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运用碎片分子轨道法研究蛋白质-蛋白质相互作用。

Characterizing Protein-Protein Interactions with the Fragment Molecular Orbital Method.

机构信息

Evotec (UK) Ltd., Abingdon, Oxfordshire, UK.

Institute of Chemistry, Centre for Glycomics, Slovak Academy of Sciences, Bratislava, Slovakia.

出版信息

Methods Mol Biol. 2020;2114:187-205. doi: 10.1007/978-1-0716-0282-9_13.

Abstract

Proteins are vital components of living systems, serving as building blocks, molecular machines, enzymes, receptors, ion channels, sensors, and transporters. Protein-protein interactions (PPIs) are a key part of their function. There are more than 645,000 reported disease-relevant PPIs in the human interactome, but drugs have been developed for only 2% of these targets. The advances in PPI-focused drug discovery are highly dependent on the availability of structural data and accurate computational tools for analysis of this data. Quantum mechanical approaches are often too expensive computationally, but the fragment molecular orbital (FMO) method offers an excellent solution that combines accuracy, speed and the ability to reveal key interactions that would otherwise be hard to detect. FMO provides essential information for PPI drug discovery, namely, identification of key interactions formed between residues of two proteins, including their strength (in kcal/mol) and their chemical nature (electrostatic or hydrophobic). In this chapter, we have demonstrated how three different FMO-based approaches (pair interaction energy analysis (PIE analysis), subsystem analysis (SA) and analysis of protein residue networks (PRNs)) have been applied to study PPI in three protein-protein complexes.

摘要

蛋白质是生命系统的重要组成部分,它们充当着构建块、分子机器、酶、受体、离子通道、传感器和转运体的角色。蛋白质-蛋白质相互作用(PPIs)是其功能的关键部分。在人类相互作用组中,有超过 645,000 个报告的与疾病相关的 PPIs,但只有 2%的这些靶点被开发出了药物。PPI 为重点的药物发现的进展高度依赖于结构数据的可用性和用于分析这些数据的准确计算工具。量子力学方法在计算上通常过于昂贵,但片段分子轨道(FMO)方法提供了一个极好的解决方案,它结合了准确性、速度和揭示关键相互作用的能力,否则这些相互作用很难被发现。FMO 为 PPI 药物发现提供了重要信息,即确定两个蛋白质残基之间形成的关键相互作用,包括它们的强度(以千卡/摩尔为单位)和它们的化学性质(静电或疏水)。在本章中,我们展示了如何将三种不同的基于 FMO 的方法(对相互作用能分析(PIE 分析)、子系统分析(SA)和蛋白质残基网络分析(PRNs))应用于研究三个蛋白质-蛋白质复合物中的 PPI。

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