Machine Learning and In Vitro Chemical Screening of Potential α-Amylase and α-Glucosidase Inhibitors from Thai Indigenous Plants

Machine Learning and In Vitro Chemical Screening of Potential α-Amylase and α-Glucosidase Inhibitors from Thai Indigenous Plants

Diabetes mellitus is a major predisposing factor for cardiovascular disease and mortality. α-Amylase and α-glucosidase enzymes are the rate-limiting steps for carbohydrate digestion. The inhibition of these two enzymes is clinically used for the treatment of diabetes mellitus. Here, in vitro study a...

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Bibliographic Details
Main Authors: Tarapong Srisongkram, Sasisom Waithong, Thaweesak Thitimetharoch, Natthida Weerapreeyakul
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Nutrients
Subjects:
Thai indigenous plants
α-amylase
α-glucosidase
classification analysis
reinforcement learning
machine learning
Online Access:https://www.mdpi.com/2072-6643/14/2/267

Internet

https://www.mdpi.com/2072-6643/14/2/267

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