Assessing equilibration and convergence in biomolecular simulations.
If molecular dynamics simulations are used to characterize the folding of peptides or proteins, a wide range of conformational states needs to be sampled. This study reports an analysis of peptide simulations to identify the best methods for assessing equilibration and sampling in these systems where there is significant conformational disorder. Four trajectories of a beta peptide in methanol and four trajectories of an alpha peptide in water, each of 5 ns in length, have been studied. Comparisons have also been made with two 50-ns trajectories of the beta peptide in methanol. The convergence rates of quantities that probe both the extent of conformational sampling and the local dynamical properties have been characterized. These include the numbers of hydrogen bonds populated, clusters identified, and main chain torsion angle transitions in the trajectories. The relative equilibrium rates of different quantities are found to vary significantly between the two systems studied reflecting both the differences in peptide primary structure and the different solvents used. A cluster analysis of the simulation trajectories is identified as a very effective method for judging the convergence of the simulations. This is particularly the case if the analysis includes a comparison of multiple trajectories calculated for the same system from different starting structures.
Smith
Lorna J
LJ
Oxford Centre for Molecular Sciences, Central Chemistry Laboratory, University of Oxford, Oxford, United Kingdom. lorna.smith@chem.ox.ac.uk
Daura
Xavier
X
van Gunsteren
Wilfred F
WF
D000595:Amino Acid Sequence; D003198:Computer Simulation; D006860:Hydrogen Bonding; D000432:Methanol / Q000737:chemistry; D008958:Models, Molecular; D009113:Muramidase / Q000737:chemistry; D009842:Oligopeptides / Q000737:chemistry; D010446:Peptide Fragments / Q000737:chemistry; D010455:Peptides / Q000737:chemistry*; D011487:Protein Conformation; D017510:Protein Folding; D012997:Solvents / Q000737:chemistry; D014867:Water / Q000737:chemistry
D009842:Oligopeptides; D010446:Peptide Fragments; D010455:Peptides; D012997:Solvents; C465443:beta-valyl-beta-alanyl-beta-leucyl-beta-alanyl(alpha-methyl)-beta-valyl-beta-alanyl-beta-leucine; D014867:Water; D009113:Muramidase; C465444:hen egg lysozyme (105-115); D000432:Methanol