Detecting protein atom correlations using correlation of probability of recurrence

被引:17
|
作者
Fataftah, Hiba [1 ]
Karain, Wael [1 ]
机构
[1] Birzeit Univ, Dept Phys, Birzeit, Israel
关键词
BLIP; mutual information; cross-correlation; molecular dynamics; NONLINEAR SIGNAL ANALYSIS; MOLECULAR-DYNAMICS SIMULATIONS; QUANTIFICATION ANALYSIS; DETERMINISTIC SINGULARITIES; TIME-SERIES; SYSTEMS; COMPLEX; HYDROPHOBICITY; SEQUENCES; MOTIONS;
D O I
10.1002/prot.24574
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
The dynamic cross-correlation Map(DCCM) technique has been used extensively to study protein dynamics. In this work, we introduce the use of the method of correlation of probability of recurrence (CPR) as a complementary method to detect correlation correlations between protein residue atoms. Time series of the distances of the C-a atoms of the beta-lactamase inhibitory protein (BLIP) from a reference position are analyzed using CPR and mutual information (MI). The results are compared to those provided by DCCM. In comparison to MI, CPR is found to detect more of the correlations present in DCCM. It is also able to detect a small number of significant correlations between distant residues that are not detected by DCCM
引用
收藏
页码:2180 / 2189
页数:10
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