Application of the metabolomics approach to the discovery of active compounds from Brazilian trees against resistant human melanoma cells

Introduction The chemical diversity of plants plays an essential role in the development of new drugs. However, new bioactive compound identification and isolation are challenging due to the complexity and time‐consuming nature of the traditional process. Recently, alternative strategies have become popular, such as the statistical approach to correlate compounds with biological activities, overcoming bottlenecks in bioactive natural product research. Objective We aimed to determine bioactive compounds against resistant human melanoma cells from leaves of Aspidosperma subincanum, Copaifera langsdorffii, Coussarea hydrangeifolia, Guarea guidonea and Tapirira guianensis, using a metabolomics approach. Material and Methods The extracts and fractions were obtained by accelerated solvent extraction (ASE) and tested against resistant melanoma cells SK‐MEL‐28 and SK‐MEL‐103. Chemical analysis was performed by high‐performance diode array detector tandem mass spectrometry (HPLC‐DAD‐MS/MS). Chemical and biological data were analysed through univariate and multivariate analysis. Results The species present high chemical diversity, including indole alkaloids, glycosylated flavonoids, galloylquinic acid derivatives, cinnamic acid derivatives, and terpenes. The ASE fractionation separated the compounds according to the physicochemical properties; only C. langsdorffii and T. guianensis extracts were active. Both results from the chemical profile and the biological assay were treated using a metabolomics approach to identify the contribution of different classes of secondary metabolites in the viability of human melanoma cells. The analyses showed the metabolites from C. langsdorffii and T. guianensis, such as polyphenols and terpenes, were the main compounds correlated with the biological response. Conclusion These findings afford alternative pathways that are trustworthy and less time‐consuming to identify new bioactive compounds against multidrug‐resistant human melanoma cells. We determined bioactive compounds against resistant human melanoma SK‐MEL‐28 and SK‐MEL‐103 cells from Aspidosperma subincanum, Copaifera langsdorffii, Coussarea hydrangeifolia, Guarea guidonea, and Tapirira guianensis, using ASE, HPLC‐DAD‐MS/MS, and metabolomics. The species have alkaloids, glycosylated flavonoids, galloylquinic acid derivatives, cinnamic acid derivatives, and terpenes. C. langsdorffii and T. guianensis were active; metabolomics identifies polyphenols and terpenes as the main