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Exploring Fold Space Preferences of New-born and Ancient Protein Superfamilies

机译:探索新生和古代蛋白质超家族的折叠空间偏好

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摘要

The evolution of proteins is one of the fundamental processes that has delivered the diversity and complexity of life we see around ourselves today. While we tend to define protein evolution in terms of sequence level mutations, insertions and deletions, it is hard to translate these processes to a more complete picture incorporating a polypeptide's structure and function. By considering how protein structures change over time we can gain an entirely new appreciation of their long-term evolutionary dynamics. In this work we seek to identify how populations of proteins at different stages of evolution explore their possible structure space. We use an annotation of superfamily age to this space and explore the relationship between these ages and a diverse set of properties pertaining to a superfamily's sequence, structure and function. We note several marked differences between the populations of newly evolved and ancient structures, such as in their length distributions, secondary structure content and tertiary packing arrangements. In particular, many of these differences suggest a less elaborate structure for newly evolved superfamilies when compared with their ancient counterparts. We show that the structural preferences we report are not a residual effect of a more fundamental relationship with function. Furthermore, we demonstrate the robustness of our results, using significant variation in the algorithm used to estimate the ages. We present these age estimates as a useful tool to analyse protein populations. In particularly, we apply this in a comparison of domains containing greek key or jelly roll motifs.
机译:蛋白质的进化是使我们今天所看到的生活具有多样性和复杂性的基本过程之一。尽管我们倾向于根据序列水平的突变,插入和缺失来定义蛋白质的进化,但是很难将这些过程转化为更完整的,结合了多肽结构和功能的图像。通过考虑蛋白质结构随时间的变化,我们可以获得对其长期进化动力学的全新认识。在这项工作中,我们试图确定不同进化阶段的蛋白质种群如何探索其可能的结构空间。我们在该空间中使用超家族年龄的注释,并探索这些年龄与与超家族的序列,结构和功能有关的各种属性之间的关系。我们注意到新近进化的建筑与古代建筑之间存在一些明显的差异,例如,它们的长度分布,二级结构含量和三级包装安排。尤其是,这些差异中的许多差异表明,新进化的超家族与古代的超家族相比,其结构不太复杂。我们表明,我们报告的结构偏好并不是功能与更基本关系的残留效应。此外,我们使用了估计年龄的算法中的显着变化,证明了我们结果的稳健性。我们提出这些年龄估计作为分析蛋白质种群的有用工具。特别是,我们将其应用于包含希腊钥匙或果冻卷图案的领域的比较中。

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