TY - JOUR
T1 - Ab Initio Folding of Proteins with All-Atom Discrete Molecular Dynamics
AU - Ding, Feng
AU - Tsao, Douglas
AU - Nie, Huifen
AU - Dokholyan, Nikolay
N1 - Funding Information:
We thank Brittany M. Fotsch for suggestions on the manuscript. This work is supported in part by American Heart Association grant 0665361U and National Institutes of Health grant R01GM080742.
PY - 2008/7/9
Y1 - 2008/7/9
N2 - 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.
AB - 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.
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U2 - 10.1016/j.str.2008.03.013
DO - 10.1016/j.str.2008.03.013
M3 - Article
C2 - 18611374
AN - SCOPUS:46049096322
SN - 0969-2126
VL - 16
SP - 1010
EP - 1018
JO - Structure
JF - Structure
IS - 7
ER -