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
加拿大创新基金会; 加拿大自然科学与工程研究理事会;
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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共 27 条
  • [1] Structure-based statistical analysis of transmembrane helices
    Baeza-Delgado, Carlos
    Marti-Renom, Marc A.
    Mingarro, Ismael
    [J]. EUROPEAN BIOPHYSICS JOURNAL WITH BIOPHYSICS LETTERS, 2013, 42 (2-3): : 199 - 207
  • [2] Nanomechanical properties of MscL helices: A steered molecular dynamics study
    Bavi, N.
    Bavi, O.
    Vossoughi, M.
    Naghdabadi, R.
    Hill, A. P.
    Martinac, B.
    Jamali, Y.
    [J]. CHANNELS, 2017, 11 (03) : 209 - 223
  • [3] The Protein Data Bank
    Berman, HM
    Westbrook, J
    Feng, Z
    Gilliland, G
    Bhat, TN
    Weissig, H
    Shindyalov, IN
    Bourne, PE
    [J]. NUCLEIC ACIDS RESEARCH, 2000, 28 (01) : 235 - 242
  • [4] HARMONIC DYNAMICS OF PROTEINS - NORMAL-MODES AND FLUCTUATIONS IN BOVINE PANCREATIC TRYPSIN-INHIBITOR
    BROOKS, B
    KARPLUS, M
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA-BIOLOGICAL SCIENCES, 1983, 80 (21): : 6571 - 6575
  • [5] Ser/Thr Motifs in Transmembrane Proteins: Conservation Patterns and Effects on Local Protein Structure and Dynamics
    del Val, Coral
    White, Stephen H.
    Bondar, Ana-Nicoleta
    [J]. JOURNAL OF MEMBRANE BIOLOGY, 2012, 245 (11) : 717 - 730
  • [6] Ser and Thr residues modulate the conformation of pro-kinked transmembrane α-helices
    Deupi, X
    Olivella, M
    Govaerts, C
    Ballesteros, JA
    Campillo, M
    Pardo, L
    [J]. BIOPHYSICAL JOURNAL, 2004, 86 (01) : 105 - 115
  • [7] Flexibility of α-helices:: Results of a statistical analysis of database protein structures
    Emberly, EG
    Mukhopadhyay, R
    Wingreen, NS
    Tang, C
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 2003, 327 (01) : 229 - 237
  • [8] Quantitative Residue-Level Structure-Evolution Relationships in the Yeast Membrane Proteome
    Franzosa, Eric A.
    Xue, Ran
    Xia, Yu
    [J]. GENOME BIOLOGY AND EVOLUTION, 2013, 5 (04): : 734 - 744
  • [9] Computational de novo peptide and protein design: Rigid templates versus flexible templates
    Fung, Ho Ki
    Welsh, William J.
    Floudas, Christodoulos A.
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2008, 47 (04) : 993 - 1001
  • [10] Helical packing patterns in membrane and soluble proteins
    Gimpelev, M
    Forrest, LR
    Murray, D
    Honig, B
    [J]. BIOPHYSICAL JOURNAL, 2004, 87 (06) : 4075 - 4086