PHAISTOS: A framework for Markov chain Monte Carlo simulation and inference of protein structure

被引:35
作者
Boomsma, Wouter [1 ,2 ]
Frellsen, Jes [1 ]
Harder, Tim [1 ,3 ]
Bottaro, Sandro [4 ,5 ]
Johansson, Kristoffer E. [1 ]
Tian, Pengfei [6 ]
Stovgaard, Kasper [1 ]
Andreetta, Christian [1 ]
Olsson, Simon [1 ]
Valentin, Jan B. [1 ]
Antonov, Lubomir D. [1 ]
Christensen, Anders S. [7 ]
Borg, Mikael [1 ,8 ]
Jensen, Jan H. [7 ]
Lindorff-Larsen, Kresten [1 ]
Ferkinghoff-Borg, Jesper [5 ]
Hamelryck, Thomas [1 ]
机构
[1] Univ Copenhagen, Dept Biol, DK-2200 Copenhagen, Denmark
[2] Lund Univ, Dept Astron & Theoret Phys, SE-22362 Lund, Sweden
[3] Univ Hamburg, Ctr Bioinformat, D-20146 Hamburg, Germany
[4] Scuola Int Super Studi Avanzati, I-34136 Trieste, Italy
[5] DTU, Dept Biomed Engn, DTU Elektro, DK-2800 Lyngby, Denmark
[6] Univ Copenhagen, Niels Bohr Inst, DK-2100 Copenhagen, Denmark
[7] Univ Copenhagen, Dept Chem, DK-2100 Copenhagen, Denmark
[8] Sci Life Lab, BILS, S-17121 Solna, Sweden
关键词
Markov chain Monte Carlo simulation; protein structure; probabilistic models; local moves; conformational sampling; PROBABILISTIC MODEL; MOLECULAR-MECHANICS; EFFICIENT; ALGORITHMS;
D O I
10.1002/jcc.23292
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
We present a new software framework for Markov chain Monte Carlo sampling for simulation, prediction, and inference of protein structure. The software package contains implementations of recent advances in Monte Carlo methodology, such as efficient local updates and sampling from probabilistic models of local protein structure. These models form a probabilistic alternative to the widely used fragment and rotamer libraries. Combined with an easily extendible software architecture, this makes PHAISTOS well suited for Bayesian inference of protein structure from sequence and/or experimental data. Currently, two force-fields are available within the framework: PROFASI and OPLS-AA/L, the latter including the generalized Born surface area solvent model. A flexible command-line and configuration-file interface allows users quickly to set up simulations with the desired configuration. PHAISTOS is released under the GNU General Public License v3.0. Source code and documentation are freely available from http://phaistos.sourceforge.net. The software is implemented in C++ and has been tested on Linux and OSX platforms. (c) 2013 Wiley Periodicals, Inc.
引用
收藏
页码:1697 / 1705
页数:9
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