Improved amino acid flexibility parameters

被引:146
作者
Smith, DK
Radivojac, P
Obradovic, Z
Dunker, AK
Zhu, G
机构
[1] Univ Hong Kong, Dept Biochem, Hong Kong, Hong Kong, Peoples R China
[2] Temple Univ, Ctr Informat Sci & Technol, Philadelphia, PA 19122 USA
[3] Washington State Univ, Sch Mol Biosci, Pullman, WA 99164 USA
[4] Hong Kong Univ Sci & Technol, Dept Biochem, Kowloon, Hong Kong, Peoples R China
关键词
B-factor; atomic displacement parameter; Gumbel distribution; extreme value distribution; flexibility;
D O I
10.1110/ps.0236203
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 molecules exhibit varying degrees of flexibility throughout their three-dimensional structures, with some segments showing little mobility while others may be so disordered as to be unresolvable by techniques such as X-ray crystallography. Atomic displacement parameters, or B-factors, from X-ray crystallographic studies give an experimentally determined indication of the degree of mobility in a protein structure. To provide better estimators of amino acid flexibility, we have examined B-factors from a large set of high-resolution crystal structures. Because of the differences among structures, it is necessary to normalize the B-factors. However, many proteins have segments of unusually high mobility, which must be accounted for before normalization can be performed. Accordingly, a median-based method from quality control studies was used to identify outliers. After removal of outliers from, and normalization of, each protein chain, the B-factors were collected for each amino acid in the set. It was found that the distribution of normalized B-factors followed a Gumbel, or extreme value distribution, and the location parameter, or mode, of this distribution was used as an estimator of flexibility for the amino acid. These new parameters have a higher correlation with experimentally determined B-factors than parameters from earlier methods.
引用
收藏
页码:1060 / 1072
页数:13
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