Protein folding: basic statistical physics models and computational multipopulation genetic algorithms.

IF 4.9 Q1 BIOPHYSICS
Biophysical reviews Pub Date : 2025-02-10 eCollection Date: 2025-04-01 DOI:10.1007/s12551-025-01281-2
Luis Olivares-Quiroz, Marcos Angel Gonzalez Olvera
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引用次数: 0

Abstract

In this work, we present a brief and concise review about the main features of protein folding which is one of the central research questions at the interface of physics, molecular biology, and computational sciences. We describe the physical foundations of the protein folding phenomenon itself and how it arises as both a free energy minimization process combined with a hydrophobic collapse of the enzyme molten globule due to inter and intramolecular forces among amino acid residues themselves and water molecules. We cover briefly some basic statistical physics-based models to predict the thermodynamic properties of the protein folding transition. Then, we focus our attention on the implementation of computational algorithms designed to minimize energy functions in polypeptides.

蛋白质折叠:基本统计物理模型和计算多种群遗传算法。
在这项工作中,我们提出了关于蛋白质折叠的主要特征,这是在物理学,分子生物学和计算科学的界面中心研究问题之一简要和简明的综述。我们描述了蛋白质折叠现象本身的物理基础,以及它是如何作为自由能最小化过程结合酶熔融球的疏水崩溃而出现的,这是由于氨基酸残基本身和水分子之间的分子间和分子内作用力。我们简要介绍了一些基本的基于统计物理的模型来预测蛋白质折叠转变的热力学性质。然后,我们将注意力集中在实现旨在最小化多肽能量函数的计算算法上。
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来源期刊
Biophysical reviews
Biophysical reviews Biochemistry, Genetics and Molecular Biology-Biophysics
CiteScore
8.90
自引率
0.00%
发文量
93
期刊介绍: Biophysical Reviews aims to publish critical and timely reviews from key figures in the field of biophysics. The bulk of the reviews that are currently published are from invited authors, but the journal is also open for non-solicited reviews. Interested authors are encouraged to discuss the possibility of contributing a review with the Editor-in-Chief prior to submission. Through publishing reviews on biophysics, the editors of the journal hope to illustrate the great power and potential of physical techniques in the biological sciences, they aim to stimulate the discussion and promote further research and would like to educate and enthuse basic researcher scientists and students of biophysics. Biophysical Reviews covers the entire field of biophysics, generally defined as the science of describing and defining biological phenomenon using the concepts and the techniques of physics. This includes but is not limited by such areas as: - Bioinformatics - Biophysical methods and instrumentation - Medical biophysics - Biosystems - Cell biophysics and organization - Macromolecules: dynamics, structures and interactions - Single molecule biophysics - Membrane biophysics, channels and transportation
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