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高通量蛋白质晶体学助力基于天然产物的药物发现。

High-throughput protein crystallography to empower natural product-based drug discovery.

作者信息

Meneghello Raphael, Rustiguel Joane K, de Araújo Evandro Ares, de Felício Rafael, Fernandes Arthur Zanetti N, Ferreira Everton L F, Gubiani Juliana R, Takeda Agnes A S, Araujo Amanda, de Lima Silva Caio C, Bertonha Ariane F, Urano Raquel P M, Trindade Daniel M, Cunha Thiago M, Cardoso Alisson C, Berlinck Roberto G S, Nascimento Andrey F Ziem, Trivella Daniela B B

机构信息

Brazilian Biosciences National Laboratory (LNBio), Brazilian Centre for Research in Energy and Materials (CNPEM), Campinas, SP 13083-970, Brazil.

Brazilian Synchrotron Light Source National Laboratory (LNLS), Brazilian Centre for Research in Energy and Materials (CNPEM), Campinas, SP 13083-970, Brazil.

出版信息

Acta Crystallogr F Struct Biol Commun. 2025 May 1;81(Pt 5):179-192. doi: 10.1107/S2053230X25001542. Epub 2025 Apr 16.

DOI:10.1107/S2053230X25001542
PMID:40237633
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12035556/
Abstract

Nature is a rich and largely untapped reservoir of small molecules, the latter historically being the main source of new drugs. Three-dimensional structures of proteins in complex with small-molecule ligands represent key information to progress drug-discovery projects, in particular in the hit-to-lead phase. High-throughput crystallography has been of extensive use in recent years, especially to obtain crystallographic complexes of synthetic ligands and fragments. However, the process of discovering novel bioactive natural products has experienced limitations that have long prevented large drug-discovery programs using this outstanding source of molecules. Recent technologies have contributed to the re-emergence of natural products in modern drug discovery. We present the use of high-throughput protein crystallography to directly capture bioactive natural products from unpurified biota chemical samples using protein crystals. These routines, which are currently in use at the Brazilian Centre for Research in Energy and Materials (CNPEM), are introduced with a description of crystal preparation, automated data collection and processing at the MANACÁ beamline (Sirius, LNLS, CNPEM), along with case examples of bioactive natural product capture using protein crystals. The usefulness of this pipeline, which accelerates the discovery and structural elucidation of both known and previously unknown bioactive natural products, paves the way for the development of innovative therapeutic agents, thus contributing to the new era of natural product-based drug discovery.

摘要

自然界是小分子的丰富宝库,且在很大程度上尚未被开发利用,而小分子一直以来都是新药的主要来源。蛋白质与小分子配体复合物的三维结构是推进药物研发项目的关键信息,尤其是在从活性分子到先导化合物的阶段。近年来,高通量晶体学得到了广泛应用,特别是用于获取合成配体和片段的晶体学复合物。然而,发现新型生物活性天然产物的过程存在一些局限性,长期以来阻碍了利用这一出色分子来源开展大型药物研发项目。近期的技术推动了天然产物在现代药物研发中的再度兴起。我们展示了利用高通量蛋白质晶体学,通过蛋白质晶体直接从未纯化的生物群化学样品中捕获生物活性天然产物。本文介绍了目前巴西能源和材料研究中心(CNPEM)所使用的这些方法,包括在MANACÁ光束线(天狼星,巴西国家同步辐射实验室,CNPEM)进行晶体制备、自动数据收集和处理的过程,以及使用蛋白质晶体捕获生物活性天然产物的实例。这条流程加快了已知和此前未知的生物活性天然产物的发现及结构解析,为创新治疗药物的开发铺平了道路,从而为基于天然产物的药物研发新时代做出了贡献。

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本文引用的文献

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NP MS Workflow: An Open-Source Software System to Empower Natural Product-Based Drug Discovery Using Untargeted Metabolomics.天然产物导向药物发现的非靶向代谢组学的开源软件系统 NP MS 工作流程。
Anal Chem. 2024 May 14;96(19):7460-7469. doi: 10.1021/acs.analchem.3c05829. Epub 2024 May 3.
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Fragment-based screening targeting an open form of the SARS-CoV-2 main protease binding pocket.基于片段的筛选,针对 SARS-CoV-2 主蛋白酶结合口袋的开放形式。
Acta Crystallogr D Struct Biol. 2024 Feb 1;80(Pt 2):123-136. doi: 10.1107/S2059798324000329. Epub 2024 Jan 30.
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Discovery of a structural class of antibiotics with explainable deep learning.发现具有可解释深度学习的抗生素结构类别。
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Discovery of a Potent and Selective Tyrosine Kinase 2 Inhibitor: TAK-279.发现一种有效的、选择性的酪氨酸激酶 2 抑制剂:TAK-279。
J Med Chem. 2023 Aug 10;66(15):10473-10496. doi: 10.1021/acs.jmedchem.3c00600. Epub 2023 Jul 10.
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Computational approaches streamlining drug discovery.计算方法简化药物发现。
Nature. 2023 Apr;616(7958):673-685. doi: 10.1038/s41586-023-05905-z. Epub 2023 Apr 26.
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High-throughput functional annotation of natural products by integrated activity profiling.通过综合活性分析对天然产物进行高通量功能注释。
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