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采用副本交换分子动力学(REMD)和伞形采样模拟来探究果蝇成对控制基因同源域折叠途径的能垒。

REMD and umbrella sampling simulations to probe the energy barrier of the folding pathways of engrailed homeodomain.

作者信息

Jani Vinod, Sonavane Uddhavesh B, Joshi Rajendra

机构信息

Centre for Development of Advanced Computing, Pune University Campus Ganeshkhind, Pune, 411007, Maharashtra, India.

出版信息

J Mol Model. 2014 Jun;20(6):2283. doi: 10.1007/s00894-014-2283-8. Epub 2014 May 27.

Abstract

Proteins fold by diverse pathways which depend on the energy barriers involved in reaching different intermediates. There has been a lot of development in the theoretical aspects of protein folding, from force-field to simulation techniques. One such simulation approach is replica exchange molecular dynamics simulation (REMD), which provides an efficient conformational sampling method to understand the events involved in protein folding. In this study, an attempt is made to explore the folding funnel of engrailed homeodomain protein (EnHD) using REMD simulations. EnHD is a 54 residue long helix bundle protein which has a folding time of about 15 μs. The protein was represented using the Amber United atom model in order to reduce the system size which helped to speed up the simulation. Individual replicas were simulated for 1.4-2 μs making cumulative time of more than 100 μs of REMD simulations. Free energy analysis was carried out to understand the folding behavior of EnHD protein. Effects of temperature range and exchange frequency in REMD simulations have been explored. In addition to this, multiple umbrella sampling (US) simulations of a total of 320 ns were also carried out, followed by weighted histogram analysis method (WHAM) to investigate the energy barriers involved during the folding of various intermediates. US studies were also carried on mutational variants of EnHD protein to see effect of the mutations on the folding pathway of the protein. The use of US technique may be helpful for predicting fast folding mutants or protein engineering. The combination of REMD with US may help in understanding the energetics between multiple pathways of fast folding proteins and their mutant counterparts.

摘要

蛋白质通过多种途径折叠,这些途径取决于达到不同中间体时所涉及的能量障碍。从力场到模拟技术,蛋白质折叠的理论方面已经有了很大的发展。一种这样的模拟方法是复制交换分子动力学模拟(REMD),它提供了一种有效的构象采样方法来理解蛋白质折叠过程中涉及的事件。在本研究中,尝试使用REMD模拟来探索 engrailed 同源结构域蛋白(EnHD)的折叠漏斗。EnHD 是一种由54个残基组成的螺旋束蛋白,其折叠时间约为15微秒。为了减小系统规模以加快模拟速度,使用 Amber 联合原子模型来表示该蛋白质。对各个复制品进行了1.4 - 2微秒的模拟,使得REMD模拟的累计时间超过100微秒。进行了自由能分析以了解 EnHD 蛋白的折叠行为。探索了REMD模拟中温度范围和交换频率的影响。除此之外,还进行了总共320纳秒的多次伞形采样(US)模拟,随后采用加权直方图分析方法(WHAM)来研究各种中间体折叠过程中涉及的能量障碍。还对 EnHD 蛋白的突变变体进行了 US 研究,以观察突变对蛋白质折叠途径的影响。使用 US 技术可能有助于预测快速折叠突变体或进行蛋白质工程。将REMD与US相结合可能有助于理解快速折叠蛋白质及其突变体对应物的多种途径之间的能量学。

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