Simulation of protein folding by reaction path annealing
- 22 February 2001
- journal article
- research article
- Published by AIP Publishing in The Journal of Chemical Physics
- Vol. 114 (8) , 3823-3841
- https://doi.org/10.1063/1.1342162
Abstract
We present a systematic application of reaction path sampling to computer simulations of the folding of peptides and small proteins at atomic resolution in the presence of solvent. We use a simulated annealing protocol to generate an ensemble of room temperature folding trajectories of fixed length, which connect predetermined initial and final states. The trajectories are distributed according to a discretized version of the Onsager–Machlup action functional. We show that, despite the enormous practical restrictions placed on the number of time slices which can be explored, some of the basic kinetic features found experimentally for the folding of peptides and small proteins are exhibited in the nature of the reaction paths sampled. We test the method on three systems: A 12 residue α-helical peptide, a 16 residue β-hairpin peptide, and the 36 residue avian Pancreatic Polypeptide (aPP). All systems are represented at atomic resolution, and include explicit water molecules. For the 12 residue α-helix, we find that hydrogen bonds can play a significant role in the folding pathway, with specific bonds appearing, then transforming to the corresponding hydrogen bond for some, but not all of the native hydrogen bonds. For the β-hairpin and aPP, hydrophobic interactions play a dominant role, with nonbonded interactions consistently appearing before hydrogen bonds. This is true both at the level of tertiary structure, and at the level of individual hydrogen bonds which tend to form only after stabilizing nonbonded interactions have already formed between the residues involved.
Keywords
This publication has 72 references indexed in Scilit:
- Temperature dependent reaction coordinatesThe Journal of Chemical Physics, 2000
- Identifying the protein folding nucleus using molecular dynamics 1 1Edited by A. R. FershtJournal of Molecular Biology, 2000
- Hierarchy of structure loss in MD simulations of src SH3 domain unfoldingJournal of Molecular Biology, 1999
- The changing nature of the protein folding transition state: implications for the shape of the free-energy profile for foldingJournal of Molecular Biology, 1998
- Ligand-induced conformational changes in ras p21: a normal mode and energy minimization analysisJournal of Molecular Biology, 1997
- The Structure of the Transition State for Folding of Chymotrypsin Inhibitor 2 Analysed by Protein Engineering Methods: Evidence for a Nucleation-condensation Mechanism for Protein FoldingJournal of Molecular Biology, 1995
- Unfolding and refolding of the native structure of bovine pancreatic trypsin inhibitor studied by computer simulationsBiochemistry, 1993
- Protein Unfolding Pathways Explored Through Molecular Dynamics SimulationsJournal of Molecular Biology, 1993
- The effect of amino acid substitution on protein‐folding and ‐unfolding transition studied by computer simulationBiopolymers, 1988
- Dictionary of protein secondary structure: Pattern recognition of hydrogen‐bonded and geometrical featuresBiopolymers, 1983