Structural Insights into Cold-Active Lipase from Glaciozyma antarctica PI12: Alphafold2 Prediction and Molecular Dynamics Simulation.

IF 2.1 3区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Journal of Molecular Evolution Pub Date : 2024-11-16 DOI:10.1007/s00239-024-10219-3
Adamu Idris Matinja, Nor Hafizah Ahmad Kamarudin, Adam Thean Chor Leow, Siti Nurbaya Oslan, Mohd Shukuri Mohamad Ali
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Abstract

Cold-active enzymes have recently gained popularity because of their high activity at lower temperatures than their mesophilic and thermophilic counterparts, enabling them to withstand harsh reaction conditions and enhance industrial processes. Cold-active lipases are enzymes produced by psychrophiles that live and thrive in extremely cold conditions. Cold-active lipase applications are now growing in the detergency, synthesis of fine chemicals, food processing, bioremediation, and pharmaceutical industries. The cold adaptation mechanisms exhibited by these enzymes are yet to be fully understood. Using phylogenetic analysis, and advanced deep learning-based protein structure prediction tool Alphafold2, we identified an evolutionary processes in which a conserved cold-active-like motif is presence in a distinct subclade of the tree and further predicted and simulated the three-dimensional structure of a putative cold-active lipase with the cold active motif, Glalip03, from Glaciozyma antarctica PI12. Molecular dynamics at low temperatures have revealed global stability over a wide range of temperatures, flexibility, and the ability to cope with changes in water and solvent entropy. Therefore, the knowledge we uncover here will be crucial for future research into how these low-temperature-adapted enzymes maintain their overall flexibility and function at lower temperatures.

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冷活性脂肪酶(Glaciozyma antarctica PI12)的结构洞察:Alphafold2 预测与分子动力学模拟。
冷活性酶近来越来越受欢迎,因为与嗜中和嗜热的酶相比,它们在较低温度下具有较高的活性,使它们能够承受恶劣的反应条件并改进工业流程。冷活性脂肪酶是由在极冷条件下生存和生长的嗜精神生物产生的酶。目前,冷活性脂肪酶在去污、精细化学品合成、食品加工、生物修复和制药行业的应用越来越广泛。这些酶表现出的冷适应机制尚待充分了解。利用系统发育分析和先进的基于深度学习的蛋白质结构预测工具 Alphafold2,我们确定了一个进化过程,在这个过程中,一个保守的类冷活性基团出现在树的一个独特的亚支系中,并进一步预测和模拟了来自 Glaciozyma antarctica PI12 的具有冷活性基团的推定冷活性脂肪酶 Glalip03 的三维结构。低温下的分子动力学研究表明,这种脂肪酶在很宽的温度范围内具有全局稳定性、灵活性以及应对水和溶剂熵变化的能力。因此,我们在此揭示的知识对于今后研究这些适应低温的酶如何在较低温度下保持其整体灵活性和功能至关重要。
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来源期刊
Journal of Molecular Evolution
Journal of Molecular Evolution 生物-进化生物学
CiteScore
5.50
自引率
2.60%
发文量
36
审稿时长
3 months
期刊介绍: Journal of Molecular Evolution covers experimental, computational, and theoretical work aimed at deciphering features of molecular evolution and the processes bearing on these features, from the initial formation of macromolecular systems through their evolution at the molecular level, the co-evolution of their functions in cellular and organismal systems, and their influence on organismal adaptation, speciation, and ecology. Topics addressed include the evolution of informational macromolecules and their relation to more complex levels of biological organization, including populations and taxa, as well as the molecular basis for the evolution of ecological interactions of species and the use of molecular data to infer fundamental processes in evolutionary ecology. This coverage accommodates such subfields as new genome sequences, comparative structural and functional genomics, population genetics, the molecular evolution of development, the evolution of gene regulation and gene interaction networks, and in vitro evolution of DNA and RNA, molecular evolutionary ecology, and the development of methods and theory that enable molecular evolutionary inference, including but not limited to, phylogenetic methods.
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