Marine College, Shandong University, Weihai, Shandong 264209, China.
Monash Biomedicine Discovery Institute, Infection Program and Department of Microbiology, Monash University, Clayton, Victoria 3800, Australia.
Int J Biol Macromol. 2024 Jul;273(Pt 2):132685. doi: 10.1016/j.ijbiomac.2024.132685. Epub 2024 May 30.
To overcome the trade-off challenge encountered in the engineering of alginate lyase AlyG2 from Seonamhaeicola algicola Gy8 and to expand its potential industrial applications, we devised a two-step strategy encompassing activity enhancement followed by thermal stability engineering. To enhance the specific activity of efficient AlyG2, we strategically substituted residues with bulky steric hindrance proximal to the active pocket with glycine or alanine. This led to the generation of three promising positive mutants, with particular emphasis on the T91S mutant, exhibiting a 1.91-fold specific activity compared to the wild type. To mitigate the poor thermal stability of T91S, mutants with negative ΔΔG values in the thermal flexibility region were screened out. Notably, the S72Y mutant not only displayed 17.96 % further increase in specific activity but also exhibited improved stability compared to T91S, manifesting as a remarkable 30.97 % increase in relative activity following a 1-hour incubation at 42 °C. Furthermore, enhanced kinetic stability was observed. To gain deeper insights into the mechanism underlying the enhanced thermostability of the S72Y mutant, we conducted molecular dynamics simulations, principal component analysis (PCA), dynamic cross-correlation map (DCCM), and free energy landscape (FEL) analysis. The results unveiled a reduction in the flexibility of the surface loop, a stronger correlation dynamic and a narrower motion subspace in S72Y system, along with the formation of more stable hydrogen bonds. Collectively, our findings suggest amino acids substitutions resulting in smaller side chains proximate to the active site can positively impact enzyme activity, while reducing the flexibility of surface loops emerges as a pivotal factor in conferring thermal stability. These insights offer valuable guidance and a framework for the engineering of other enzyme types.
为了克服从 Seonamhaeicola algicola Gy8 中工程化得到的海藻酸盐裂解酶 AlyG2 所面临的权衡挑战,并拓展其潜在的工业应用,我们设计了一种两步策略,包括活性增强和热稳定性工程。为了提高高效 AlyG2 的比活性,我们通过在靠近活性口袋的位置用空间位阻较大的甘氨酸或丙氨酸替换残基,来策略性地增强其活性。这导致生成了三个有前途的正突变体,特别关注 T91S 突变体,其比野生型的比活性提高了 1.91 倍。为了缓解 T91S 较差的热稳定性,筛选出在热柔性区域具有负 ΔΔG 值的突变体。值得注意的是,S72Y 突变体不仅显示出比野生型进一步提高了 17.96%的比活性,而且与 T91S 相比表现出更好的稳定性,在 42°C 孵育 1 小时后相对活性提高了 30.97%。此外,观察到增强的动力学稳定性。为了深入了解 S72Y 突变体增强热稳定性的机制,我们进行了分子动力学模拟、主成分分析(PCA)、动态互相关图(DCCM)和自由能景观(FEL)分析。结果表明,S72Y 系统表面环的灵活性降低,相关性动态更强,运动子空间更窄,同时形成了更多稳定的氢键。总之,我们的研究结果表明,靠近活性位点的氨基酸取代导致侧链变小,可以积极影响酶活性,而降低表面环的灵活性是赋予热稳定性的关键因素。这些发现为其他酶类型的工程提供了有价值的指导和框架。