Discovering Conformational Sub-States Relevant to Protein Function
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作者:
Ramanathan, Arvind
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Oak Ridge Natl Lab, Computat Biol Inst, Oak Ridge, TN 37831 USA
Oak Ridge Natl Lab, Comp Sci & Math Div, Oak Ridge, TN USA
Carnegie Mellon Univ, Sch Comp Sci, Lane Ctr Computat Biol, Pittsburgh, PA 15213 USAOak Ridge Natl Lab, Computat Biol Inst, Oak Ridge, TN 37831 USA
Ramanathan, Arvind
[1
,2
,6
]
Savol, Andrej J.
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机构:
Univ Pittsburgh, Dept Computat & Syst Biol, Pittsburgh, PA USA
Carnegie Mellon Univ Univ Pittsburgh Ph D Program, Pittsburgh, PA USAOak Ridge Natl Lab, Computat Biol Inst, Oak Ridge, TN 37831 USA
Savol, Andrej J.
[3
,4
]
Langmead, Christopher J.
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机构:
Carnegie Mellon Univ, Sch Comp Sci, Dept Comp Sci, Pittsburgh, PA 15213 USA
Carnegie Mellon Univ, Sch Comp Sci, Lane Ctr Computat Biol, Pittsburgh, PA 15213 USAOak Ridge Natl Lab, Computat Biol Inst, Oak Ridge, TN 37831 USA
Langmead, Christopher J.
[5
,6
]
Agarwal, Pratul K.
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机构:
Oak Ridge Natl Lab, Computat Biol Inst, Oak Ridge, TN 37831 USA
Oak Ridge Natl Lab, Comp Sci & Math Div, Oak Ridge, TN USAOak Ridge Natl Lab, Computat Biol Inst, Oak Ridge, TN 37831 USA
Agarwal, Pratul K.
[1
,2
]
Chennubhotla, Chakra S.
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机构:
Univ Pittsburgh, Dept Computat & Syst Biol, Pittsburgh, PA USAOak Ridge Natl Lab, Computat Biol Inst, Oak Ridge, TN 37831 USA
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
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.
机构:
Res Inst Mol Biol & Biophys, Res Grp Math Modeling Biomed Syst, Novosibirak, RussiaRes Inst Mol Biol & Biophys, Res Grp Math Modeling Biomed Syst, Novosibirak, Russia
Putilov, A.
Donskaya, O.
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Res Inst Mol Biol & Biophys, Res Grp Math Modeling Biomed Syst, Novosibirak, RussiaRes Inst Mol Biol & Biophys, Res Grp Math Modeling Biomed Syst, Novosibirak, Russia