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Are there non-trivial dynamic cross-correlations in proteins?
1European Molecular Biology Laboratory, Meyerhofstrasse 1 69117 Heidelberg, Germany.
Journal of Molecular Biology
|July 9, 1998
Summary
Analyzing molecular motion requires removing overall movement. Principal component analysis in distance space preserves dynamic cross-correlations without introducing bias from overall motion.
Area of Science:
- Molecular dynamics
- Computational biology
- Structural biology
Background:
- Analyzing internal molecular motion necessitates removing overall motion via least-squares fitting.
- The selection of atoms for fitting impacts the observed internal motion, as seen with BPTI.
- Molecular dynamics simulations are crucial for understanding protein flexibility.
Purpose of the Study:
- To investigate the impact of atom selection in fitting procedures on essential dynamics analysis.
- To introduce and evaluate a novel method, principal component analysis in distance space, for analyzing molecular motion.
- To determine if distance space analysis preserves dynamic cross-correlations without overall motion bias.
Main Methods:
- Performed essential dynamics (ED) analyses on a 1 ns molecular dynamics trajectory of a single-stranded DNA-binding protein.
- Compared ED results using all alpha-carbon atoms versus only the least mobile atoms for trajectory fitting.
- Developed and applied principal component analysis (PCA) in distance space to analyze dynamic cross-correlations.
Main Results:
- Fitting with least mobile atoms significantly reduced long-range atomic covariances compared to using all alpha-carbons.
- Despite reduced covariances, the overlap between essential spaces remained high.
- Principal component analysis in distance space successfully preserved non-trivial dynamic cross-correlations.
Conclusions:
- The choice of fitting atoms influences the analysis of internal molecular motion, particularly long-range covariances.
- Principal component analysis in distance space offers a viable method to analyze molecular dynamics without bias from overall motion.
- Distance space analysis preserves essential dynamic information, though cross-correlations may be smaller than in standard ED.