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使用粗粒 UNRES 力场探测蛋白质聚集。

Probing Protein Aggregation Using the Coarse-Grained UNRES Force Field.

机构信息

Schrodinger Inc., 120 West 45th Street New York, New York, 10036, NY, USA.

Baker Laboratory of Chemistry and Chemical Biology, Cornell University, Ithaca, 14853-1301, NY, USA.

出版信息

Methods Mol Biol. 2022;2340:79-104. doi: 10.1007/978-1-0716-1546-1_5.

DOI:10.1007/978-1-0716-1546-1_5
PMID:35167071
Abstract

Protein aggregation is the cause of many, often lethal, diseases, including the Alzheimer's, Parkinson's, and Huntington's diseases, and familial amyloidosis. Theoretical investigation of the mechanism of this process, including the structures of the oligomeric intermediates which are the most toxic, is difficult because of long time scale of aggregation. Coarse-grained models, which enable us to extend the simulation time scale by three or more orders of magnitude, are, therefore, of great advantage in such studies. In this chapter, we describe the application of the physics-based UNited RESidue (UNRES) force field developed in our laboratory to study protein aggregation, in both free simulations and simulations of aggregation propagation from an existing template (seed), and illustrate it with the examples of Aβ-peptide aggregation and Aβ-peptide-assisted aggregation of the peptides derived from the repeat domains of tau (TauRD).

摘要

蛋白质聚集是许多疾病的原因,包括阿尔茨海默病、帕金森病、亨廷顿病和家族性淀粉样变性病等,这些疾病往往是致命的。由于聚集过程的时间尺度很长,因此对该过程的机制进行理论研究,包括最具毒性的低聚物中间体的结构,是很困难的。粗粒度模型通过将模拟时间尺度延长三个或更多数量级,因此在这些研究中具有很大的优势。在本章中,我们描述了我们实验室开发的基于物理的 UNited RESidue (UNRES)力场在自由模拟和从现有模板(种子)传播聚集的模拟中的应用,并通过 Aβ-肽聚集和 Aβ-肽辅助聚集的例子来说明,TauRD 重复域衍生的肽。

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Probing Protein Aggregation Using the Coarse-Grained UNRES Force Field.使用粗粒 UNRES 力场探测蛋白质聚集。
Methods Mol Biol. 2022;2340:79-104. doi: 10.1007/978-1-0716-1546-1_5.
2
Extension of the force-matching method to coarse-grained models with axially symmetric sites to produce transferable force fields: Application to the UNRES model of proteins.将力匹配方法扩展到具有轴对称位点的粗粒度模型,以生成可转移的力场:在 UNRES 蛋白质模型中的应用。
J Chem Phys. 2020 Feb 7;152(5):054902. doi: 10.1063/1.5138991.
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Modeling the Structure, Dynamics, and Transformations of Proteins with the UNRES Force Field.使用 UNRES 力场对蛋白质的结构、动力学和转变进行建模。
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本文引用的文献

1
Extension of the UNRES Coarse-Grained Force Field to Membrane Proteins in the Lipid Bilayer.将 UNRES 粗粒化力场扩展到双层脂膜中的膜蛋白。
J Phys Chem B. 2019 Sep 19;123(37):7829-7839. doi: 10.1021/acs.jpcb.9b06700. Epub 2019 Sep 10.
2
A general method for the derivation of the functional forms of the effective energy terms in coarse-grained energy functions of polymers. III. Determination of scale-consistent backbone-local and correlation potentials in the UNRES force field and force-field calibration and validation.聚合物粗粒化能量函数中有效能量项函数形式推导的通用方法。III. UNRES力场中尺度一致的主链局部和相关势的确定以及力场的校准与验证。
J Chem Phys. 2019 Apr 21;150(15):155104. doi: 10.1063/1.5093015.
3
A new protein nucleic-acid coarse-grained force field based on the UNRES and NARES-2P force fields.
基于 UNRES 和 NARES-2P 力场的新型蛋白质核酸粗粒力场。
J Comput Chem. 2018 Oct 30;39(28):2360-2370. doi: 10.1002/jcc.25571. Epub 2018 Oct 11.
4
Dependence of the Formation of Tau and Aβ Peptide Mixed Aggregates on the Secondary Structure of the N-Terminal Region of Aβ.Aβ 肽的 N 端区域二级结构对 Tau 和 Aβ 肽混合聚集形成的依赖性。
J Phys Chem B. 2018 Jul 19;122(28):7049-7056. doi: 10.1021/acs.jpcb.8b04647. Epub 2018 Jul 10.
5
UNRES server for physics-based coarse-grained simulations and prediction of protein structure, dynamics and thermodynamics.基于物理的粗粒化模拟和蛋白质结构、动力学和热力学预测的 UNRES 服务器。
Nucleic Acids Res. 2018 Jul 2;46(W1):W304-W309. doi: 10.1093/nar/gky328.
6
Maximum Likelihood Calibration of the UNRES Force Field for Simulation of Protein Structure and Dynamics.用于蛋白质结构与动力学模拟的UNRES力场的最大似然校准
J Chem Inf Model. 2017 Sep 25;57(9):2364-2377. doi: 10.1021/acs.jcim.7b00254. Epub 2017 Sep 5.
7
A general method for the derivation of the functional forms of the effective energy terms in coarse-grained energy functions of polymers. I. Backbone potentials of coarse-grained polypeptide chains.一种推导聚合物粗粒化能量函数中有效能量项函数形式的通用方法。I. 粗粒化多肽链的主链势。
J Chem Phys. 2017 Mar 28;146(12):124106. doi: 10.1063/1.4978680.
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Elucidating Important Sites and the Mechanism for Amyloid Fibril Formation by Coarse-Grained Molecular Dynamics.利用粗粒化分子动力学阐明淀粉样纤维形成的重要位点和机制。
ACS Chem Neurosci. 2017 Jan 18;8(1):201-209. doi: 10.1021/acschemneuro.6b00331. Epub 2016 Nov 18.
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Atomic-resolution structure of a disease-relevant Aβ(1-42) amyloid fibril.与疾病相关的Aβ(1-42)淀粉样纤维的原子分辨率结构。
Proc Natl Acad Sci U S A. 2016 Aug 23;113(34):E4976-84. doi: 10.1073/pnas.1600749113. Epub 2016 Jul 28.
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Atomic Resolution Structure of Monomorphic Aβ42 Amyloid Fibrils.均相 Aβ42 淀粉样纤维的原子分辨率结构
J Am Chem Soc. 2016 Aug 3;138(30):9663-74. doi: 10.1021/jacs.6b05129. Epub 2016 Jul 14.