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疾病相关 CAZymes 功能的计算建模。

In silico modelling of the function of disease-related CAZymes.

机构信息

Departament de Química Inorgànica i Orgànica (Secció de Química Orgànica) & Institut de Química Teòrica i Computacional (IQTCUB), Universitat de Barcelona, 08028 Barcelona, Spain.

Institució Catalana de Recerca i Estudis Avançats (ICREA), 08020 Barcelona, Spain.

出版信息

Essays Biochem. 2023 Apr 18;67(3):355-372. doi: 10.1042/EBC20220218.

Abstract

In silico modelling of proteins comprises a diversity of computational tools aimed to obtain structural, electronic, and/or dynamic information about these biomolecules, capturing mechanistic details that are challenging to experimental approaches, such as elusive enzyme-substrate complexes, short-lived intermediates, and reaction transition states (TS). The present article gives the reader insight on the use of in silico modelling techniques to understand complex catalytic reaction mechanisms of carbohydrate-active enzymes (CAZymes), along with the underlying theory and concepts that are important in this field. We start by introducing the significance of carbohydrates in nature and the enzymes that process them, CAZymes, highlighting the conformational flexibility of their carbohydrate substrates. Three commonly used in silico methods (classical molecular dynamics (MD), hybrid quantum mechanics/molecular mechanics (QM/MM), and enhanced sampling techniques) are described for nonexpert readers. Finally, we provide three examples of the application of these methods to unravel the catalytic mechanisms of three disease-related CAZymes: β-galactocerebrosidase (GALC), responsible for Krabbe disease; α-mannoside β-1,6-N-acetylglucosaminyltransferase V (MGAT5), involved in cancer; and O-fucosyltransferase 1 (POFUT1), involved in several human diseases such as leukemia and the Dowling-Degos disease.

摘要

蛋白质的计算机模拟包括各种计算工具,旨在获得这些生物分子的结构、电子和/或动力学信息,捕捉难以通过实验方法获得的机制细节,例如难以捉摸的酶-底物复合物、短暂存在的中间产物和反应过渡态(TS)。本文使读者深入了解使用计算机模拟技术来理解碳水化合物活性酶(CAZymes)的复杂催化反应机制,以及该领域中重要的基础理论和概念。我们首先介绍了碳水化合物在自然界中的重要性以及处理它们的酶——CAZymes,强调了其碳水化合物底物的构象灵活性。为非专业读者描述了三种常用的计算机模拟方法(经典分子动力学(MD)、混合量子力学/分子力学(QM/MM)和增强采样技术)。最后,我们提供了这三种方法在揭示三种与疾病相关的 CAZymes 的催化机制中的应用示例:β-半乳糖脑苷脂酶(GALC),负责 Krabbe 病;α-甘露糖苷β-1,6-N-乙酰氨基葡萄糖基转移酶 V(MGAT5),参与癌症;和 O-岩藻糖基转移酶 1(POFUT1),涉及多种人类疾病,如白血病和 Degos 病。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/affa/10154626/d8d5078ed1dd/ebc-67-ebc20220218-g1.jpg

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