title: Combination of Markov state models and kinetic networks for the analysis of molecular dynamics simulations of peptide folding.
abstract: Atomistic molecular dynamics simulations of the TZ1 beta-hairpin peptide have been carried out using an implicit model for the solvent. The trajectories have been analyzed using a Markov state model defined on the projections along two significant observables and a kinetic network approach. The Markov state model allowed for an unbiased identification of the metastable states of the system, and provided the basis for commitment probability calculations performed on the kinetic network. The kinetic network analysis served to extract the main transition state for folding of the peptide and to validate the results from the Markov state analysis. The combination of the two techniques allowed for a consistent and concise characterization of the dynamics of the peptide. The slowest relaxation process identified is the exchange between variably folded and denatured species, and the second slowest process is the exchange between two different subsets of the denatured state which could not be otherwise identified by simple inspection of the projected trajectory. The third slowest process is the exchange between a fully native and a partially folded intermediate state characterized by a native turn with a proximal backbone H-bond, and frayed side-chain packing and termini. The transition state for the main folding reaction is similar to the intermediate state, although a more native like side-chain packing is observed.
authors.affiliation: MRC-Centre for Protein Engineering, Cambridge, UK.
authors.forename: Isolde H
authors.initials: IH
authors.lastname: Radford
authors.forename: Alan R
authors.initials: AR
authors.lastname: Fersht
authors.forename: Giovanni
authors.initials: G
authors.lastname: Settanni
mesh_terms: D016000:Cluster Analysis; D006860:Hydrogen Bonding; D007700:Kinetics; D008390:Markov Chains; D056004:Molecular Dynamics Simulation; D010455:Peptides / Q000737:chemistry*; D017510:Protein Folding; D017433:Protein Structure, Secondary; D013816:Thermodynamics
chemical_list: D010455:Peptides