Conformational Effects of Mutations and Spherical Confinement in Small Peptides through Hybrid Multi-Population Genetic Algorithms

IF 1.8 4区 工程技术 Q3 POLYMER SCIENCE Macromolecular Theory and Simulations Pub Date : 2022-07-29 DOI:10.1002/mats.202200035
Marcos A Gonzalez-Olvera, Luis Olivares-Quiroz
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Abstract

In this work the role of spherical confinement combined with single and block mutations in small peptides on the onset of specific conformational states is analyzed. An intramolecular potential for the polypeptide chain, composed by a bending term plus a Lennard-Jones type long range potential is proposed. For the intermolecular interaction with the sphere an integrated Lennard-Jones (LJ) type potential is used between monomers and the sphere surface. To compute the set of minima values for the total intra and intermolecular potential a combination of a multi-population genetic algorithm and an hybridized Nelder—Mead simplex algorithm are used, that yield to a larger degree of precision in the prediction of the set of minima potential energy values. To characterize the conformational states of the peptides the gyration tensor, radius of gyration, the asphericity, and the linear anisotropy are computed, and the influence of single-point and block mutations on the most energetically stable conformations are assed. Results suggest that the spherical confinement does have a significant influence of the polymer conformations; and single-point mutations introduced along the chain also have a prominent role on peptide's folded states. This opens up the possibility to targeted-designed peptides with particular and desired properties upon folding.

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基于杂交多群体遗传算法的小肽突变和球形约束的构象效应
在这项工作中,球形约束结合单个和块突变在小肽的特定构象状态的开始分析的作用。提出了多肽链的分子内电位,由弯曲项加Lennard-Jones型远程电位组成。对于分子间与球的相互作用,在单体和球表面之间使用积分的Lennard-Jones (LJ)型势。为了计算分子内和分子间总势的最小值集,使用了多种群遗传算法和杂交Nelder-Mead单纯形算法的组合,这在最小势能值集的预测中产生了更大的精度。为了表征肽的构象状态,计算了旋张量、旋半径、非球面和线性各向异性,并分析了单点和块突变对能量最稳定构象的影响。结果表明,球形约束确实对聚合物构象有显著影响;单点突变对肽的折叠态也有重要影响。这为靶向设计具有特定和期望的折叠特性的肽开辟了可能性。
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来源期刊
Macromolecular Theory and Simulations
Macromolecular Theory and Simulations 工程技术-高分子科学
CiteScore
3.00
自引率
14.30%
发文量
45
审稿时长
2 months
期刊介绍: Macromolecular Theory and Simulations is the only high-quality polymer science journal dedicated exclusively to theory and simulations, covering all aspects from macromolecular theory to advanced computer simulation techniques.
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