01H15), a second major carotenoid QTL was identified on chromosome 9, explaining up to 20 % of the phenotypic variation. Whereas the major chromosome 3 QTL was likely to be due to an allele of a gene encoding β-carotene hydroxylase, no known carotenoid biosynthetic genes are located in the vicinity of the chromosome 9 QTL. A unique expression profiling strategy using phenotypically distinct bulks comprised individuals with similar carotenoid content provided further support for the QTL mapping to chromosome 9. This study shows the potential of using the potato genome sequence to link genetic maps to data arising from eQTL approaches to enhance the discovery of candidate genes underlying QTLs.
对分离出果肉颜色的块茎类马铃薯块茎类胡萝卜素含量进行了全基因组 QTL 分析,揭示了 9 号染色体上的一个新的主要 QTL。食用植物贮藏器官的类胡萝卜素含量是一个关键的营养和质量性状。虽然编码生物合成酶的结构基因已经得到很好的描述,但决定整体贮藏器官含量的因素知之甚少。在这项研究中,通过全基因组 QTL 作图,结合使用大量样本的高效“遗传基因组学”分析,研究了马铃薯块茎类胡萝卜素含量的遗传结构。对两个块茎类马铃薯块茎类 Phureja 二倍体群体进行了基因型分析(AFLP、SSR 和 DArT 标记),并在两个生长季节分析了它们的块茎类胡萝卜素含量。两个群体都存在解释组成类胡萝卜素变化比例较小的 QTL,以及解释类胡萝卜素含量变化高达 71%的 3 号染色体上的主要 QTL。在其中一个群体(01H15)中,在 9 号染色体上确定了第二个主要的类胡萝卜素 QTL,解释了高达 20%的表型变异。虽然 3 号染色体上的主要 QTL 可能是由于编码β-胡萝卜素羟化酶的基因的等位基因,但在 9 号染色体 QTL 附近没有已知的类胡萝卜素生物合成基因。使用表型不同的大块个体进行独特的表达谱分析,为 QTL 映射到 9 号染色体提供了进一步的支持。这项研究表明,利用马铃薯基因组序列将遗传图谱与来自 eQTL 方法的数据联系起来,以增强对 QTL 下候选基因的发现的潜力。