Developing a molecular dynamics force field for both folded and disordered protein states

被引:660
|
作者
Robustelli, Paul [1 ]
Piana, Stefano [1 ]
Shaw, David E. [1 ,2 ]
机构
[1] DE Shaw Res, New York, NY 10036 USA
[2] Columbia Univ, Dept Biochem & Mol Biophys, New York, NY 10032 USA
关键词
computer simulations; intrinsically disordered proteins; protein dynamics; CHEMICAL-SHIFTS; CONFORMATIONAL SPACE; FOLDING SIMULATIONS; SCALAR COUPLINGS; WATER MODEL; NMR; CALMODULIN; EQUILIBRIUM; ASSOCIATION; RESOLUTION;
D O I
10.1073/pnas.1800690115
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Molecular dynamics (MD) simulation is a valuable tool for characterizing the structural dynamics of folded proteins and should be similarly applicable to disordered proteins and proteins with both folded and disordered regions. It has been unclear, however, whether any physical model (force field) used in MD simulations accurately describes both folded and disordered proteins. Here, we select a benchmark set of 21 systems, including folded and disordered proteins, simulate these systems with six state-of-theart force fields, and compare the results to over 9,000 available experimental data points. We find that none of the tested force fields simultaneously provided accurate descriptions of folded proteins, of the dimensions of disordered proteins, and of the secondary structure propensities of disordered proteins. Guided by simulation results on a subset of our benchmark, however, we modified parameters of one force field, achieving excellent agreement with experiment for disordered proteins, while maintaining state-of-the-art accuracy for folded proteins. The resulting force field, a99SB-disp, should thus greatly expand the range of biological systems amenable to MD simulation. A similar approach could be taken to improve other force fields.
引用
收藏
页码:E4758 / E4766
页数:9
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