Protein dynamics investigated by inherent structure analysis

被引:57
作者
Rao, Francesco [1 ]
Karplus, Martin [1 ,2 ]
机构
[1] Univ Strasbourg, Inst Sci & Ingenierie Supramol, Lab Chim Biophys, F-67000 Strasbourg, France
[2] Harvard Univ, Dept Chem & Chem Biol, Cambridge, MA 02138 USA
关键词
complex networks; conformational dynamics; energy landscapes; molecular dynamics simulations; MOLECULAR-DYNAMICS; SUPERCOOLED LIQUIDS; COMPLEX NETWORK; AMIDE-I; SIMULATIONS; CONFORMATIONS; LANDSCAPE; PEPTIDE; TRAP;
D O I
10.1073/pnas.0915087107
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) simulations provide essential information about the thermodynamics and dynamics of proteins. To construct the free-energy surface from equilibrium trajectories, it is necessary to group the individual snapshots in a meaningful way. The inherent structures (IS) are shown to provide an appropriate discretization of the trajectory and to avoid problems that can arise in clustering algorithms that have been employed previously. The IS-based approach is illustrated with a 30-ns room temperature "native" state MD simulation of a 10-residue peptide in a beta-hairpin conformation. The transitions between the IS are used to construct a configuration space network from which a one-dimensional free-energy profile is obtained with the mincut method. The results demonstrate that the IS approach is useful and that even for this simple system, there exists a nontrivial organization of the native state into several valleys separated by barriers as high as 3 kcal/mol. Further, by introducing a coarse-grained network, it is demonstrated that there are multiple pathways connecting the valleys. This scenario is hidden when the snapshots of the trajectory are used directly with rmsd clustering to compute the free-energy profile. Application of the IS approach to the native state of the PDZ2 signaling domain indicates its utility for the study of biologically relevant systems.
引用
收藏
页码:9152 / 9157
页数:6
相关论文
共 52 条
[1]   Analysis of the Free-Energy Surface of Proteins from Reversible Folding Simulations [J].
Allen, Lucy R. ;
Krivov, Sergei V. ;
Paci, Emanuele .
PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (07)
[2]   2D-IR Experiments and Simulations of the Coupling between Amide-I and Ionizable Side Chains in Proteins: Application to the Villin Headpiece [J].
Bagchi, Sayan ;
Falvo, Cyril ;
Mukamel, Shaul ;
Hochstrasser, Robin M. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2009, 113 (32) :11260-11273
[3]   Glass transition in an off-lattice protein model studied by molecular dynamics simulations [J].
Baumketner, A ;
Shea, JE ;
Hiwatari, Y .
PHYSICAL REVIEW E, 2003, 67 (01) :6
[4]   Nontopographic description of inherent structure dynamics in glassformers [J].
Berthier, L ;
Garrahan, JP .
JOURNAL OF CHEMICAL PHYSICS, 2003, 119 (08) :4367-4371
[5]   The dynamic energy landscape of dihydrofolate reductase catalysis [J].
Boehr, David D. ;
McElheny, Dan ;
Dyson, H. Jane ;
Wright, Peter E. .
SCIENCE, 2006, 313 (5793) :1638-1642
[6]   Progress and challenges in the automated construction of Markov state models for full protein systems [J].
Bowman, Gregory R. ;
Beauchamp, Kyle A. ;
Boxer, George ;
Pande, Vijay S. .
JOURNAL OF CHEMICAL PHYSICS, 2009, 131 (12)
[7]   CHARMM: The Biomolecular Simulation Program [J].
Brooks, B. R. ;
Brooks, C. L., III ;
Mackerell, A. D., Jr. ;
Nilsson, L. ;
Petrella, R. J. ;
Roux, B. ;
Won, Y. ;
Archontis, G. ;
Bartels, C. ;
Boresch, S. ;
Caflisch, A. ;
Caves, L. ;
Cui, Q. ;
Dinner, A. R. ;
Feig, M. ;
Fischer, S. ;
Gao, J. ;
Hodoscek, M. ;
Im, W. ;
Kuczera, K. ;
Lazaridis, T. ;
Ma, J. ;
Ovchinnikov, V. ;
Paci, E. ;
Pastor, R. W. ;
Post, C. B. ;
Pu, J. Z. ;
Schaefer, M. ;
Tidor, B. ;
Venable, R. M. ;
Woodcock, H. L. ;
Wu, X. ;
Yang, W. ;
York, D. M. ;
Karplus, M. .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 2009, 30 (10) :1545-1614
[8]   CHARMM - A PROGRAM FOR MACROMOLECULAR ENERGY, MINIMIZATION, AND DYNAMICS CALCULATIONS [J].
BROOKS, BR ;
BRUCCOLERI, RE ;
OLAFSON, BD ;
STATES, DJ ;
SWAMINATHAN, S ;
KARPLUS, M .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 1983, 4 (02) :187-217
[9]   Network and graph analyses of folding free energy surfaces [J].
Caflisch, A .
CURRENT OPINION IN STRUCTURAL BIOLOGY, 2006, 16 (01) :71-78
[10]   Locally accessible conformations of proteins: Multiple molecular dynamics simulations of crambin [J].
Caves, LSD ;
Evanseck, JD ;
Karplus, M .
PROTEIN SCIENCE, 1998, 7 (03) :649-666