The conformational change of a protein upon ligand binding was examined by normal mode analysis (NMA) based on an elastic-network model (ENM) for a full-atom system using dihedral angles as independent variables. Specifically, we investigated the extent to which conformational change vectors of atoms from an apo form to a holo form of a protein can be represented by a linear combination of the displacement vectors of atoms in the apo form calculated for the lowest-frequency m normal modes (m = 1, 2, ..., 20). In this analysis, the latter vectors were best fitted to the former ones by the least-squares method. Twenty-two paired proteins in the holo and apo forms, including three dimer pairs, were examined. The results showed that, in most cases, the conformational change vectors were reproduced well by a linear combination of the displacement vectors of a small number of low-frequency normal modes. The conformational change around an active site was reproduced as well as the entire conformational change, except for some proteins that only undergo significant conformational changes around active sites. The weighting factors for 20 normal modes optimized by the least-squares fitting characterize the conformational changes upon ligand binding for these proteins. The conformational changes sampled around the apo form of a protein by the linear combination of the displacement vectors obtained by ENM-based NMA may help solve the flexible-docking problem of a protein with another molecule because the results presented herein suggest that they have a relatively high probability of being involved in an actual conformational change. (C) 2011 Elsevier B.V. All rights reserved.
机构:
Univ Tennessee, Oak Ridge Natl Lab, Ctr Biophys Mol, Oak Ridge, TN 37831 USA
RIKEN, Res Program Computat Sci, Wako, Saitama 3510198, JapanUniv Tennessee, Oak Ridge Natl Lab, Ctr Biophys Mol, Oak Ridge, TN 37831 USA
Moritsugu, Kei
Njunda, Brigitte M.
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Univ Heidelberg, Interdisciplinary Ctr Sci Comp IWR, D-69120 Heidelberg, GermanyUniv Tennessee, Oak Ridge Natl Lab, Ctr Biophys Mol, Oak Ridge, TN 37831 USA
Njunda, Brigitte M.
Smith, Jeremy C.
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Univ Tennessee, Oak Ridge Natl Lab, Ctr Biophys Mol, Oak Ridge, TN 37831 USAUniv Tennessee, Oak Ridge Natl Lab, Ctr Biophys Mol, Oak Ridge, TN 37831 USA
机构:Univ York, Dept Chem, Struct Biol Lab, York YO10 5DD, N Yorkshire, England
Varrot, A
Schülein, M
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机构:Univ York, Dept Chem, Struct Biol Lab, York YO10 5DD, N Yorkshire, England
Schülein, M
Davies, GJ
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Univ York, Dept Chem, Struct Biol Lab, York YO10 5DD, N Yorkshire, EnglandUniv York, Dept Chem, Struct Biol Lab, York YO10 5DD, N Yorkshire, England
机构:
Chinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R ChinaChinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R China
Wang, Jinan
Shao, Qiang
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Chinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R ChinaChinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R China
Shao, Qiang
Xu, Zhijian
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Chinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R ChinaChinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R China
Xu, Zhijian
Liu, Yingtao
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Chinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R ChinaChinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R China
Liu, Yingtao
Yang, Zhuo
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Chinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R ChinaChinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R China
Yang, Zhuo
Cossins, Benjamin P.
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UCB Pharma, Slough SL1 3WE, Berks, EnglandChinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R China
Cossins, Benjamin P.
Jiang, Hualiang
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Chinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R ChinaChinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R China
Jiang, Hualiang
Chen, Kaixian
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Chinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R ChinaChinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R China
Chen, Kaixian
Shi, Jiye
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UCB Pharma, Slough SL1 3WE, Berks, EnglandChinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R China
Shi, Jiye
Zhu, Weiliang
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Chinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R ChinaChinese Acad Sci, Shanghai Inst Mat Med, CAS Key Lab Receptor Res, Drug Discovery & Design Ctr, Shanghai 201203, Peoples R China