Result: Data on Antioxidants Described by Researchers at Instituto Politecnico de Braganca [Python-based QSAR modeling protocol for antioxidant activity: a case-study using a library of di(hetero)cyclic amines or amides].
Further Information
The article focuses on research conducted at the Instituto Politecnico de Braganca regarding the development of a Quantitative Structure-Activity Relationship (QSAR) model to predict the antioxidant activity of specific compounds. The study outlines a comprehensive methodology using open-source software tools, detailing steps from chemical structure preparation to statistical validation. A case study involving 70 di(hetero)aryl amine and amide compounds resulted in a model with strong statistical performance, indicating its potential for identifying and designing effective antioxidant agents for therapeutic applications. The research provides all relevant files and protocols for replication by other researchers. [Extracted from the article]
Copyright of Drug Week is the property of NewsRx and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)