Recent Force Field Strategies for Intrinsically Disordered Proteins

被引:65
|
作者
Mu, Junxi [1 ]
Liu, Hao [1 ]
Zhang, Jian [6 ]
Luo, Ray [2 ,3 ,4 ,5 ]
Chen, Hai-Feng [1 ]
机构
[1] Shanghai Jiao Tong Univ, State Key Lab Microbial Metab, Joint Int Res Lab Metab & Dev Sci,Sch Life Sci &, Dept Bioinformat & Biostat,Natl Expt Teaching Ctr, Shanghai 200240, Peoples R China
[2] Univ Calif Irvine, Dept Mol Biol & Biochem, Irvine, CA 92697 USA
[3] Univ Calif Irvine, Dept Chem & Mol Engn, Irvine, CA 92697 USA
[4] Univ Calif Irvine, Dept Mat Sci & Engn, Irvine, CA 92697 USA
[5] Univ Calif Irvine, Dept Biomed Engn, Irvine, CA 92697 USA
[6] Shanghai Jiao Tong Univ, Key Lab Cell Differentiat & Apoptosis, Chinese Minist Educ, Sch Med, Shanghai 20025, Peoples R China
基金
中国国家自然科学基金; 美国国家卫生研究院;
关键词
Intrinsically disordered proteins; Force field; CMAP; Dihedral parameters; Molecular simulations; AMBER; CHARMM; OPSL-AA; GROMOS; MOLECULAR-DYNAMICS SIMULATIONS; IMPLICIT SOLVENT MODELS; POTENTIAL FUNCTIONS; POLARIZABLE MODELS; WATER MODEL; SIDE-CHAIN; PEPTIDE; BACKBONE; ENERGY; ACCURACY;
D O I
10.1021/acs.jcim.0c01175
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
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.
引用
收藏
页码:1037 / 1047
页数:11
相关论文
共 50 条
  • [21] Structural Ensembles of Intrinsically Disordered Proteins Depend Strongly on Force Field: A Comparison to Experiment
    Rauscher, Sarah
    Gapsys, Vytautas
    Gajda, Michal J.
    Zweckstetter, Markus
    de Groot, Bert L.
    Grubmueller, Helmut
    JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2015, 11 (11) : 5513 - 5524
  • [22] Personal Precise Force Field for Intrinsically Disordered and Ordered Proteins Based on Deep Learning
    Ji, Xiaoyue
    Liu, Hao
    Zhang, Yangpeng
    Chen, Jun
    Chen, Hai-Feng
    JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2022, 63 (01) : 362 - 374
  • [23] Test and Evaluation of ff99IDPs Force Field for Intrinsically Disordered Proteins
    Ye, Wei
    Ji, Dingjue
    Wang, Wei
    Luo, Ray
    Chen, Hai-Feng
    JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2015, 55 (05) : 1021 - 1029
  • [24] Structural Ensembles of Intrinsically Disordered Proteins Depend Strongly on Force Field: A Comparison to Experiment
    Rauscher, Sarah
    Gapsys, Vytautas
    Zhou, Man
    Van, Qui
    Gajda, Michal
    Zweckstetter, Markus
    Enderlein, Joerg
    de Groot, Bert L.
    Grubmueller, Helmut
    BIOPHYSICAL JOURNAL, 2016, 110 (03) : 358A - 358A
  • [25] Intrinsically disordered proteins and novel strategies for drug discovery
    Uversky, Vladimir N.
    EXPERT OPINION ON DRUG DISCOVERY, 2012, 7 (06) : 475 - 488
  • [26] Intrinsically disordered proteins and proteins with intrinsically disordered regions in neurodegenerative diseases
    Coskuner-Weber, Orkid
    Mirzanli, Ozan
    Uversky, Vladimir N.
    BIOPHYSICAL REVIEWS, 2022, 14 (03) : 679 - 707
  • [27] Intrinsically disordered proteins and proteins with intrinsically disordered regions in neurodegenerative diseases
    Orkid Coskuner-Weber
    Ozan Mirzanli
    Vladimir N. Uversky
    Biophysical Reviews, 2022, 14 : 679 - 707
  • [28] Intrinsically Disordered Proteins and Intrinsically Disordered Protein Regions
    Oldfield, Christopher J.
    Dunker, A. Keith
    ANNUAL REVIEW OF BIOCHEMISTRY, VOL 83, 2014, 83 : 553 - 584
  • [29] Personalized Energy Adaptation through Reweighting Learning (PEARL) Force Field for Intrinsically Disordered Proteins
    Ji, Xiaoyue
    Zhu, Junjie
    Zhong, Bozitao
    Li, Zhengxin
    Choi, Taeyoung
    Cui, Xiaochen
    Wei, Ting
    Chen, Hai-Feng
    JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2025,
  • [30] ff14IDPs force field improving the conformation sampling of intrinsically disordered proteins
    Song, Dong
    Wang, Wei
    Ye, Wei
    Ji, Dingjue
    Luo, Ray
    Chen, Hai-Feng
    CHEMICAL BIOLOGY & DRUG DESIGN, 2017, 89 (01) : 5 - 15