RT Journal Article T1 From ethnomedicine to plant biotechnology and machine learning: the valorization of the medicinal plant Bryophyllum sp. A1 García Pérez, Pascual A1 Lozano Milo, Eva A1 Landín, Mariana A1 Gallego Veigas, Pedro Pablo K1 1203.04 Inteligencia Artificial K1 2417.19 Fisiología Vegetal K1 3302 Tecnología Bioquímica AB The subgenus Bryophyllum includes about 25 plant species native to Madagascar, and is widely used in traditional medicine worldwide. Different formulations from Bryophyllum have been employed for the treatment of several ailments, including infections, gynecological disorders, and chronic diseases, such as diabetes, neurological and neoplastic diseases. Two major families of secondary metabolites have been reported as responsible for these bioactivities: phenolic compounds and bufadienolides. These compounds are found in limited amounts in plants because they are biosynthesized in response to different biotic and abiotic stresses. Therefore, novel approaches should be undertaken with the aim of achieving the phytochemical valorization of Bryophyllum sp., allowing a sustainable production that prevents from a massive exploitation of wild plant resources. This review focuses on the study of phytoconstituents reported on Bryophyllum sp.; the application of plant tissue culture methodology as a reliable tool for the valorization of bioactive compounds; and the application of machine learning technology to model and optimize the full phytochemical potential of Bryophyllum sp. As a result, Bryophyllum species can be considered as a promising source of plant bioactive compounds, with enormous antioxidant and anticancer potential, which could be used for their large-scale biotechnological exploitation in cosmetic, food, and pharmaceutical industries. PB Pharmaceuticals SN 14248247 YR 2020 FD 2020-12-04 LK http://hdl.handle.net/11093/4011 UL http://hdl.handle.net/11093/4011 LA eng NO Pharmaceuticals, 13(12): 444 (2020) NO Xunta de Galicia | Ref. ED431D 2017/18 DS Investigo RD 16-oct-2024