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Order statistics inference for describing topological coupling and mechanical symmetry breaking in multidomain proteins

机译:用于描述多域蛋白中拓扑耦合和机械对称破坏的顺序统计推断

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Cooperativity is a hallmark of proteins, many of which show a modular architecture comprising discrete structural domains. Detecting and describing dynamic couplings between structural regions is difficult in view of the many-body nature of protein-protein interactions. By utilizing the GPU-based computational acceleration, we carried out simulations of the protein forced unfolding for the dimer WW - WW of the all-β-sheet WW domains used as a model multidomain protein. We found that while the physically non-interacting identical protein domains (WW) show nearly symmetric mechanical properties at low tension, reflected, e.g., in the similarity of their distributions of unfolding times, these properties become distinctly different when tension is increased. Moreover, the uncorrelated unfolding transitions at a low pulling force become increasingly more correlated (dependent) at higher forces. Hence, the applied force not only breaks "the mechanical symmetry" but also couples the physically non-interacting protein domains forming a multi-domain protein. We call this effect "the topological coupling." We developed a new theory, inspired by order statistics, to characterize protein-protein interactions in multi-domain proteins. The method utilizes the squared-Gaussian model, but it can also be used in conjunction with other parametric models for the distribution of unfolding times. The formalism can be taken to the single-molecule experimental lab to probe mechanical cooperativity and domain communication in multi-domain proteins.
机译:协同性是蛋白质的标志,其中许多蛋白质显示出包含离散结构域的模块化体系结构。鉴于蛋白质-蛋白质相互作用的多体性质,检测和描述结构区域之间的动态偶联是困难的。通过利用基于GPU的计算加速,我们对用作模型多域蛋白质的全β-sheetWW域的二聚体WW-WW的蛋白质强制展开进行了模拟。我们发现,虽然物理上不相互作用的相同蛋白质结构域(WW)在低张力下显示出几乎对称的机械性能,例如反映在其展开时间分布的相似性上,但当张力增加时,这些性能变得明显不同。此外,在低拉力下不相关的展开转变在高力下变得越来越相关(相关)。因此,施加的力不仅破坏了“机械对称性”,而且使物理上不相互作用的蛋白质结构域偶联,形成了多结构域蛋白质。我们称这种效应为“拓扑耦合”。我们开发了一种新的理论,受顺序统计的启发,它可以表征多域蛋白质中的蛋白质-蛋白质相互作用。该方法利用了平方高斯模型,但是它也可以与其他参数模型结合使用来分配展开时间。可以将形式学带到单分子实验实验室,以探究多结构域蛋白中的机械协作性和结构域通信。

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