Flexibility of β-sheets:: Principal component analysis of database protein structures

被引:44
作者
Emberly, EG
Mukhopadhyay, R
Tang, C
Wingreen, NS
机构
[1] NEC Labs Amer Inc, Princeton, NJ 08540 USA
[2] Rockefeller Univ, Ctr Studies Phys & Biol, New York, NY 10021 USA
关键词
beta-sheet; flexibility; principal component analysis; secondary structure;
D O I
10.1002/prot.10618
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Protein folds are built primarily from the packing together of two types of structures: alpha-helices and beta-sheets. Neither structure is rigid, and the flexibility of helices and sheets is often important in determining the final fold (e.g., coiled coils and beta-barrels). Recent work has quantified the flexibility of a-helices using a principal component analysis (PCA) of database helical structures (J. Mol. Bio. 2003, 327, pp. 229 -237). Here, we extend the analysis to beta-sheet flexibility using PCA on a database of beta-sheet structures. For sheets of varying dimension and geometry, we find two dominant modes of flexibility: twist and bend. The distributions of amplitudes for these modes are found to be Gaussian and independent, suggesting that the PCA twist and bend modes can be identified as the soft elastic normal modes of sheets. We consider the scaling of mode eigenvalues with sheet size and find that parallel beta-sheets are more rigid than antiparallel sheets over the entire range studied. Finally, we discuss the application of our PCA results to modeling and design of beta-sheet proteins. (C) 2004 Wiley-Liss, Inc.
引用
收藏
页码:91 / 98
页数:8
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