State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, Department of Bioinformatics and Biostatistics, National Experimental Teaching Center for Life Sciences and Biotechnology, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, School of Medicine, Shanghai Jiao Tong University, Shanghai 20025, China.
J Chem Inf Model. 2021 Mar 22;61(3):1037-1047. doi: 10.1021/acs.jcim.0c01175. Epub 2021 Feb 16.
Intrinsically disordered proteins (IDPs) are widely distributed across eukaryotic cells, playing important roles in molecular recognition, molecular assembly, post-translational modification, and other biological processes. IDPs are also associated with many diseases such as cancers, cardiovascular diseases, and neurodegenerative diseases. Due to their structural flexibility, conventional experimental methods cannot reliably capture their heterogeneous structures. Molecular dynamics simulation becomes an important complementary tool to quantify IDP structures. This review covers recent force field strategies proposed for more accurate molecular dynamics simulations of IDPs. The strategies include adjusting dihedral parameters, adding grid-based energy correction map (CMAP) parameters, refining protein-water interactions, and others. Different force fields were found to perform well on specific observables of specific IDPs but also are limited in reproducing all available experimental observables consistently for all tested IDPs. We conclude the review with perspective areas for improvements for future force fields for IDPs.
无规卷曲蛋白质(IDPs)广泛分布于真核细胞中,在分子识别、分子组装、翻译后修饰和其他生物过程中发挥着重要作用。IDPs 还与许多疾病有关,如癌症、心血管疾病和神经退行性疾病。由于其结构的灵活性,传统的实验方法无法可靠地捕捉到它们的异质结构。分子动力学模拟成为定量 IDP 结构的重要补充工具。本综述涵盖了最近为更准确地模拟 IDPs 而提出的力场策略。这些策略包括调整二面角参数、添加基于网格的能量校正图 (CMAP) 参数、细化蛋白质-水相互作用等。不同的力场在特定 IDPs 的特定可观测物上表现良好,但也存在一致性地再现所有可用实验可观测物的局限性。我们在结论部分提出了未来 IDPs 力场改进的展望领域。