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使用多副本、基于元动力学的采样方法和力场组合对多种内在无序肽的结构和相互作用进行建模。

Modeling the Structure and Interactions of Intrinsically Disordered Peptides with Multiple Replica, Metadynamics-Based Sampling Methods and Force-Field Combinations.

机构信息

Thomas Young Centre and Department of Chemical Engineering, University College London, London WC1E 7JE, U.K.

Department of Chemistry and Applied Biosciences, ETH Zurich, Zurich 8093, Switzerland.

出版信息

J Chem Theory Comput. 2022 Mar 8;18(3):1915-1928. doi: 10.1021/acs.jctc.1c00889. Epub 2022 Feb 17.

Abstract

Intrinsically disordered proteins play a key role in many biological processes, including the formation of biomolecular condensates within cells. A detailed characterization of their configurational ensemble and structure-function paradigm is crucial for understanding their biological activity and for exploiting them as building blocks in material sciences. In this work, we incorporate bias-exchange metadynamics and parallel-tempering well-tempered metadynamics with CHARMM36m and CHARMM22* to explore the structural and thermodynamic characteristics of a short archetypal disordered sequence derived from a DEAD-box protein. The conformational landscapes emerging from our simulations are largely congruent across methods and force fields. Nevertheless, differences in fine details emerge from varying combinations of force-fields and sampling methods. For this protein, our analysis identifies features that help to explain the low propensity of this sequence to undergo self-association in vitro, which are common to all force-field/sampling method combinations. Overall, our work demonstrates the importance of using multiple force-field and sampling method combinations for accurate structural and thermodynamic information in the study of disordered proteins.

摘要

无规蛋白在许多生物过程中发挥着关键作用,包括在细胞内形成生物分子凝聚物。详细描述它们的构象集合和结构-功能范式对于理解它们的生物活性以及将它们作为材料科学中的构建块加以利用至关重要。在这项工作中,我们将偏置交换元动力学和并行调温元动力学与 CHARMM36m 和 CHARMM22* 相结合,以探索源自 DEAD 盒蛋白的短原型无序序列的结构和热力学特征。我们的模拟中出现的构象景观在很大程度上与方法和力场一致。然而,不同的力场和采样方法组合会产生细微差异。对于这种蛋白质,我们的分析确定了有助于解释该序列在体外不易发生自组装的特征,这些特征在所有力场/采样方法组合中都很常见。总体而言,我们的工作表明,在研究无规蛋白时,使用多种力场和采样方法组合对于获得准确的结构和热力学信息非常重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4450/9097291/b25b4e0ad488/ct1c00889_0002.jpg

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