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用 Amber 一致原子力场平衡模拟精度和效率。

Balancing simulation accuracy and efficiency with the Amber united atom force field.

机构信息

Department of Molecular Biology and Biochemistry, University of California, Irvine, California 92697-3900, USA.

出版信息

J Phys Chem B. 2010 Mar 4;114(8):2886-93. doi: 10.1021/jp906701s.

Abstract

We have analyzed the quality of a recently proposed Amber united-atom model and its overall efficiency in ab initio folding and thermodynamic sampling of two stable beta-hairpins. It is found that the mean backbone structures are quite consistent between the simulations in the united-atom and its corresponding all-atom models in Amber. More importantly, the simulated beta turns are also consistent between the two models. Finally, the chemical shifts on H alpha are highly consistent between simulations in the two models, although the simulated chemical shifts are lower than experiment, indicating less structured peptides, probably due to the omission of the hydrophobic term in the simulations. More interestingly, the stabilities of both beta-hairpins at room temperature are similar to those derived from the NMR measurement, whether the united-atom or the all-atom model is used. Detailed analysis shows high percentages of backbone torsion angles within the beta region and high percentages of native contacts. Given the reasonable quality of the united-atom model with respect to experimental data, we have further studied the simulation efficiency of the united-atom model over the all-atom model. Our data shows that the united-atom model is a factor of 6-8 faster than the all-atom model as measured with the ab initio first pass folding time for the two tested beta-hairpins. Detailed structural analysis shows that all ab initio folded trajectories enter the native basin, whether the united-atom model or the all-atom model is used. Finally, we have also studied the simulation efficiency of the united-atom model as measured in terms of how fast thermodynamic convergence can be achieved. It is apparent that the united-atom simulations reach convergence faster than the all-atom simulations with respect to both mean potential energies and mean native contacts. These findings show that the efficiency of the united-atom model is clearly beyond the per-step dynamics simulation of about 2 over the all-atom model. Thus, reasonable reduction of a protein model can be achieved with improved sampling efficiency while still preserving a high level of accuracy for applications in both ab initio folding and thermodynamic sampling. This study motivates us to develop more simplified protein models with sufficient consistency with the all-atom models for enhanced conformational sampling.

摘要

我们分析了最近提出的 Amber 一致原子模型的质量及其在从头折叠和热力学采样两个稳定β发夹中的整体效率。结果发现,在联合原子和 Amber 中相应的全原子模型的模拟中,平均骨架结构非常一致。更重要的是,两种模型模拟的β转角也一致。最后,两种模型模拟的 Hα化学位移高度一致,尽管模拟的化学位移低于实验值,表明肽结构较少,可能是由于模拟中省略了疏水项。更有趣的是,无论使用一致原子模型还是全原子模型,两个β发夹在室温下的稳定性与从 NMR 测量中得出的稳定性相似。详细分析表明,β区的骨架扭转角百分比高,天然接触百分比高。鉴于一致原子模型在实验数据方面的合理质量,我们进一步研究了一致原子模型相对于全原子模型的模拟效率。我们的数据表明,对于所测试的两个β发夹,与从头折叠的首次通过折叠时间相比,一致原子模型的速度比全原子模型快 6-8 倍。详细的结构分析表明,无论使用一致原子模型还是全原子模型,所有从头折叠的轨迹都进入了天然盆地。最后,我们还研究了一致原子模型在热力学收敛速度方面的模拟效率。显然,与全原子模拟相比,一致原子模拟在平均势能和平均天然接触方面更快达到收敛。这些发现表明,与全原子模拟相比,一致原子模拟的效率明显超过了大约 2 的每步动力学模拟。因此,通过提高采样效率,可以合理地减少蛋白质模型,同时在从头折叠和热力学采样应用中仍然保持高精度。这项研究促使我们开发具有足够一致性的更简化的蛋白质模型与全原子模型,以增强构象采样。

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