Simulation of folding of a small alpha-helical protein in atomistic detail using worldwide-distributed computing

被引:237
作者
Zagrovic, B
Snow, CD
Shirts, MR
Pande, VS [1 ]
机构
[1] Stanford Univ, Biophys Program, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Chem, Stanford, CA 94305 USA
关键词
molecular dynamics; protein-folding; villin headpiece; ensemble averaging; distributed computing;
D O I
10.1016/S0022-2836(02)00997-X
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
By employing thousands of PCs and new worldwide-distributed computing techniques, we have simulated in atomistic detail the folding of a fast-folding 36-residue alpha-helical protein from the villin headpiece. The total simulated time exceeds 300 mus, orders of magnitude more than previous simulations of a molecule of this size. Starting from an extended state, we obtained an ensemble of folded structures, which is on average 1.7 Angstrom and 1.9 Angstrom away from the native state in C-alpha distance-based root-mean-square deviation (dRMS) and C-beta dRMS sense, respectively. The folding mechanism of villin is most consistent with the hydrophobic collapse view of folding: the molecule collapses non-specifically very quickly (similar to 20 ns), which greatly reduces the size of the conformational space that needs to be explored in search of the native state. The conformational search in the collapsed state appears to be rate-limited by the formation of the aromatic core: in a significant fraction of our simulations, the C-terminal phenylalanine residue packs improperly with the rest of the hydrophobic core. We suggest that the breaking of this interaction may be the rate-determining step in the course of folding. On the basis of our simulations we estimate the folding rate of villin to be approximately 5 mus. By analyzing the average features of the folded ensemble obtained by simulation, we see that the mean folded structure is more similar to the native fold than any individual folded structure. This finding highlights the need for simulating ensembles of molecules and averaging the results in an experiment-like fashion if meaningful comparison between simulation and experiment is to be attempted. Moreover, our results demonstrate that (1) the computational methodology exists to simulate the multi-microsecond regime using distributed computing and (2) that potential sets used to describe interatomic interactions may be sufficiently accurate to reach the folded state, at least for small proteins. We conclude with a comparison between our results and current protein-folding theory. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:927 / 937
页数:11
相关论文
共 42 条
[2]   Characterization of residual structure in the thermally denatured state of barnase by simulation and experiment: Description of the folding pathway [J].
Bond, CJ ;
Wong, KB ;
Clarke, J ;
Fersht, AR ;
Daggett, V .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1997, 94 (25) :13409-13413
[3]   Chemical physics of protein folding [J].
Brooks, CL ;
Gruebele, M ;
Onuchic, JN ;
Wolynes, PG .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (19) :11037-11038
[4]   Assessing the effect of conformational averaging on the measured values of observables [J].
Bürgi, R ;
Pitera, J ;
van Gunsteren, WF .
JOURNAL OF BIOMOLECULAR NMR, 2001, 19 (04) :305-320
[5]  
Daura X, 1999, PROTEINS, V36, P542, DOI 10.1002/(SICI)1097-0134(19990901)36:4<542::AID-PROT17>3.3.CO
[6]  
2-D
[7]   From Levinthal to pathways to funnels [J].
Dill, KA ;
Chan, HS .
NATURE STRUCTURAL BIOLOGY, 1997, 4 (01) :10-19
[8]  
Dobson CM, 1998, ANGEW CHEM INT EDIT, V37, P868, DOI 10.1002/(SICI)1521-3773(19980420)37:7<868::AID-ANIE868>3.0.CO
[9]  
2-H
[10]   Pathways to a protein folding intermediate observed in a 1-microsecond simulation in aqueous solution [J].
Duan, Y ;
Kollman, PA .
SCIENCE, 1998, 282 (5389) :740-744