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Application of principal component analysis in protein unfolding: An all-atom molecular dynamics simulation study
Published in AMER INST PHYSICS
2007
PMID: 17979396
Volume: 127
   
Issue: 16
Abstract
We have performed molecular dynamics (MD) simulation of the thermal denaturation of one protein and one peptide - ubiquitin and melittin. To identify the correlation in dynamics among various secondary structural fragments and also the individual contribution of different residues towards thermal unfolding, principal component analysis method was applied in order to give a new insight to protein dynamics by analyzing the contribution of coefficients of principal components. The cross-correlation matrix obtained from MD simulation trajectory provided important information regarding the anisotropy of backbone dynamics that leads to unfolding. Unfolding of ubiquitin was found to be a three-state process, while that of melittin, though smaller and mostly helical, is more complicated. © 2007 American Institute of Physics.
About the journal
JournalJournal of Chemical Physics
PublisherAMER INST PHYSICS
ISSN0021-9606
Open AccessNo