Ab initio folding of proteins with all-atom discrete molecular dynamics

被引:273
作者
Ding, Feng [1 ]
Tsao, Douglas [2 ]
Nie, Huifen [1 ]
Dokholyan, Nikolay V. [1 ]
机构
[1] Univ N Carolina, Sch Med, Dept Biochem & Biophys, Chapel Hill, NC 27599 USA
[2] Univ N Carolina, Dept Chem, Chapel Hill, NC 27599 USA
关键词
D O I
10.1016/j.str.2008.03.013
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Discrete molecular dynamics (DMD) is a rapid sampling method used in protein folding and aggregation studies. Until now, DMD was used to perform simulations of simplified protein models in conjunction with structure-based force fields. Here, we develop an all-atom protein model and a transferable force field featuring packing, solvation, and environment-dependent hydrogen bond interactions. We performed folding simulations of six small proteins (20-60 residues) with distinct native structures by the replica exchange method. In all cases, native or near-native states were reached in simulations. For three small proteins, multiple folding transitions are observed, and the computationally characterized thermodynamics are in qualitative agreement with experiments. The predictive power of all-atom DMD highlights the importance of environment-dependent hydrogen bond interactions in modeling protein folding. The developed approach can be used for accurate and rapid sampling of conformational spaces of proteins and protein-protein complexes and applied to protein engineering and design of protein-protein interactions.
引用
收藏
页码:1010 / 1018
页数:9
相关论文
共 47 条
[1]   MOLECULAR-DYNAMICS SIMULATIONS AT CONSTANT PRESSURE AND-OR TEMPERATURE [J].
ANDERSEN, HC .
JOURNAL OF CHEMICAL PHYSICS, 1980, 72 (04) :2384-2393
[2]   Energetics of protein folding [J].
Baldwin, Robert L. .
JOURNAL OF MOLECULAR BIOLOGY, 2007, 371 (02) :283-301
[3]   Toward high-resolution de novo structure prediction for small proteins [J].
Bradley, P ;
Misura, KMS ;
Baker, D .
SCIENCE, 2005, 309 (5742) :1868-1871
[4]   Determination of ultrafast protein folding rates from loop formation dynamics [J].
Buscaglia, M ;
Kubelka, J ;
Eaton, WA ;
Hofrichter, J .
JOURNAL OF MOLECULAR BIOLOGY, 2005, 347 (03) :657-664
[5]   Protein folding: Then and now [J].
Chen, Yiwen ;
Ding, Feng ;
Nie, Huifen ;
Serohijos, Adrian W. ;
Sharma, Shantanu ;
Wilcox, Kyle C. ;
Yin, Shuangye ;
Dokholyan, Nikolay V. .
ARCHIVES OF BIOCHEMISTRY AND BIOPHYSICS, 2008, 469 (01) :4-19
[6]   Context-dependent contributions of backbone hydrogen bonding to β-sheet folding energetics [J].
Deechongkit, S ;
Nguyen, H ;
Powers, ET ;
Dawson, PE ;
Gruebele, M ;
Kelly, JW .
NATURE, 2004, 430 (6995) :101-105
[7]   Simple but predictive protein models [J].
Ding, F ;
Dokholyan, NV .
TRENDS IN BIOTECHNOLOGY, 2005, 23 (09) :450-455
[8]   Mechanism for the α-helix to β-hairpin transition [J].
Ding, F ;
Borreguero, JM ;
Buldyrey, SV ;
Stanley, HE ;
Dokholyan, NV .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2003, 53 (02) :220-228
[9]   Emergence of protein fold families through rational design [J].
Ding, Feng ;
Dokholyan, Nikolay V. .
PLOS COMPUTATIONAL BIOLOGY, 2006, 2 (07) :725-733
[10]   Understanding protein folding via free-energy surfaces from theory and experiment [J].
Dinner, AR ;
Sali, A ;
Smith, LJ ;
Dobson, CM ;
Karplus, M .
TRENDS IN BIOCHEMICAL SCIENCES, 2000, 25 (07) :331-339