A molecular representation system with a common reference frame for analyzing triterpenoid structural diversity.

IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Nicole Babineau, Le Thanh Dien Nguyen, Davis Mathieu, Clint McCue, Nicholas Schlecht, Taylor Abrahamson, Björn Hamberger, Lucas Busta
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引用次数: 0

Abstract

Researchers have uncovered hundreds of thousands of natural products, many of which contribute to medicine, materials, and agriculture. However, missing knowledge of the biosynthetic pathways to these products hinders their expanded use. Nucleotide sequencing is key in pathway elucidation efforts, and analyses of natural products' molecular structures, though seldom discussed explicitly, also play an important role by suggesting hypothetical pathways for testing. Structural analyses are also important in drug discovery, where many molecular representation systems - methods of representing molecular structures in a computer-friendly format - have been developed. Unfortunately, pathway elucidation investigations seldom use these representation systems. This gap is likely because those systems are primarily built to document molecular connectivity and topology, rather than the absolute positions of bonds and atoms in a common reference frame, the latter of which enables chemical structures to be connected with potential underlying biosynthetic steps. Here, we expand on recently developed skeleton-based molecular representation systems by implementing common reference frame-oriented system. We tested this system using triterpenoid structures as a case study and explored the system's applications in biosynthesis and structural diversity tasks. The common reference frame system can identify structural regions of high or low variability on the scale of atoms and bonds and enable hierarchical clustering that is closely connected to underlying biosynthesis. Combined with phylogenetic distribution information, the system illuminates distinct sources of structural variability, such as different enzyme families operating in the same pathway. These characteristics outline the potential of common reference frame molecular representation systems to support large-scale pathway elucidation efforts.

一个具有共同参考框架的分子表示系统,用于分析三萜结构的多样性。
研究人员已经发现了成千上万的天然产物,其中许多有助于医学,材料和农业。然而,缺乏这些产品的生物合成途径的知识阻碍了它们的扩大使用。核苷酸测序是途径阐明工作的关键,天然产物分子结构的分析虽然很少被明确讨论,但也通过提出假设的测试途径发挥重要作用。结构分析在药物发现中也很重要,已经开发了许多分子表示系统——用计算机友好的格式表示分子结构的方法。不幸的是,通路阐明研究很少使用这些表征系统。这种差距很可能是因为这些系统主要是为了记录分子的连通性和拓扑结构,而不是在一个共同的参考框架中记录键和原子的绝对位置,后者使化学结构能够与潜在的潜在生物合成步骤联系起来。在这里,我们扩展了最近开发的骨架为基础的分子表示系统通过实现共同的参考框架为导向的系统。我们以三萜结构为例对该系统进行了测试,并探索了该系统在生物合成和结构多样性任务中的应用。共同参考框架系统可以在原子和键的尺度上识别高或低变异性的结构区域,并使与潜在生物合成密切相关的分层聚类成为可能。结合系统发育分布信息,该系统阐明了结构变异性的不同来源,例如不同的酶家族在同一途径中运作。这些特征概述了共同参考框架分子表示系统支持大规模途径阐明工作的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Plant Communications
Plant Communications Agricultural and Biological Sciences-Plant Science
CiteScore
15.70
自引率
5.70%
发文量
105
审稿时长
6 weeks
期刊介绍: Plant Communications is an open access publishing platform that supports the global plant science community. It publishes original research, review articles, technical advances, and research resources in various areas of plant sciences. The scope of topics includes evolution, ecology, physiology, biochemistry, development, reproduction, metabolism, molecular and cellular biology, genetics, genomics, environmental interactions, biotechnology, breeding of higher and lower plants, and their interactions with other organisms. The goal of Plant Communications is to provide a high-quality platform for the dissemination of plant science research.
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