Coarse-Grained Molecular Modeling of the Solution Structure Ensemble of Dengue Virus Nonstructural Protein 5 with Small-Angle X-ray Scattering Intensity

被引:5
作者
Zhu, Guanhua [1 ]
Saw, Wuan Geok [1 ]
Nalaparaju, Anjaiah [1 ]
Grueber, Gerhard [1 ]
Lu, Lanyuan [1 ]
机构
[1] Nanyang Technol Univ, Sch Biol Sci, 60 Nanyang Dr, Singapore 637551, Singapore
关键词
ENERGY LANDSCAPE; SIMULATION; DYNAMICS; SEROTYPES; NS5; MACROMOLECULES; FLEXIBILITY; COMPUTATION; ASSOCIATION; COMPLEXES;
D O I
10.1021/acs.jpcb.7b00051
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
An ensemble-modeling scheme incorporating coarse-grained simulations with experimental small-angle X-ray scattering (SAXS) data is applied to dengue virus 2 (DENV2) nonstructural protein 5 (NS5). NS5 serves a key role in viral replication through its two domains that are connected by a 10-residue polypeptide segment. A set of representative structures is generated from a simulated structure pool using SAXS data fitting by the non-negativity least squares (NNLS) or standard ensemble optimization method (EOM) based on a genetic algorithm (GA). It is found that a proper low-energy threshold of the structure pool is necessary to produce a conformational ensemble of two representative structures by both NNLS and GA that agrees well with the experimental SAXS profile. The stability of the constructed ensemble is validated also by molecular dynamics simulations with an all-atom force field. The constructed ensemble successfully revealed the domain-domain orientation and domain-contacting interface of DENV2 NS5. Using experimental data fitting and additional investigations with synthesized data, it is found that energy restraint on the conformational pool is necessary to avoid overinterpretation of experimental data by spurious conformational representations.
引用
收藏
页码:2252 / 2264
页数:13
相关论文
共 71 条
[1]  
[Anonymous], 2007, Numerical Recipes: The Art of Scientific Computing
[2]   Recovering a Representative Conformational Ensemble from Underdetermined Macromolecular Structural Data [J].
Berlin, Konstantin ;
Castaneda, Carlos A. ;
Schneidman-Duhovny, Dina ;
Sali, Andrej ;
Nava-Tudela, Alfredo ;
Fushman, David .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2013, 135 (44) :16595-16609
[3]   Structural characterization of flexible proteins using small-angle X-ray scattering [J].
Bernado, Pau ;
Mylonas, Efstratios ;
Petoukhov, Maxim V. ;
Blackledge, Martin ;
Svergun, Dmitri I. .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2007, 129 (17) :5656-5664
[4]   Structure and functionality in flavivirus NS-proteins: Perspectives for drug design [J].
Bollati, Michela ;
Alvarez, Karin ;
Assenberg, Rene ;
Baronti, Cecile ;
Canard, Bruno ;
Cook, Shelley ;
Coutard, Bruno ;
Decroly, Etienne ;
de Lamballerie, Xavier ;
Gould, Ernest A. ;
Grard, Gilda ;
Grimes, Jonathan M. ;
Hilgenfeld, Rolf ;
Jansson, Anna M. ;
Malet, Helene ;
Mancini, Erika J. ;
Mastrangelo, Eloise ;
Mattevi, Andrea ;
Milani, Mario ;
Moureau, Gregory ;
Neyts, Johan ;
Owens, Raymond J. ;
Ren, Jingshan ;
Selisko, Barbara ;
Speroni, Silvia ;
Steuber, Holger ;
Stuart, David I. ;
Unge, Torsten ;
Bolognesi, Martino .
ANTIVIRAL RESEARCH, 2010, 87 (02) :125-148
[5]   Dengue Virus Nonstructural Protein 5 Adopts Multiple Conformations in Solution [J].
Bussetta, Cecile ;
Choi, Kyung H. .
BIOCHEMISTRY, 2012, 51 (30) :5921-5931
[6]  
Chen Y, 2007, BIOPHYS J, V93, P2300, DOI [10.1529/biophysj.107.104174, 10.1529/biophysj.l07.104174]
[7]   Coupling of tandem Smad ubiquitination regulatory factor (Smurf) WW domains modulates target specificity [J].
Chong, P. Andrew ;
Lin, Hong ;
Wrana, Jeffrey L. ;
Forman-Kay, Julie D. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (43) :18404-18409
[8]   Calculation of ensembles of structures representing the unfolded state of an SH3 domain [J].
Choy, WY ;
Forman-Kay, JD .
JOURNAL OF MOLECULAR BIOLOGY, 2001, 308 (05) :1011-1032
[9]   Topological and energetic factors: What determines the structural details of the transition state ensemble and "en-route" intermediates for protein folding? An investigation for small globular proteins [J].
Clementi, C ;
Nymeyer, H ;
Onuchic, JN .
JOURNAL OF MOLECULAR BIOLOGY, 2000, 298 (05) :937-953
[10]  
Daura X, 1999, ANGEW CHEM INT EDIT, V38, P236, DOI 10.1002/(SICI)1521-3773(19990115)38:1/2<236::AID-ANIE236>3.0.CO