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使用不精确势函数对蛋白质折叠进行蒙特卡罗模拟:为了保留能量景观的基本特征,参数必须有多精确?

Monte Carlo simulations of protein folding using inexact potentials: how accurate must parameters be in order to preserve the essential features of the energy landscape?

作者信息

Pereira de Araújo A F, Pochapsky T C

机构信息

Biophysics Program, Brandeis University, Waltham, Massachusetts 02254, USA.

出版信息

Fold Des. 1996;1(4):299-314. doi: 10.1016/S1359-0278(96)00043-0.

Abstract

BACKGROUND

Monte Carlo simulations of the cubic lattice protein model with engineered sequences were performed in order to address the issue of potential accuracy required for folding. The potential used for sequence selection played the role of the 'real' potential and different levels of inaccuracy were introduced by addition of noise.

RESULTS

The dependence of successful folding probability on potential noise was found to be sigmoidal and sequence-specific and can be described by an expression analytically derived from a simple theoretical model in which the density of states of the system contains a continuous region approximated by a Gaussian distribution separated from the unique native conformation by a large energy gap.

CONCLUSIONS

The decrease in folding probability with potential inaccuracy results from an average decrease in the energy gap. Sequences with large energy gaps support larger inaccuracies while retaining the ability to fold properly. As the energy gap is known to correlate with thermal stability, we suggest a simple criterion for specific real sequence selection in order to maximize success probability in realistic folding simulations.

摘要

背景

为了解决折叠所需潜在准确性的问题,对具有工程化序列的立方晶格蛋白质模型进行了蒙特卡罗模拟。用于序列选择的势起到了“真实”势的作用,并且通过添加噪声引入了不同程度的不准确性。

结果

发现成功折叠概率对势噪声的依赖性呈S形且具有序列特异性,并且可以用一个从简单理论模型解析推导出来的表达式来描述,在该模型中,系统的态密度包含一个由高斯分布近似的连续区域,该区域与独特的天然构象由一个大的能隙分隔开。

结论

随着势的不准确性增加,折叠概率降低是由于能隙平均减小所致。具有大能隙的序列在保持正确折叠能力的同时,能够承受更大的不准确性。由于已知能隙与热稳定性相关,我们提出了一个用于特定真实序列选择的简单标准,以便在实际折叠模拟中最大化成功概率。

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