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Estimating flavonoid oxidation potentials: mechanisms and charge-related regression models

In this paper, I tested our quadratic regression models for the estimation of flavonoid oxidation potentials based on spin populations, the differences in the net atomic charges between a cation and a neutral flavonoid, between a radical and an anion of a flavonoid, and between a radical and a neutr...

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Autor principal: Miličević, Ante
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sciendo 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10291500/
https://www.ncbi.nlm.nih.gov/pubmed/37357878
http://dx.doi.org/10.2478/aiht-2023-74-3721
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author Miličević, Ante
author_facet Miličević, Ante
author_sort Miličević, Ante
collection PubMed
description In this paper, I tested our quadratic regression models for the estimation of flavonoid oxidation potentials based on spin populations, the differences in the net atomic charges between a cation and a neutral flavonoid, between a radical and an anion of a flavonoid, and between a radical and a neutral flavonoid on a larger set of flavonoids (N = 35). By including six new flavonoids (5,6,7-trihydroxyflavone, 3,3’,4’,7-tetrahydroxyflavone, 3,7-dihydroxyflavone, 4’,7-dihydroxyflavone, 4’,5,7-trihydroxyisoflavone, and 6-hydroxyflavone), we created a respectable calibration set of 35 flavonoids with their oxidation potentials all measured at the same conditions by the same experimentalist. The best model was based on the mean values of the three variables using differences in the net atomic charges (R(2) = 0.970, S.E. = 0.043), which are connected with the three different mechanisms of electrochemical oxidation, SET-PT, SPLET, and HAT.
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spelling pubmed-102915002023-06-27 Estimating flavonoid oxidation potentials: mechanisms and charge-related regression models Miličević, Ante Arh Hig Rada Toksikol Original Article In this paper, I tested our quadratic regression models for the estimation of flavonoid oxidation potentials based on spin populations, the differences in the net atomic charges between a cation and a neutral flavonoid, between a radical and an anion of a flavonoid, and between a radical and a neutral flavonoid on a larger set of flavonoids (N = 35). By including six new flavonoids (5,6,7-trihydroxyflavone, 3,3’,4’,7-tetrahydroxyflavone, 3,7-dihydroxyflavone, 4’,7-dihydroxyflavone, 4’,5,7-trihydroxyisoflavone, and 6-hydroxyflavone), we created a respectable calibration set of 35 flavonoids with their oxidation potentials all measured at the same conditions by the same experimentalist. The best model was based on the mean values of the three variables using differences in the net atomic charges (R(2) = 0.970, S.E. = 0.043), which are connected with the three different mechanisms of electrochemical oxidation, SET-PT, SPLET, and HAT. Sciendo 2023-06-26 /pmc/articles/PMC10291500/ /pubmed/37357878 http://dx.doi.org/10.2478/aiht-2023-74-3721 Text en © 2023 Ante Miličević et al., published by Sciendo https://creativecommons.org/licenses/by-nc-nd/3.0/This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
spellingShingle Original Article
Miličević, Ante
Estimating flavonoid oxidation potentials: mechanisms and charge-related regression models
title Estimating flavonoid oxidation potentials: mechanisms and charge-related regression models
title_full Estimating flavonoid oxidation potentials: mechanisms and charge-related regression models
title_fullStr Estimating flavonoid oxidation potentials: mechanisms and charge-related regression models
title_full_unstemmed Estimating flavonoid oxidation potentials: mechanisms and charge-related regression models
title_short Estimating flavonoid oxidation potentials: mechanisms and charge-related regression models
title_sort estimating flavonoid oxidation potentials: mechanisms and charge-related regression models
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10291500/
https://www.ncbi.nlm.nih.gov/pubmed/37357878
http://dx.doi.org/10.2478/aiht-2023-74-3721
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