Principal component analysis of alpha-helix deformations in transmembrane proteins

被引:9
|
作者
Bevacqua, Alexander [1 ]
Bakshi, Sachit [2 ]
Xia, Yu [1 ]
机构
[1] McGill Univ, Dept Bioengn, Montreal, PQ, Canada
[2] Boston Univ, Dept Biomed Engn, Boston, MA 02215 USA
来源
PLOS ONE | 2021年 / 16卷 / 09期
基金
加拿大自然科学与工程研究理事会; 加拿大创新基金会;
关键词
MEMBRANE; CONSTRAINTS; MUTATIONS; RESIDUES; DYNAMICS; PATTERNS; DATABASE; PEPTIDE;
D O I
10.1371/journal.pone.0257318
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
alpha -helices are deformable secondary structural components regularly observed in protein folds. The overall flexibility of an alpha -helix can be resolved into constituent physical deformations such as bending in two orthogonal planes and twisting along the principal axis. We used Principal Component Analysis to identify and quantify the contribution of each of these dominant deformation modes in transmembrane alpha -helices, extramembrane alpha -helices, and alpha -helices in soluble proteins. Using three alpha -helical samples from Protein Data Bank entries spanning these three cellular contexts, we determined that the relative contributions of these modes towards total deformation are independent of the alpha -helix's surroundings. This conclusion is supported by the observation that the identities of the top three deformation modes, the scaling behaviours of mode eigenvalues as a function of alpha -helix length, and the percentage contribution of individual modes on total variance were comparable across all three alpha -helical samples. These findings highlight that alpha -helical deformations are independent of cellular location and will prove to be valuable in furthering the development of flexible templates in de novo protein design.
引用
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页数:18
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