Grid-based steered thermodynamic integration accelerates the calculation of binding free energies

被引:20
|
作者
Fowler, PW [1 ]
Jha, S [1 ]
Coveney, PV [1 ]
机构
[1] UCL, Christopher Ingold Labs, Dept Chem, Ctr Computat Sci, London WC1H 0AJ, England
关键词
free energy; thermodynamic integration; Grid computing; computational steering; Src homology 2 domains; molecular dynamics;
D O I
10.1098/rsta.2005.1625
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The calculation of binding free energies is important in many condensed matter problems. Although formally exact computational methods have the potential to complement, add to, and even compete with experimental approaches, they are difficult to use and extremely time consuming. We describe a Grid-based approach for the calculation of relative binding free energies, which we call Steered Thermodynamic Integration calculations using Molecular Dynamics (STIMD), and its application to Src homology 2 (SH2) protein cell signalling domains. We show that the time taken to compute free energy differences using thermodynamic integration can be significantly reduced: potentially from weeks or months to days of wall-clock time. To be able to perform such accelerated calculations requires the ability to both run concurrently and control in realtime several parallel simulations on a computational Grid. We describe how the RealityGrid computational steering system, in conjunction with a scalable classical MD code, can be used to dramatically reduce the time to achieve a result. This is necessary to improve the adoption of this technique and further allows more detailed investigations into the accuracy and precision of thermodynamic integration. Initial results for the Src SH2 system are presented and compared to a reported experimental value. Finally, we discuss the significance of our approach.
引用
收藏
页码:1999 / 2015
页数:17
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