Development of a Force Field for the Simulation of Single-Chain Proteins and Protein–Protein Complexes

力场(虚构) 单链 计算机科学 链条(单位) 领域(数学) 物理 计算生物学 化学 生物 数学 人工智能 遗传学 天文 抗体 纯数学
作者
Stefano Piana,Paul Robustelli,Dazhi Tan,Songela Chen,David E. Shaw
出处
期刊:Journal of Chemical Theory and Computation [American Chemical Society]
卷期号:16 (4): 2494-2507 被引量:152
标识
DOI:10.1021/acs.jctc.9b00251
摘要

The accuracy of atomistic physics-based force fields for the simulation of biological macromolecules has typically been benchmarked experimentally using biophysical data from simple, often single-chain systems. In the case of proteins, the careful refinement of force field parameters associated with torsion-angle potentials and the use of improved water models have enabled a great deal of progress toward the highly accurate simulation of such monomeric systems in both folded and, more recently, disordered states. In living organisms, however, proteins constantly interact with other macromolecules, such as proteins and nucleic acids, and these interactions are often essential for proper biological function. Here, we show that state-of-the-art force fields tuned to provide an accurate description of both ordered and disordered proteins can be limited in their ability to accurately describe protein-protein complexes. This observation prompted us to perform an extensive reparameterization of one variant of the Amber protein force field. Our objective involved refitting not only the parameters associated with torsion-angle potentials but also the parameters used to model nonbonded interactions, the specification of which is expected to be central to the accurate description of multicomponent systems. The resulting force field, which we call DES-Amber, allows for more accurate simulations of protein-protein complexes, while still providing a state-of-the-art description of both ordered and disordered single-chain proteins. Despite the improvements, calculated protein-protein association free energies still appear to deviate substantially from experiment, a result suggesting that more fundamental changes to the force field, such as the explicit treatment of polarization effects, may simultaneously further improve the modeling of single-chain proteins and protein-protein complexes.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
航仔发布了新的文献求助10
1秒前
老迟到的羊完成签到 ,获得积分10
1秒前
2秒前
3秒前
烦烦烦发布了新的文献求助10
4秒前
key发布了新的文献求助10
4秒前
Kil发布了新的文献求助10
5秒前
cy完成签到,获得积分10
5秒前
重要奇迹完成签到,获得积分20
5秒前
5秒前
5秒前
5秒前
5秒前
6秒前
6秒前
大个应助Mrdu采纳,获得10
6秒前
6秒前
7秒前
7秒前
7秒前
通通发布了新的文献求助10
7秒前
8秒前
8秒前
9秒前
9秒前
乐乐应助老实迎天采纳,获得10
10秒前
小马甲应助昵称吧采纳,获得10
10秒前
研友_n0Dk7n发布了新的文献求助10
10秒前
mljever发布了新的文献求助10
10秒前
端庄代荷发布了新的文献求助20
10秒前
10秒前
11秒前
11秒前
能干发卡完成签到,获得积分10
12秒前
12秒前
12秒前
13秒前
13秒前
在水一方应助ze采纳,获得10
13秒前
hxxcyb发布了新的文献求助10
13秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Les Mantodea de Guyane: Insecta, Polyneoptera [The Mantids of French Guiana] 2500
Atlas of Aligner Treatment and Planning A Case-Based Approach 1000
Rocket Propulsion Elements, 10th Edition 800
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
Matrix Methods in Data Mining and Pattern Recognition Second Edition 610
Curating Socialism: A Handbook of International Art Exhibitions 1947-1989 530
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7460321
求助须知:如何正确求助?哪些是违规求助? 9056075
关于积分的说明 19305208
捐赠科研通 7082936
什么是DOI,文献DOI怎么找? 3243752
关于科研通互助平台的介绍 2411458
邀请新用户注册赠送积分活动 2228261