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基于氢键副本交换的粗粒度跨膜肽结构形成的增强采样

Enhanced Sampling of Coarse-Grained Transmembrane-Peptide Structure Formation from Hydrogen-Bond Replica Exchange.

作者信息

Bereau Tristan, Deserno Markus

机构信息

Max Planck Institute for Polymer Research, Ackermannweg 10, 55128, Mainz, Germany,

出版信息

J Membr Biol. 2015 Jun;248(3):395-405. doi: 10.1007/s00232-014-9738-9. Epub 2014 Oct 14.

Abstract

Protein structure formation in the membrane highlights a grand challenge of sampling in computer simulations, because kinetic traps and slow dynamics make it difficult to find the native state. Exploiting increased fluctuations at higher temperatures can help overcome free-energy barriers, provided the membrane's structure remains stable. In this work, we apply Hamiltonian replica-exchange molecular dynamics, where we only tune the backbone hydrogen-bond strength to help reduce the propensity of long-lived misfolded states. Using a recently developed coarse-grained model, we illustrate the robustness of the method by folding different WALP transmembrane helical peptides starting from stretched, unstructured conformations. We show the efficiency of the method by comparing to simulations without enhanced sampling, achieving folding in one example after significantly longer simulation times. Analysis of the bilayer structure during folding provides insight into the local membrane deformation during helix formation as a function of chain length (from 16 to 23 residues). Finally, we apply our method to fold the 50-residue-long major pVIII coat protein (fd coat) of the filamentous fd bacteriophage. Our results agree well with experimental structures and atomistic simulations based on implicit membrane models, suggesting that our explicit CG folding protocol can serve as a starting point for better-refined atomistic simulations in a multiscale framework.

摘要

膜中蛋白质结构的形成凸显了计算机模拟中采样的重大挑战,因为动力学陷阱和缓慢的动力学使得难以找到天然状态。只要膜的结构保持稳定,利用较高温度下增加的涨落有助于克服自由能障碍。在这项工作中,我们应用哈密顿副本交换分子动力学,其中我们仅调整主链氢键强度以帮助降低长寿命错误折叠状态的倾向。使用最近开发的粗粒度模型,我们通过从伸展的无结构构象开始折叠不同的WALP跨膜螺旋肽来说明该方法的稳健性。通过与没有增强采样的模拟进行比较,我们展示了该方法的效率,在一个例子中,经过显著更长的模拟时间后实现了折叠。对折叠过程中双层结构的分析提供了对螺旋形成过程中局部膜变形作为链长(从16到23个残基)函数的深入了解。最后,我们应用我们的方法折叠丝状fd噬菌体的50个残基长的主要pVIII外壳蛋白(fd外壳)。我们的结果与基于隐式膜模型的实验结构和原子模拟非常吻合,表明我们的显式粗粒度折叠协议可以作为多尺度框架中更好细化的原子模拟的起点。

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