Combining the MARTINI and Structure-Based Coarse-Grained Approaches for the Molecular Dynamics Studies of Conformational Transitions in Proteins

被引:146
作者
Poma, Adolfo B. [1 ]
Cieplak, Marek [1 ]
Theodorakis, Panagiotis E. [1 ]
机构
[1] Polish Acad Sci, Inst Phys, Al Lotnikow 32-46, PL-02668 Warsaw, Poland
基金
欧盟地平线“2020”;
关键词
PRINCIPAL COMPONENT ANALYSIS; PARTICLE MESH EWALD; FORCE-FIELD; FREE-ENERGY; SIMULATIONS; MODEL; GROMACS; SYSTEMS; PRODY; WATER;
D O I
10.1021/acs.jctc.6b00986
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
The application of coarse-grained (CG) models in biology is essential to access large length and time scales required for the description of many biological processes. The ELNEDIN protein model is based on the well-known MARTINI CG force-field and rt incorporates additionally harmonic bonds of a certain spring constant. " within a defined cutoff distance between pairs of residues, in order to preserve the native structure of the protein. In this case, the use of unbreakable harmonic bonds hinders the study of unfolding and folding processes. To overcome this barrier we have replaced the harmonic bonds with Lennard-Jones interactions based on the contact map of the native protein structure as is done in GU-like models. This model exhibits very good agreement with all-atom simulations and the ELNEDIN. Moreover, it can capture the structural motion linked to particular catalytic activity in the Man5B protein, in agreement with all-atom simulations. In addition, our model is based on the van der Waals radii, instead of a cutoff distance, which results in a smaller contact map. In conclusion, we anticipate that our model will provide further possibilities for studying biological systems based on the MARTINI CG force-field by using advanced-sampling methods, such as parallel tempering and metadynamics.
引用
收藏
页码:1366 / 1374
页数:9
相关论文
共 61 条
[1]   ESSENTIAL DYNAMICS OF PROTEINS [J].
AMADEI, A ;
LINSSEN, ABM ;
BERENDSEN, HJC .
PROTEINS-STRUCTURE FUNCTION AND GENETICS, 1993, 17 (04) :412-425
[2]   Evol and ProDy for bridging protein sequence evolution and structural dynamics [J].
Bakan, Ahmet ;
Dutta, Anindita ;
Mao, Wenzhi ;
Liu, Ying ;
Chennubhotla, Chakra ;
Lezon, Timothy R. ;
Bahar, Ivet .
BIOINFORMATICS, 2014, 30 (18) :2681-2683
[3]   ProDy: Protein Dynamics Inferred from Theory and Experiments [J].
Bakan, Ahmet ;
Meireles, Lidio M. ;
Bahar, Ivet .
BIOINFORMATICS, 2011, 27 (11) :1575-1577
[4]   Principal component analysis and long time protein dynamics [J].
Balsera, MA ;
Wriggers, W ;
Oono, Y ;
Schulten, K .
JOURNAL OF PHYSICAL CHEMISTRY, 1996, 100 (07) :2567-2572
[5]   Recovering data from scanned graphs: Performance of Frantz's g3data software [J].
Bauer, Ben ;
Reynolds, Michael .
BEHAVIOR RESEARCH METHODS, 2008, 40 (03) :858-868
[6]   GROMACS - A MESSAGE-PASSING PARALLEL MOLECULAR-DYNAMICS IMPLEMENTATION [J].
BERENDSEN, HJC ;
VANDERSPOEL, D ;
VANDRUNEN, R .
COMPUTER PHYSICS COMMUNICATIONS, 1995, 91 (1-3) :43-56
[7]   Molecular dynamics study of enhanced Man5B enzymatic activity [J].
Bernardi, Rafael C. ;
Cann, Isaac ;
Schulten, Klaus .
BIOTECHNOLOGY FOR BIOFUELS, 2014, 7
[8]   CHARMM - A PROGRAM FOR MACROMOLECULAR ENERGY, MINIMIZATION, AND DYNAMICS CALCULATIONS [J].
BROOKS, BR ;
BRUCCOLERI, RE ;
OLAFSON, BD ;
STATES, DJ ;
SWAMINATHAN, S ;
KARPLUS, M .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 1983, 4 (02) :187-217
[9]   Canonical sampling through velocity rescaling [J].
Bussi, Giovanni ;
Donadio, Davide ;
Parrinello, Michele .
JOURNAL OF CHEMICAL PHYSICS, 2007, 126 (01)
[10]   Mechanical and chemical unfolding of a single protein: A comparison [J].
Carrion-Vazquez, M ;
Oberhauser, AF ;
Fowler, SB ;
Marszalek, PE ;
Broedel, SE ;
Clarke, J ;
Fernandez, JM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1999, 96 (07) :3694-3699