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The multiscale coarse-graining method. I. A rigorous bridge between atomistic and coarse-grained models.多尺度粗粒化方法。I. 原子模型与粗粒化模型之间的严格桥梁。
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High performance computing in biology: multimillion atom simulations of nanoscale systems.生物学中的高性能计算:纳米级系统的数百万原子模拟。
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一种用于在核糖体出口通道中对新生肽链进行采样的多尺度方法。

A multiscale approach to sampling nascent peptide chains in the ribosomal exit tunnel.

作者信息

Voelz V A, Petrone P, Pande V S

机构信息

Department of Chemistry, Stanford University, Stanford, CA 94305, USA.

出版信息

Pac Symp Biocomput. 2009:340-52. doi: 10.1142/9789812836939_0032.

DOI:10.1142/9789812836939_0032
PMID:19209713
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4423764/
Abstract

We present a new multiscale method that combines all-atom molecular dynamics with coarse-grained sampling, towards the aim of bridging two levels of physiology: the atomic scale of protein side chains and small molecules, and the huge scale of macromolecular complexes like the ribosome. Our approach uses all-atom simulations of peptide (or other ligand) fragments to calculate local 3D spatial potentials of mean force (PMF). The individual fragment PMFs are then used as a potential for a coarse-grained chain representation of the entire molecule. Conformational space and sequence space are sampled efficiently using generalized ensemble Monte Carlo. Here, we apply this method to the study of nascent polypeptides inside the cavity of the ribosome exit tunnel. We show how the method can be used to explore the accessible conformational and sequence space of nascent polypeptide chains near the ribosome peptidyl transfer center (PTC), with the eventual aim of understanding the basis of specificity for co-translational regulation. The method has many potential applications to predicting binding specificity and design, and is sufficiently general to allow even greater separation of scales in future work.

摘要

我们提出了一种新的多尺度方法,该方法将全原子分子动力学与粗粒度采样相结合,旨在衔接两个生理层面:蛋白质侧链和小分子的原子尺度,以及诸如核糖体等大分子复合物的巨大尺度。我们的方法利用肽(或其他配体)片段的全原子模拟来计算局部三维空间平均力势(PMF)。然后将各个片段的PMF用作整个分子粗粒度链表示的势。使用广义系综蒙特卡罗方法有效地采样构象空间和序列空间。在此,我们将此方法应用于核糖体出口通道腔内新生多肽的研究。我们展示了该方法如何用于探索核糖体肽基转移中心(PTC)附近新生多肽链可及的构象和序列空间,最终目标是理解共翻译调控特异性的基础。该方法在预测结合特异性和设计方面有许多潜在应用,并且具有足够的通用性,以便在未来的工作中实现更大程度的尺度分离。