Shaw A Jonathan, Weir B S, Shaw Frank H
Department of Botany, Duke University, Durham, North Carolina, 27708.
Program in Statistical Genetics, Department of Statistics, North Carolina State University, Raleigh, North Carolina, 27695-8203.
Evolution. 1997 Apr;51(2):348-353. doi: 10.1111/j.1558-5646.1997.tb02421.x.
Epistatic genetic variance for quantitative traits may play an important role in evolution, but detecting epistasis in diploid organisms is difficult and requires complex breeding programs and very large sample sizes. We develop a model for detecting epistasis in organisms with a free-living haploid stage in their life cycles. We show that epistasis is indicated by greater variance among families of haploid progeny derived from individual diploids than among clonally replicated haploid sibs from the same sporophyte. Simulations show that the power to detect epistasis is linearly related to the number of sporophytes and the number of haploids per sporophyte in the dataset. We illustrate the model with data from growth variation among gametophytes of the moss, Ceratodon purpureus. The experiment failed to detect epistatic variance for biomass production, although there was evidence of additive variance.
数量性状的上位性遗传方差可能在进化中发挥重要作用,但在二倍体生物中检测上位性很困难,需要复杂的育种计划和非常大的样本量。我们开发了一个模型,用于检测生命周期中具有自由生活单倍体阶段的生物体中的上位性。我们表明,与来自同一孢子体的克隆复制单倍体同胞之间相比,来自单个二倍体的单倍体后代家族之间更大的方差表明存在上位性。模拟表明,检测上位性的能力与数据集中孢子体的数量和每个孢子体的单倍体数量呈线性相关。我们用来自紫萼藓配子体生长变异的数据说明了该模型。尽管有加性方差的证据,但该实验未能检测到生物量生产的上位性方差。