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α-淀粉酶的计算设计以提高其在高温下的活性和稳定性。

Computational design of α-amylase from to increase its activity and stability at high temperatures.

作者信息

Fan Shuai, Lü Xudong, Wei Xiyu, Lü Ruijie, Feng Cuiyue, Jin Yuanyuan, Yan Maocai, Yang Zhaoyong

机构信息

Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100050, China.

School of Pharmacy, North China University of Science and Technology, Tangshan 063210, Hebei, China.

出版信息

Comput Struct Biotechnol J. 2024 Feb 13;23:982-989. doi: 10.1016/j.csbj.2024.02.005. eCollection 2024 Dec.

DOI:10.1016/j.csbj.2024.02.005
PMID:38404709
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10883975/
Abstract

The thermostable α-amylase derived from (BLA) has multiple advantages, including enhancing the mass transfer rate and by reducing microbial contamination in starch hydrolysis. Nonetheless, the application of BLA is constrained by the accessibility and stability of enzymes capable of achieving high conversion rates at elevated temperatures. Moreover, the thermotolerance of BLA requires further enhancement. Here, we developed a computational strategy for constructing small and smart mutant libraries to identify variants with enhanced thermostability. Initially, molecular dynamics (MD) simulations were employed to identify the regions with high flexibility. Subsequently, FoldX, a computational design predictor, was used to design mutants by rigidifying highly flexible residues, whereas the simultaneous decrease in folding free energy assisted in improving thermostability. Through the utilization of MD and FoldX, residues K251, T277, N278, K319, and E336, situated at a distance of 5 Å from the catalytic triad, were chosen for mutation. Seventeen mutants were identified and characterized by evaluating enzymatic characteristics and kinetic parameters. The catalytic efficiency of the E271L/N278K mutant reached 184.1 g L s, which is 1.88-fold larger than the corresponding value determined for the WT. Furthermore, the most thermostable mutant, E336S, exhibited a 1.43-fold improvement in half-life at 95 ℃, compared with that of the WT. This study, by combining computational simulation with experimental verification, establishes that potential sites can be computationally predicted to increase the activity and stability of BLA and thus provide a possible strategy by which to guide protein design.

摘要

源自芽孢杆菌属嗜热脂肪芽孢杆菌(BLA)的热稳定α-淀粉酶具有多种优势,包括提高传质速率以及减少淀粉水解过程中的微生物污染。尽管如此,BLA的应用受到能够在高温下实现高转化率的酶的可及性和稳定性的限制。此外,BLA的耐热性还需要进一步提高。在此,我们开发了一种计算策略,用于构建小型且智能的突变体文库,以鉴定具有增强热稳定性的变体。首先,采用分子动力学(MD)模拟来识别具有高柔韧性的区域。随后,利用计算设计预测器FoldX通过使高度柔性的残基刚性化来设计突变体,而折叠自由能的同时降低有助于提高热稳定性。通过MD和FoldX的联合使用,选择了位于距催化三联体5埃处的残基K251、T277、N278、K319和E336进行突变。通过评估酶学特性和动力学参数对17个突变体进行了鉴定和表征。E271L/N278K突变体的催化效率达到184.1 g L s,比野生型(WT)的相应值高1.88倍。此外,最耐热的突变体E336S在95℃下的半衰期比WT提高了1.43倍。本研究通过将计算模拟与实验验证相结合,确定了可以通过计算预测潜在位点来提高BLA的活性和稳定性,从而提供了一种指导蛋白质设计的可能策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ffea/10883975/27fbcc655ee3/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ffea/10883975/ed7d8b8ca1cb/ga1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ffea/10883975/55ed43475ad5/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ffea/10883975/fb7d42568172/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ffea/10883975/27fbcc655ee3/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ffea/10883975/ed7d8b8ca1cb/ga1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ffea/10883975/55ed43475ad5/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ffea/10883975/fb7d42568172/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ffea/10883975/27fbcc655ee3/gr3.jpg

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