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Effects of forcefield and sampling method in all-atom simulations of inherently disordered proteins: Application to conformational preferences of human amylin

机译:力场和采样方法在固有紊乱蛋白全原子模拟中的作用:在人类胰岛淀粉样多肽的构象偏好中的应用

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摘要

Although several computational modelling studies have investigated the conformational behaviour of inherently disordered protein (IDP) amylin, discrepancies in identifying its preferred solution conformations still exist between various forcefields and sampling methods used. Human islet amyloid polypeptide has long been a subject of research, both experimentally and theoretically, as the aggregation of this protein is believed to be the lead cause of type-II diabetes. In this work, we present a systematic forcefield assessment using one of the most advanced non-biased sampling techniques, Replica Exchange with Solute Tempering (REST2), by comparing the secondary structure preferences of monomeric amylin in solution. This study also aims to determine the ability of common forcefields to sample a transition of the protein from a helical membrane bound conformation into the disordered solution state of amylin. Our results demonstrated that the CHARMM22* forcefield showed the best ability to sample multiple conformational states inherent for amylin. It is revealed that REST2 yielded results qualitatively consistent with experiments and in quantitative agreement with other sampling methods, however far more computationally efficiently and without any bias. Therefore, combining an unbiased sampling technique such as REST2 with a vigorous forcefield testing could be suggested as an important step in developing an efficient and robust strategy for simulating IDPs.
机译:尽管一些计算建模研究已经研究了固有无序蛋白(IDP)胰岛淀粉样多肽的构象行为,但是在各种力场和所使用的采样方法之间仍然存在确定其首选溶液构象的差异。人胰岛淀粉样多肽长期以来一直是实验和理论研究的课题,因为该蛋白质的聚集被认为是II型糖尿病的主要原因。在这项工作中,我们通过比较溶液中单体胰岛淀粉样多肽的二级结构偏好,提出了使用最先进的无偏采样技术之一的溶质回火(REST2)进行的系统力场评估。这项研究的目的还在于确定共同力场采样蛋白质从螺旋膜结合构象到胰岛淀粉样多肽无序溶液状态的转变的能力。我们的结果表明,CHARMM22 *力场显示出对胰岛淀粉样多肽固有的多种构象状态进行采样的最佳能力。结果表明,REST2产生的结果与实验在质量上是一致的,并且与其他采样方法在数量上是一致的,但是计算效率更高,而且没有任何偏差。因此,建议将无偏见的采样技术(如REST2)与有力的力场测试相结合,这是开发模拟IDP的高效,鲁棒策略的重要一步。

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