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结合活性分析与高级注释以加速发现针对黑色素瘤致癌信号的天然产物。

Combining Activity Profiling with Advanced Annotation to Accelerate the Discovery of Natural Products Targeting Oncogenic Signaling in Melanoma.

机构信息

Division of Pharmaceutical Biology, Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland.

School of Pharmaceutical Sciences, University of Geneva, CMU - Rue Michel-Servet 1, CH-1211 Geneva 4, Switzerland.

出版信息

J Nat Prod. 2022 Jun 24;85(6):1540-1554. doi: 10.1021/acs.jnatprod.2c00146. Epub 2022 May 31.

Abstract

The discovery of bioactive natural products remains a time-consuming and challenging task. The ability to link high-confidence metabolite annotations in crude extracts with activity would be highly beneficial to the drug discovery process. To address this challenge, HPLC-based activity profiling and advanced UHPLC-HRMS/MS metabolite profiling for annotation were combined to leverage the information obtained from both approaches on a crude extract scaled down to the submilligram level. This strategy was applied to a subset of an extract library screening aiming to identify natural products inhibiting oncogenic signaling in melanoma. Advanced annotation and data organization enabled the identification of compounds that were likely responsible for the activity in the extracts. These compounds belonged to two different natural product scaffolds, namely, brevipolides from a extract and methoxylated flavonoids identified in three different extracts of and spp. Targeted isolation of these prioritized compounds led to five brevipolides and seven methoxylated flavonoids. Brevipolide A () and 6-methoxytricin () were the most potent compounds from each chemical class and displayed AKT activity inhibition with an IC of 17.6 ± 1.6 and 4.9 ± 0.2 μM, respectively.

摘要

生物活性天然产物的发现仍然是一项耗时且具有挑战性的任务。能够将粗提物中高可信度代谢物注释与活性联系起来,将对药物发现过程非常有益。为了应对这一挑战,结合基于 HPLC 的活性分析和先进的 UHPLC-HRMS/MS 代谢物分析进行注释,利用两种方法在亚毫克级别的粗提物上获得的信息。该策略应用于提取物库筛选的子集,旨在鉴定抑制黑色素瘤致癌信号的天然产物。先进的注释和数据组织使能够鉴定出可能是提取物中活性物质的化合物。这些化合物属于两种不同的天然产物支架,即来自 提取物的 brevipolides 和在 和 spp 的三种不同提取物中鉴定出的甲氧基化类黄酮。对这些优先化合物进行靶向分离,得到了五个 brevipolides 和七个 methoxylated flavonoids。brevipolide A () 和 6-methoxytricin () 是每个化学类别的最有效化合物,分别显示 AKT 活性抑制,IC 为 17.6 ± 1.6 和 4.9 ± 0.2 μM。

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