title: Free-energy landscape, principal component analysis, and structural clustering to identify representative conformations from molecular dynamics simulations: the myoglobin case.
abstract: Several molecular dynamics (MD) simulations were used to sample conformations in the neighborhood of the native structure of holo-myoglobin (holo-Mb), collecting trajectories spanning 0.22 micros at 300 K. Principal component (PCA) and free-energy landscape (FEL) analyses, integrated by cluster analysis, which was performed considering the position and structures of the individual helices of the globin fold, were carried out. The coherence between the different structural clusters and the basins of the FEL, together with the convergence of parameters derived by PCA indicates that an accurate description of the Mb conformational space around the native state was achieved by multiple MD trajectories spanning at least 0.14 micros. The integration of FEL, PCA, and structural clustering was shown to be a very useful approach to gain an overall view of the conformational landscape accessible to a protein and to identify representative protein substates. This method could be also used to investigate the conformational and dynamical properties of Mb apo-, mutant, or delete versions, in which greater conformational variability is expected and, therefore identification of representative substates from the simulations is relevant to disclose structure-function relationship.
authors.affiliation: Department of Biotechnology and Bioscience, University of Milano-Bicocca, 20126 Milan, Italy. elena.papaleo@unimib.it
authors.forename: Elena
authors.initials: E
authors.lastname: Papaleo
authors.forename: Paolo
authors.initials: P
authors.lastname: Mereghetti
authors.forename: Piercarlo
authors.initials: P
authors.lastname: Fantucci
authors.forename: Rita
authors.initials: R
authors.lastname: Grandori
authors.forename: Luca
authors.initials: L
authors.lastname: De Gioia
mesh_terms: D016000:Cluster Analysis; D003198:Computer Simulation; D008958:Models, Molecular; D009211:Myoglobin / Q000737:chemistry*; D025341:Principal Component Analysis / Q000379:methods*; D011487:Protein Conformation; D013816:Thermodynamics
chemical_list: D009211:Myoglobin