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• Evaluation of the antiparasitic activity of a marine natural products library against T. brucei.
• Application of LC-MS molecular networking to discovery bioactive compounds.
• Cyclic and linear peptides were the main classes of metabolites with antiparasitic activity.
• Metabolites from cyanobacteria may be a source of new therapies to treat HAT.
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