Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, UK.
Mol Ecol. 2013 Aug;22(15):3949-62. doi: 10.1111/mec.12376.
Clutch size and egg mass are life history traits that have been extensively studied in wild bird populations, as life history theory predicts a negative trade-off between them, either at the phenotypic or at the genetic level. Here, we analyse the genomic architecture of these heritable traits in a wild great tit (Parus major) population, using three marker-based approaches - chromosome partitioning, quantitative trait locus (QTL) mapping and a genome-wide association study (GWAS). The variance explained by each great tit chromosome scales with predicted chromosome size, no location in the genome contains genome-wide significant QTL, and no individual SNPs are associated with a large proportion of phenotypic variation, all of which may suggest that variation in both traits is due to many loci of small effect, located across the genome. There is no evidence that any regions of the genome contribute significantly to both traits, which combined with a small, nonsignificant negative genetic covariance between the traits, suggests the absence of genetic constraints on the independent evolution of these traits. Our findings support the hypothesis that variation in life history traits in natural populations is likely to be determined by many loci of small effect spread throughout the genome, which are subject to continued input of variation by mutation and migration, although we cannot exclude the possibility of an additional input of major effect genes influencing either trait.
卵的数量和窝卵数是鸟类生活史特征,在野生鸟类种群中被广泛研究,因为生活史理论预测它们之间存在负向权衡,无论是表型还是遗传水平上。在这里,我们使用三种基于标记的方法(染色体划分、数量性状基因座(QTL)作图和全基因组关联研究(GWAS))来分析野生大山雀种群中这些可遗传特征的基因组结构。大山雀每条染色体的方差与预测的染色体大小成正比,基因组中没有任何位置包含全基因组显著的 QTL,也没有单个 SNP 与表型变异的很大比例相关,这一切都可能表明,两种性状的变异是由于许多位于基因组上的小效应基因座引起的。没有证据表明基因组的任何区域对这两个特征有显著贡献,这与这两个特征之间遗传协方差很小且不显著相结合,表明这些特征的独立进化不受遗传限制。我们的研究结果支持这样的假设,即自然种群中生活史特征的变异可能是由许多位于基因组中的小效应基因座决定的,这些基因座受到突变和迁移的持续变异输入的影响,尽管我们不能排除影响任一特征的主要效应基因的额外输入的可能性。