1H NMR-Based Metabolomics and Machine Learning Reveal Candidate Metabolic Markers Associated with Coffea arabica Genealogical Groups. (PubMed, Foods) - Jul 29, 2026 - "VIP scores and loadings identified discriminant metabolites for each group: lipids, amino acids, and organic acids for Bourbon; amino acids and organic acids for Mundo Novo; and chlorogenic acids for Timor Hybrid. These results highlight the potential of 1H NMR metabolomics as a complementary tool for varietal discrimination and support for breeding programs."
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Denis H S Nadaleti; Gladyston R Carvalho; Marcelo R Malta
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