Discovering Conformational Sub-States Relevant to Protein Function

被引:54
作者
Ramanathan, Arvind [1 ,2 ,6 ]
Savol, Andrej J. [3 ,4 ]
Langmead, Christopher J. [5 ,6 ]
Agarwal, Pratul K. [1 ,2 ]
Chennubhotla, Chakra S. [3 ]
机构
[1] Oak Ridge Natl Lab, Computat Biol Inst, Oak Ridge, TN 37831 USA
[2] Oak Ridge Natl Lab, Comp Sci & Math Div, Oak Ridge, TN USA
[3] Univ Pittsburgh, Dept Computat & Syst Biol, Pittsburgh, PA USA
[4] Carnegie Mellon Univ Univ Pittsburgh Ph D Program, Pittsburgh, PA USA
[5] Carnegie Mellon Univ, Sch Comp Sci, Dept Comp Sci, Pittsburgh, PA 15213 USA
[6] Carnegie Mellon Univ, Sch Comp Sci, Lane Ctr Computat Biol, Pittsburgh, PA 15213 USA
基金
美国国家卫生研究院;
关键词
MOLECULAR-DYNAMICS SIMULATIONS; FREE-ENERGY LANDSCAPE; INTRINSIC DYNAMICS; CIS/TRANS ISOMERIZATION; ATOMIC FLUCTUATIONS; FERROCYTOCHROME-C; FORCE-FIELD; T4; LYSOZYME; MOTIONS; ANHARMONICITY;
D O I
10.1371/journal.pone.0015827
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
Background: Internal motions enable proteins to explore a range of conformations, even in the vicinity of native state. The role of conformational fluctuations in the designated function of a protein is widely debated. Emerging evidence suggests that sub-groups within the range of conformations (or sub-states) contain properties that may be functionally relevant. However, low populations in these sub-states and the transient nature of conformational transitions between these sub-states present significant challenges for their identification and characterization. Methods and Findings: To overcome these challenges we have developed a new computational technique, quasi-anharmonic analysis (QAA). QAA utilizes higher-order statistics of protein motions to identify sub-states in the conformational landscape. Further, the focus on anharmonicity allows identification of conformational fluctuations that enable transitions between sub-states. QAA applied to equilibrium simulations of human ubiquitin and T4 lysozyme reveals functionally relevant sub-states and protein motions involved in molecular recognition. In combination with a reaction pathway sampling method, QAA characterizes conformational sub-states associated with cis/trans peptidyl-prolyl isomerization catalyzed by the enzyme cyclophilin A. In these three proteins, QAA allows identification of conformational sub-states, with critical structural and dynamical features relevant to protein function. Conclusions: Overall, QAA provides a novel framework to intuitively understand the biophysical basis of conformational diversity and its relevance to protein function.
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页数:16
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