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利用计算机模拟策略改变α-淀粉酶对正烷烃的催化偏好,以达到生物修复的目的。

Modifying the catalytic preference of alpha-amylase toward n-alkanes for bioremediation purposes using in silico strategies.

机构信息

Center of Biotechnology, Federal University of Rio Grande do Sul, Porto Alegre, Brazil.

Department of Genetics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil.

出版信息

J Comput Chem. 2021 Aug 15;42(22):1540-1551. doi: 10.1002/jcc.26562. Epub 2021 May 20.

Abstract

Since the beginning of oil exploration, whole ecosystems have been affected by accidents and bad practices involving petroleum compounds. In this sense, bioremediation stands out as the cheapest and most eco-friendly alternatives to reverse the damage done in oil-impacted areas. However, more efforts must be made to engineer enzymes that could be used in the bioremediation process. Interestingly, a recent work described that α-amylase, one of the most evolutionary conserved enzymes, was able to promiscuously degrade n-alkanes, a class of molecules abundant in the petroleum admixture. Considering that α-amylase is expressed in almost all known organisms, and employed in numerous biotechnological processes, using it can be a great leap toward more efficient applications of enzyme or microorganism-consortia bioremediation approaches. In this work, we employed a strict computational approach to design new α-amylase mutants with potentially enhanced catalytic efficiency toward n-alkanes. Using in silico techniques, such as molecular docking, molecular dynamics, metadynamics, and residue-residue interaction networks, we generated mutants potentially more efficient for degrading n-alkanes, L183Y, and N314A. Our results indicate that the new mutants have an increased binding rate for tetradecane, the longest n-alkane previously tested, which can reside in the catalytic center for more extended periods. Additionally, molecular dynamics and network analysis showed that the new mutations have no negative impact on protein structure than the WT. Our results aid in solidifying this enzyme as one more tool in the petroleum bioremediation toolbox.

摘要

自石油勘探开始以来,整个生态系统都受到了涉及石油化合物的事故和不良实践的影响。在这种情况下,生物修复作为一种最便宜、最环保的替代方法,能够逆转受石油影响地区的损害。然而,还需要做出更多的努力来设计可用于生物修复过程的酶。有趣的是,最近的一项工作描述了一种α-淀粉酶,作为最具进化保守性的酶之一,能够随机降解正烷烃,这是石油混合物中丰富的一类分子。考虑到α-淀粉酶几乎在所有已知的生物体中都有表达,并被广泛应用于生物技术过程中,使用它可以极大地促进酶或微生物协同生物修复方法的更有效应用。在这项工作中,我们采用了严格的计算方法来设计具有潜在增强的正烷烃催化效率的新型α-淀粉酶突变体。我们利用分子对接、分子动力学、元动力学和残基-残基相互作用网络等计算技术,生成了可能更有效地降解正烷烃的 L183Y 和 N314A 突变体。我们的结果表明,新的突变体对十四烷(以前测试过的最长正烷烃)的结合速率增加,这可以使其在催化中心停留更长的时间。此外,分子动力学和网络分析表明,与野生型相比,新的突变对蛋白质结构没有负面影响。我们的研究结果有助于巩固这种酶作为石油生物修复工具箱中的另一种工具。

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