de Aguiar M A M, Sayama H, Rauch E, Bar-Yam Y, Baranger M
New England Complex Systems Institute, Cambridge, Massachusetts 02138, USA.
Phys Rev E Stat Nonlin Soft Matter Phys. 2002 Mar;65(3 Pt 1):031909. doi: 10.1103/PhysRevE.65.031909. Epub 2002 Mar 1.
It is generally difficult for a large population at a fitness peak to acquire the genotypes of a higher peak, because the intermediates produced by allelic recombination between types at different peaks are of lower fitness. In his shifting-balance theory, Wright proposed that fitter genotypes could, however, become fixed in small isolated demes by means of random genetic fluctuations. These demes would then try to spread their genome to nearby demes by migration of their individuals. The resulting polymorphism, the coexistence of individuals with different genotypes, would give the invaded demes a chance to move up to a higher fitness peak. This last step of the process, namely, the invasion of lower fitness demes by higher fitness genotypes, is known as phase III of Wright's theory. Here we study the invasion process from the point of view of the stability of polymorphic populations. Invasion occurs when the polymorphic equilibrium, established at low migration rates, becomes unstable. We show that the instability threshold depends sensitively on the average number of breeding seasons of individuals. Iteroparous species (with many breeding seasons) have lower thresholds than semelparous species (with a single breeding season). By studying a particular simple model, we are able to provide analytical estimates of the migration threshold as a function of the number of breeding seasons. Once the threshold is crossed and polymorphism becomes unstable, any imbalance between the different demes is sufficient for invasion to occur. The outcome of the invasion, however, depends on many parameters, not only on fitness. Differences in fitness, site capacities, relative migration rates, and initial conditions, all contribute to determine which genotype invades successfully. Contrary to the original perspective of Wright's theory for continuous fitness improvement, our results show that both upgrading to higher fitness peaks and downgrading to lower peaks are possible.
对于处于适应度峰值的大量群体而言,通常很难获得更高峰值的基因型,因为不同峰值类型之间等位基因重组产生的中间体适应度较低。在其动态平衡理论中,赖特提出,然而,更适应的基因型可以通过随机遗传波动在小型隔离种群中固定下来。然后这些种群会通过个体迁移将其基因组传播到附近的种群。由此产生的多态性,即不同基因型个体的共存,会给被入侵的种群一个提升到更高适应度峰值的机会。这个过程的最后一步,即更高适应度基因型入侵较低适应度种群,被称为赖特理论的第三阶段。在这里,我们从多态种群稳定性的角度研究入侵过程。当在低迁移率下建立的多态平衡变得不稳定时,入侵就会发生。我们表明,不稳定阈值敏感地取决于个体繁殖季节的平均数量。多次繁殖物种(有多个繁殖季节)的阈值比单次繁殖物种(只有一个繁殖季节)低。通过研究一个特定的简单模型,我们能够提供作为繁殖季节数量函数的迁移阈值的解析估计。一旦阈值被突破且多态性变得不稳定,不同种群之间的任何不平衡都足以引发入侵。然而,入侵的结果取决于许多参数,不仅仅取决于适应度。适应度、栖息地容量、相对迁移率和初始条件的差异,都有助于确定哪种基因型能够成功入侵。与赖特理论中关于持续适应度提升的原始观点相反,我们的结果表明,提升到更高适应度峰值和下降到更低峰值都是可能的。