{"title":"Total synthesis of twenty-five picrotoxanes by virtual library selection","authors":"Chunyu Li, Ryan A. Shenvi","doi":"10.1038/s41586-024-08538-y","DOIUrl":null,"url":null,"abstract":"<p>The synthesis of a complex molecule begins from an initial design stage<sup>1</sup><sup>,2,3,4</sup> in which possible routes are triaged by strategy and feasibility, based on analogy to similar reactions.<sup>2,3</sup> However, as molecular complexity increases, predictability decreases;<sup>5</sup> inevitably, even experienced chemists resort to trial-and-error to identify viable intermediates en route to the target molecule. We encountered such a problem in the synthesis of picrotoxane sesquiterpenes in which pattern recognition methods anticipated success, but small variations in structure led to failure. To solve this problem but avoid tedious guess-and-check experimentation, we built a virtual library of elusive late-stage intermediate analogs that were triaged by reactivity and altered the synthesis pathway. The efficiency of this method led to concise routes to twenty-five naturally-occurring picrotoxanes. Costly DFT transition state calculations were replaced with faster reactant parameterizations to increase scalability and, in this case, inform mechanism. This approach served as an add-on search to human or computer-assisted synthesis planning (CASP) applicable to high complexity targets and/or steps with little representation in the literature or reaction databases.</p>","PeriodicalId":18787,"journal":{"name":"Nature","volume":"140 1","pages":""},"PeriodicalIF":50.5000,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.1038/s41586-024-08538-y","RegionNum":1,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
The synthesis of a complex molecule begins from an initial design stage1,2,3,4 in which possible routes are triaged by strategy and feasibility, based on analogy to similar reactions.2,3 However, as molecular complexity increases, predictability decreases;5 inevitably, even experienced chemists resort to trial-and-error to identify viable intermediates en route to the target molecule. We encountered such a problem in the synthesis of picrotoxane sesquiterpenes in which pattern recognition methods anticipated success, but small variations in structure led to failure. To solve this problem but avoid tedious guess-and-check experimentation, we built a virtual library of elusive late-stage intermediate analogs that were triaged by reactivity and altered the synthesis pathway. The efficiency of this method led to concise routes to twenty-five naturally-occurring picrotoxanes. Costly DFT transition state calculations were replaced with faster reactant parameterizations to increase scalability and, in this case, inform mechanism. This approach served as an add-on search to human or computer-assisted synthesis planning (CASP) applicable to high complexity targets and/or steps with little representation in the literature or reaction databases.
期刊介绍:
Nature is a prestigious international journal that publishes peer-reviewed research in various scientific and technological fields. The selection of articles is based on criteria such as originality, importance, interdisciplinary relevance, timeliness, accessibility, elegance, and surprising conclusions. In addition to showcasing significant scientific advances, Nature delivers rapid, authoritative, insightful news, and interpretation of current and upcoming trends impacting science, scientists, and the broader public. The journal serves a dual purpose: firstly, to promptly share noteworthy scientific advances and foster discussions among scientists, and secondly, to ensure the swift dissemination of scientific results globally, emphasizing their significance for knowledge, culture, and daily life.