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

Bioactivity
Charged Aerosol Detector
Metabolomics
Liquid Chromatography-Tandem Mass Spectrometry
Natural Extracts
Natural Products
Metabolite Annotation
Authors
Affiliations

Tanja Hell ORCID Scholia

University of Basel ROR logo Scholia

Adriano Rutz ORCID Scholia

University of Geneva ROR logo Scholia

Lara Dürr ORCID Scholia

University of Basel ROR logo Scholia

Maciej Dobrzyński ORCID Scholia

University of Bern ROR logo Scholia

Jakob K. Reinhardt ORCID Scholia

University of Basel ROR logo Scholia

Timo Lehner ORCID Scholia

University of Basel ROR logo Scholia

Moris Keller ORCID Scholia

University of Basel ROR logo Scholia

Anika John ORCID Scholia

University of Bern ROR logo Scholia

Mahabir Gupta ORCID Scholia

University of Panama ROR logo Scholia

Olivier Pertz ORCID Scholia

University of Bern ROR logo Scholia

Matthias Hamburger ORCID Scholia

University of Basel ROR logo Scholia

Jean-Luc Wolfender ORCID Scholia

University of Geneva ROR logo Scholia

Eliane Garo ORCID Scholia

University of Basel ROR logo Scholia

Published

May 31, 2022

Doi
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 Hyptis brevipes extract and methoxylated flavonoids identified in three different extracts of Hyptis and Artemisia spp. Targeted isolation of these prioritized compounds led to five brevipolides and seven methoxylated flavonoids. Brevipolide A (1) and 6-methoxytricin (9) were the most potent compounds from each chemical class and displayed AKT activity inhibition with an IC50 of 17.6 ± 1.6 and 4.9 ± 0.2 μM, respectively.

References

Hell, Tanja, Adriano Rutz, Lara Dürr, Maciej Dobrzyński, Jakob K. Reinhardt, Timo Lehner, Morris Keller, et al. 2022. “Combining Activity Profiling with Advanced Annotation to Accelerate the Discovery of Natural Products Targeting Oncogenic Signaling in Melanoma.” Journal of Natural Products 85 (6): 1540–54. https://doi.org/10.1021/acs.jnatprod.2c00146.