Álvarez-Castro José M, Crujeiras Rosa M
Department of Statistics, Mathematical Analysis and Optimization, Universidade de Santiago de Compostela, Santiago de Compostela, Spain.
Front Genet. 2019 Mar 5;10:54. doi: 10.3389/fgene.2019.00054. eCollection 2019.
The one-century-old theory of orthogonal genetic variance decomposition originated the field of quantitative genetics and has kept on being improved ever since. Recently, serious concerns about the possibility of attaining a satisfactory implementation of genetic variance decomposition with linkage disequilibrium (LD) and epistasis have been raised. In this paper we dissipate such doubts by completing the classical theory of variance decomposition into additive, dominance and epistasis components with LD. We apply that theory to the analysis of the genotype-to-phenotype maps of two cases of particular evolutionary interest-Bateson-Dobzhansky-Müller incompatibilities and sign epistasis. For the first case we show how negative LD and reduction of heterozygotes may contribute to maintain genetic variability after secondary contact. For the second case we show that LD transforms the set of frequencies leading to an evolutionary plateau into a ridge. Our theoretical developments reassuringly reflect the complexity LD conveys to genetic systems throughout novel properties-as compared with systems under linkage equilibrium. We argue that such particularities might have actually contributed to cause confusion about the feasibility of developing this methodology. In any case, the theory we provide in this paper enables new perspectives in both evolutionary and quantitative genetics studies.
具有百年历史的正交遗传方差分解理论开创了数量遗传学领域,此后一直在不断完善。最近,人们对利用连锁不平衡(LD)和上位性实现令人满意的遗传方差分解的可能性提出了严重质疑。在本文中,我们通过将经典的方差分解理论扩展到包含LD的加性、显性和上位性成分,消除了这些疑虑。我们将该理论应用于分析两个具有特殊进化意义的案例——贝茨森 - 多布赞斯基 - 穆勒不相容性和符号上位性——的基因型到表型的映射。对于第一个案例,我们展示了负LD和杂合子减少如何在二次接触后有助于维持遗传变异性。对于第二个案例,我们表明LD将导致进化平台的频率集转变为一个脊。我们的理论发展令人欣慰地反映了与连锁平衡系统相比,LD通过新特性给遗传系统带来的复杂性。我们认为,这些特殊性可能实际上导致了人们对开发这种方法的可行性产生困惑。无论如何,我们在本文中提供的理论为进化遗传学和数量遗传学研究带来了新的视角。