Catalán Pablo, Arias Clemente F, Cuesta Jose A, Manrubia Susanna
Grupo Interdisciplinar de Sistemas Complejos (GISC), Madrid, Spain.
Departamento de Matemáticas, Universidad Carlos III de Madrid, Madrid, Spain.
Biol Direct. 2017 Feb 28;12(1):7. doi: 10.1186/s13062-017-0178-1.
Wright's metaphor of the fitness landscape has shaped and conditioned our view of the adaptation of populations for almost a century. Since its inception, and including criticism raised by Wright himself, the concept has been surrounded by controversy. Among others, the debate stems from the intrinsic difficulty to capture important features of the space of genotypes, such as its high dimensionality or the existence of abundant ridges, in a visually appealing two-dimensional picture. Two additional currently widespread observations come to further constrain the applicability of the original metaphor: the very skewed distribution of phenotype sizes (which may actively prevent, due to entropic effects, the achievement of fitness maxima), and functional promiscuity (i.e. the existence of secondary functions which entail partial adaptation to environments never encountered before by the population).
Here we revise some of the shortcomings of the fitness landscape metaphor and propose a new "scape" formed by interconnected layers, each layer containing the phenotypes viable in a given environment. Different phenotypes within a layer are accessible through mutations with selective value, while neutral mutations cause displacements of populations within a phenotype. A different environment is represented as a separated layer, where phenotypes may have new fitness values, other phenotypes may be viable, and the same genotype may yield a different phenotype, representing genotypic promiscuity. This scenario explicitly includes the many-to-many structure of the genotype-to-phenotype map. A number of empirical observations regarding the adaptation of populations in the light of adaptive multiscapes are reviewed.
Several shortcomings of Wright's visualization of fitness landscapes can be overcome through adaptive multiscapes. Relevant aspects of population adaptation, such as neutral drift, functional promiscuity or environment-dependent fitness, as well as entropic trapping and the concomitant impossibility to reach fitness peaks are visualized at once. Adaptive multiscapes should aid in the qualitative understanding of the multiple pathways involved in evolutionary dynamics.
This article was reviewed by Eugene Koonin and Ricard Solé.
近一个世纪以来,赖特的适应度景观隐喻塑造并影响了我们对种群适应性的看法。自其诞生以来,包括赖特本人提出的批评在内,这一概念一直备受争议。其中,争论源于在一张具有视觉吸引力的二维图中难以捕捉基因型空间的重要特征,比如其高维度或大量脊状结构的存在。另外两个目前普遍存在的观察结果进一步限制了原始隐喻的适用性:表型大小的极度偏态分布(由于熵效应,这可能会积极阻止达到适应度最大值)以及功能混杂(即存在二级功能,这意味着种群部分适应了其从未遇到过的环境)。
在此,我们修正了适应度景观隐喻的一些缺点,并提出了一种由相互连接的层构成的新“景观”,每一层都包含在特定环境中可行的表型。通过具有选择价值的突变可以在一层内获得不同的表型,而中性突变会导致种群在一个表型内发生位移。不同的环境由一个单独的层表示,在这个层中表型可能具有新的适应度值,其他表型可能可行,并且相同的基因型可能产生不同的表型,这代表了基因型混杂。这种情况明确包含了基因型到表型映射的多对多结构。我们还根据适应性多景观对一些关于种群适应性的实证观察进行了综述。
通过适应性多景观可以克服赖特对适应度景观可视化的几个缺点。种群适应的相关方面,如中性漂变、功能混杂或环境依赖的适应度,以及熵陷阱和随之而来的无法达到适应度峰值的情况都能同时得到可视化呈现。适应性多景观应有助于定性理解进化动力学中涉及的多种途径。
本文由尤金·库宁和里卡德·索勒评审。