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

نویسندگان

  • Philip W Fowler
  • Shantenu Jha
  • Peter V Coveney
چکیده

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.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Exact calculation of peptide-protein binding energies by steered thermodynamic integration using high performance computing grids

We describe a grid-based method to dramatically accelerate from weeks to under 48 hours the calculation of differences in binding free energy and its application to Src homology 2 (SH2) protein cell signalling domains. The method of calculation, thermodynamic integration, is briefly outlined and we indicate how the calculation process works from the perspective of an application scientist using...

متن کامل

Melting Free Energies of DNA Duplexes with oxidized Base Residues and Abasic sites: A Molecular Dynamics Characterization

Ionizing radiation alters DNA strands and mainly creates multiply damaged sites (MDS), e.g. two or more damaged sites within one or two turns of the DNA (10 to 20 base pairs). The thermodynamic behavior of DNA duplexes vary due to the altered stability induced by these lesions. In this work, we used the unrestrained molecular dynamics and thermodynamic integration free energy calculation method...

متن کامل

Prediction and Calculation of Protein–protein Binding Affinities and Mutation Effects

This chapter reviews the most popular theoretical methods to compute changes in protein–protein binding affinities and relative free energies due to substitution of amino acid residues. It includes techniques for computing free energy changes associated with alchemical mutations, like free energy perturbation or thermodynamic integration, as well as more approximate methods such as the linear i...

متن کامل

Rapid and accurate calculation of relative binding affinities for the SH2 domain using a computational grid

We describe and apply a method that reduces the time taken to calculate a single binding free energy using thermodynamic integration. This method uses a stack of grid software which we call STIMD that allows the scientist to easily distribute the necessary simulations around a computational grid (or on a high performance computer) thereby accelerating the process. We use this method to study ho...

متن کامل

Rapid, Accurate, and Precise Calculation of Relative Binding Affinities for the SH2 Domain Using a Computational Grid.

We describe and apply a method that reduces the time taken to calculate binding free energies using thermodynamic integration. This method uses a stack of grid software, which we call STIMD, that allows the scientist to easily distribute the necessary simulations around a computational grid thereby accelerating the process. We use this method to study how a series of phosphopeptides binds to th...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • Philosophical transactions. Series A, Mathematical, physical, and engineering sciences

دوره 363 1833  شماره 

صفحات  -

تاریخ انتشار 2005