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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Sciendo
2023
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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. |
format | Online Article Text |
id | pubmed-10291500 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Sciendo |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT milicevicante estimatingflavonoidoxidationpotentialsmechanismsandchargerelatedregressionmodels |