Advances in cryo-electron microscopy (cryoEM) for structure-based drug discovery.

IF 6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Expert Opinion on Drug Discovery Pub Date : 2025-01-16 DOI:10.1080/17460441.2025.2450636
Pawel Rubach, Karolina A Majorek, Michal Gucwa, Krzysztof Murzyn, Alexander Wlodawer, Wladek Minor
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Abstract

Introduction: Macromolecular X-ray crystallography (XRC), nuclear magnetic resonance (NMR), and cryo-electron microscopy (cryoEM) are the primary techniques for determining atomic-level, three-dimensional structures of macromolecules essential for drug discovery. With advancements in artificial intelligence (AI) and cryoEM, the Protein Data Bank (PDB) is solidifying its role as a key resource for 3D macromolecular structures. These developments underscore the growing need for enhanced quality metrics and robust validation standards for experimental structures.

Areas covered: This review examines recent advancements in cryoEM for drug discovery, analyzing structure quality metrics, resolution improvements, metal-ligand and water molecule identification, and refinement software. It compares cryoEM with other techniques like XRC and NMR, emphasizing the global expansion of cryoEM facilities and its increasing significance in drug discovery.

Expert opinion: CryoEM is revolutionizing structural biology and drug discovery, particularly for large, complex structures in induced proximity and antibody-antigen interactions. It supports vaccine design, CAR T-cell optimization, gene editing, and gene therapy. Combined with AI, cryoEM enhances particle identification and 3D structure determination. With recent breakthroughs, cryoEM is emerging as a crucial tool in drug discovery, driving the development of new, effective therapies.

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基于结构的药物发现的低温电子显微镜(cryoEM)研究进展。
大分子x射线晶体学(XRC)、核磁共振(NMR)和低温电子显微镜(cryoEM)是确定药物发现所必需的大分子原子水平三维结构的主要技术。随着人工智能(AI)和低温技术的进步,蛋白质数据库(PDB)正在巩固其作为3D大分子结构关键资源的作用。这些发展强调了对实验结构增强质量度量和可靠验证标准的日益增长的需求。涵盖领域:本文综述了低温电子显微镜在药物发现、分析结构质量指标、分辨率改进、金属配体和水分子鉴定以及改进软件方面的最新进展。它将冷冻电镜与其他技术如XRC和NMR进行了比较,强调了冷冻电镜设备的全球扩展及其在药物发现中的日益重要的意义。专家意见:CryoEM正在彻底改变结构生物学和药物发现,特别是在诱导接近和抗体-抗原相互作用的大型复杂结构方面。它支持疫苗设计、CAR - t细胞优化、基因编辑和基因治疗。结合人工智能,cryoEM增强了颗粒识别和三维结构确定。随着最近的突破,低温电子显微镜正在成为药物发现的关键工具,推动新的有效疗法的发展。
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来源期刊
CiteScore
10.20
自引率
1.60%
发文量
78
审稿时长
6-12 weeks
期刊介绍: Expert Opinion on Drug Discovery (ISSN 1746-0441 [print], 1746-045X [electronic]) is a MEDLINE-indexed, peer-reviewed, international journal publishing review articles on novel technologies involved in the drug discovery process, leading to new leads and reduced attrition rates. Each article is structured to incorporate the author’s own expert opinion on the scope for future development. The Editors welcome: Reviews covering chemoinformatics; bioinformatics; assay development; novel screening technologies; in vitro/in vivo models; structure-based drug design; systems biology Drug Case Histories examining the steps involved in the preclinical and clinical development of a particular drug The audience consists of scientists and managers in the healthcare and pharmaceutical industry, academic pharmaceutical scientists and other closely related professionals looking to enhance the success of their drug candidates through optimisation at the preclinical level.
期刊最新文献
The importance of preclinical models for cholangiocarcinoma drug discovery. The continuing importance of chemical intuition for the medicinal chemist in the era of Artificial Intelligence. Advances in cryo-electron microscopy (cryoEM) for structure-based drug discovery. Novel anticancer drug discovery efforts targeting glycosylation: the emergence of fluorinated monosaccharides analogs. The latest progress in assay development in leishmaniasis drug discovery: a review of the available papers on PubMed from the past year.
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