Laboratory of Molecular Cell Biology, Institute of Botany and Microbiology, KU Leuven, Flanders, Belgium.
PLoS Genet. 2013;9(8):e1003693. doi: 10.1371/journal.pgen.1003693. Epub 2013 Aug 15.
Revealing QTLs with a minor effect in complex traits remains difficult. Initial strategies had limited success because of interference by major QTLs and epistasis. New strategies focused on eliminating major QTLs in subsequent mapping experiments. Since genetic analysis of superior segregants from natural diploid strains usually also reveals QTLs linked to the inferior parent, we have extended this strategy for minor QTL identification by eliminating QTLs in both parent strains and repeating the QTL mapping with pooled-segregant whole-genome sequence analysis. We first mapped multiple QTLs responsible for high thermotolerance in a natural yeast strain, MUCL28177, compared to the laboratory strain, BY4742. Using single and bulk reciprocal hemizygosity analysis we identified MKT1 and PRP42 as causative genes in QTLs linked to the superior and inferior parent, respectively. We subsequently downgraded both parents by replacing their superior allele with the inferior allele of the other parent. QTL mapping using pooled-segregant whole-genome sequence analysis with the segregants from the cross of the downgraded parents, revealed several new QTLs. We validated the two most-strongly linked new QTLs by identifying NCS2 and SMD2 as causative genes linked to the superior downgraded parent and we found an allele-specific epistatic interaction between PRP42 and SMD2. Interestingly, the related function of PRP42 and SMD2 suggests an important role for RNA processing in high thermotolerance and underscores the relevance of analyzing minor QTLs. Our results show that identification of minor QTLs involved in complex traits can be successfully accomplished by crossing parent strains that have both been downgraded for a single QTL. This novel approach has the advantage of maintaining all relevant genetic diversity as well as enough phenotypic difference between the parent strains for the trait-of-interest and thus maximizes the chances of successfully identifying additional minor QTLs that are relevant for the phenotypic difference between the original parents.
在复杂性状中发现具有微小效应的 QTL 仍然具有挑战性。最初的策略由于主要 QTL 和上位性的干扰而收效甚微。新的策略侧重于在后续的图谱实验中消除主要 QTL。由于对来自自然二倍体品系的优良分离群体进行遗传分析通常也会揭示与较差亲本相关的 QTL,我们通过消除双亲品系中的 QTL 并重复使用分离群体全基因组序列分析进行 QTL 图谱绘制,将这一策略扩展到了微小 QTL 的鉴定中。我们首先比较了自然酵母品系 MUCL28177 与实验室品系 BY4742 之间的多个高温耐受性 QTL。通过单倍体和 bulk 正反交半合子分析,我们确定了 MKT1 和 PRP42 分别为与优良和较差亲本相关的 QTL 的候选基因。随后,我们通过将双亲的优良等位基因替换为另一亲本的较差等位基因来降级双亲。使用来自降级亲本杂交的分离群体全基因组序列分析进行 QTL 图谱绘制,揭示了几个新的 QTL。我们通过鉴定与优良降级亲本相关的 NCS2 和 SMD2 为候选基因,验证了两个最强关联的新 QTL,并发现了 PRP42 和 SMD2 之间的等位基因特异性上位性相互作用。有趣的是,PRP42 和 SMD2 的相关功能表明 RNA 处理在高温耐受性中起着重要作用,强调了分析微小 QTL 的相关性。我们的研究结果表明,通过交叉已降级单个 QTL 的亲本品系,可以成功鉴定涉及复杂性状的微小 QTL。这种新方法的优点是保留了所有相关的遗传多样性,以及亲本品系之间足够的表型差异,以满足感兴趣的性状,从而最大限度地提高成功鉴定与原始亲本之间表型差异相关的其他微小 QTL 的机会。