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广义蛋白质结构演化的解析马尔可夫速率。

Analytic markovian rates for generalized protein structure evolution.

机构信息

Department of Physics, University of Vienna, Vienna, Austria.

出版信息

PLoS One. 2012;7(5):e34228. doi: 10.1371/journal.pone.0034228. Epub 2012 May 23.

Abstract

A general understanding of the complex phenomenon of protein evolution requires the accurate description of the constraints that define the sub-space of proteins with mutations that do not appreciably reduce the fitness of the organism. Such constraints can have multiple origins, in this work we present a model for constrained evolutionary trajectories represented by a markovian process throughout a set of protein-like structures artificially constructed to be topological intermediates between the structure of two natural occurring proteins. The number and type of intermediate steps defines how constrained the total evolutionary process is. By using a coarse-grained representation for the protein structures, we derive an analytic formulation of the transition rates between each of the intermediate structures. The results indicate that compact structures with a high number of hydrogen bonds are more probable and have a higher likelihood to arise during evolution. Knowledge of the transition rates allows for the study of complex evolutionary pathways represented by trajectories through a set of intermediate structures.

摘要

要全面了解蛋白质进化这一复杂现象,就需要准确描述那些定义了蛋白质亚空间的约束条件,这些蛋白质的突变不会显著降低生物的适应性。这些约束条件可能有多种来源,在这项工作中,我们提出了一个模型,用于描述通过一系列类似于蛋白质的结构来表示的受约束的进化轨迹,这些结构是通过人工构建的,作为两种自然存在的蛋白质结构之间的拓扑中间体。中间步骤的数量和类型定义了整个进化过程的约束程度。通过使用蛋白质结构的粗粒度表示,我们推导出了每个中间结构之间的跃迁率的解析公式。结果表明,具有大量氢键的紧凑结构更有可能出现,并且在进化过程中更有可能出现。对跃迁率的了解允许研究通过一系列中间结构表示的复杂进化途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c33/3367531/1bf912941bd6/pone.0034228.g001.jpg

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