Investigation of alpha-glucosidase inhibition activity of Artabotrys sumatranus leaf extract using metabolomics, machine learning and molecular docking analysis

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Detalles Bibliográficos
Publicado en:	PLoS One vol. 20, no. 1 (Jan 2025), p. e0313592
Autor principal:	Dela Rosa
Otros Autores:	Elya, Berna, Hanafi, Muhammad, Khatib, Alfi, Budiarto, Eka, Syamsu Nur, Muhammad Imam Surya
Publicado:	Public Library of Science
Materias:	United States > US Correlation analysis Receptors Binding Bioassays Mortality Samples Scientific imaging Machine learning Chromatography Prediction models Oxidative stress Statistical analysis Antioxidants Fractionation Molecular docking American dollar Multivariate analysis Statistical methods Multivariate statistical analysis Leaves α-Glucosidase Plant extracts Insulin resistance Diabetes Hyperglycemia Glucosidase Discriminant analysis Disease Nuclear magnetic resonance > NMR Metabolomics Drug development Research & development > R&D Statistical models Learning algorithms Ethanol Mass spectrometry Performance assessment Biosynthesis Metabolic disorders Inhibitors Hypertension Diabetes mellitus Antimicrobial agents Permutations Predictions Natural products Metabolites Artabotrys Social
Acceso en línea:	Citation/Abstract Full Text Full Text - PDF
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