Natural Systems group, School of Electronics and Computer Science, University of Southampton, Southampton SO17 1BJ, United Kingdom.
Evolution. 2011 Feb;65(2):523-36. doi: 10.1111/j.1558-5646.2010.01144.x. Epub 2010 Nov 5.
We examine the behavior of sexual and asexual populations in modular multipeaked fitness landscapes and show that sexuals can systematically reach different, higher fitness adaptive peaks than asexuals. Whereas asexuals must move against selection to escape local optima, sexuals reach higher fitness peaks reliably because they create specific genetic variants that "skip over" fitness valleys, moving from peak to peak in the fitness landscape. This occurs because recombination can supply combinations of mutations in functional composites or "modules," that may include individually deleterious mutations. Thus when a beneficial module is substituted for another less-fit module by sexual recombination it provides a genetic variant that would require either several specific simultaneous mutations in an asexual population or a sequence of individual mutations some of which would be selected against. This effect requires modular genomes, such that subsets of strongly epistatic mutations are tightly physically linked. We argue that such a structure is provided simply by virtue of the fact that genomes contain many genes each containing many strongly epistatic nucleotides. We briefly discuss the connections with "building blocks" in the evolutionary computation literature. We conclude that there are conditions in which sexuals can systematically evolve high-fitness genotypes that are essentially unevolvable for asexuals.
我们研究了模块化多峰适应度景观中两性和无性群体的行为,结果表明,两性可以系统地达到比无性更高的适应度峰值。因为无性个体必须与选择作斗争以逃避局部最优解,而两性则可以可靠地达到更高的适应度峰值,因为它们创造了特定的遗传变异,这些变异可以“跳过”适应度低谷,在适应度景观中从一个峰值移动到另一个峰值。这是因为重组可以提供功能复合或“模块”中的突变组合,这些组合可能包括单独的有害突变。因此,当一个有益的模块被性重组替代另一个适应性较低的模块时,它提供了一个遗传变异,这在无性种群中需要几个特定的同时突变,或者需要一系列单独的突变,其中一些会被选择淘汰。这种效应需要模块化的基因组,以便于强连锁的突变子集紧密地物理连接。我们认为,这种结构仅仅是由于基因组包含许多基因,每个基因包含许多强连锁的核苷酸这一事实提供的。我们简要讨论了与进化计算文献中的“构建块”的联系。我们得出结论,存在一些条件,在这些条件下,两性可以系统地进化出高适应度的基因型,而这些基因型对于无性个体来说基本上是不可进化的。