ReaDDyMM: Fast Interacting Particle Reaction-Diffusion Simulations Using Graphical Processing Units

被引:25
作者
Biedermann, Johann [1 ]
Ullrich, Alexander [1 ]
Schoeneberg, Johannes [1 ]
Noe, Frank [1 ]
机构
[1] Free Univ Berlin, Dept Math Comp Sci & Bioinformat, Berlin, Germany
基金
欧洲研究理事会;
关键词
SPACE; DYNAMICS; TIME;
D O I
10.1016/j.bpj.2014.12.025
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
ReaDDy is a modular particle simulation package combining off-lattice reaction kinetics with arbitrary particle interaction forces. Here we present a graphical processing unit implementation of ReaDDy that employs the fast multiplatform molecular dynamics package OpenMM. A speedup of up to two orders of magnitude is demonstrated, giving us access to timescales of multiple seconds on single graphical processing units. This opens up the possibility of simulating cellular signal transduction events while resolving all protein copies.
引用
收藏
页码:457 / 461
页数:5
相关论文
共 9 条
[1]   OpenMM 4: A Reusable, Extensible, Hardware Independent Library for High Performance Molecular Simulation [J].
Eastman, Peter ;
Friedrichs, Mark S. ;
Chodera, John D. ;
Radmer, Randall J. ;
Bruns, Christopher M. ;
Ku, Joy P. ;
Beauchamp, Kyle A. ;
Lane, Thomas J. ;
Wang, Lee-Ping ;
Shukla, Diwakar ;
Tye, Tony ;
Houston, Mike ;
Stich, Timo ;
Klein, Christoph ;
Shirts, Michael R. ;
Pande, Vijay S. .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2013, 9 (01) :461-469
[2]   Accelerating Molecular Dynamic Simulation on Graphics Processing Units [J].
Friedrichs, Mark S. ;
Eastman, Peter ;
Vaidyanathan, Vishal ;
Houston, Mike ;
Legrand, Scott ;
Beberg, Adam L. ;
Ensign, Daniel L. ;
Bruns, Christopher M. ;
Pande, Vijay S. .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 2009, 30 (06) :864-872
[3]   VMD: Visual molecular dynamics [J].
Humphrey, W ;
Dalke, A ;
Schulten, K .
JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 1996, 14 (01) :33-38
[4]   Accommodating space, time and randomness in network simulation [J].
Ridgway, Douglas ;
Broderick, Gordon ;
Ellison, Michael J. .
CURRENT OPINION IN BIOTECHNOLOGY, 2006, 17 (05) :493-498
[5]   Lattice Microbes: High-Performance Stochastic Simulation Method for the Reaction-Diffusion Master Equation [J].
Roberts, Elijah ;
Stone, John E. ;
Luthey-Schulten, Zaida .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 2013, 34 (03) :245-255
[6]   Simulation tools for particle-based reaction-diffusion dynamics in continuous space [J].
Schoeneberg, Johannes ;
Ullrich, Alexander ;
Noe, Frank .
BMC BIOPHYSICS, 2014, 7
[7]   Explicit Spatiotemporal Simulation of Receptor-G Protein Coupling in Rod Cell Disk Membranes [J].
Schoeneberg, Johannes ;
Heck, Martin ;
Hofmann, Klaus Peter ;
Noe, Frank .
BIOPHYSICAL JOURNAL, 2014, 107 (05) :1042-1053
[8]   ReaDDy - A Software for Particle-Based Reaction-Diffusion Dynamics in Crowded Cellular Environments [J].
Schoeneberg, Johannes ;
Noe, Frank .
PLOS ONE, 2013, 8 (09)
[9]   Simulating biochemical networks at the particle level and in time and space: Green's function reaction dynamics [J].
van Zon, JS ;
ten Wolde, PR .
PHYSICAL REVIEW LETTERS, 2005, 94 (12) :1-4