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Quantitative Studies on Structure-DPPH• Scavenging Activity Relationships of Food Phenolic Acids

Phenolic acids are potent antioxidants, yet the quantitative structure-activity relationships of phenolic acids remain unclear. The purpose of this study was to establish 3D-QSAR models able to predict phenolic acids with high DPPH• scavenging activity and understand their structure-activity relatio...

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Autores principales: Jing, Pu, Zhao, Shu-Juan, Jian, Wen-Jie, Qian, Bing-Jun, Dong, Ying, Pang, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6268218/
https://www.ncbi.nlm.nih.gov/pubmed/23117431
http://dx.doi.org/10.3390/molecules171112910
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author Jing, Pu
Zhao, Shu-Juan
Jian, Wen-Jie
Qian, Bing-Jun
Dong, Ying
Pang, Jie
author_facet Jing, Pu
Zhao, Shu-Juan
Jian, Wen-Jie
Qian, Bing-Jun
Dong, Ying
Pang, Jie
author_sort Jing, Pu
collection PubMed
description Phenolic acids are potent antioxidants, yet the quantitative structure-activity relationships of phenolic acids remain unclear. The purpose of this study was to establish 3D-QSAR models able to predict phenolic acids with high DPPH• scavenging activity and understand their structure-activity relationships. The model has been established by using a training set of compounds with cross-validated q(2) = 0.638/0.855, non-cross-validated r(2) = 0.984/0.986, standard error of estimate = 0.236/0.216, and F = 139.126/208.320 for the best CoMFA/CoMSIA models. The predictive ability of the models was validated with the correlation coefficient r(2)(pred) = 0.971/0.996 (>0.6) for each model. Additionally, the contour map results suggested that structural characteristics of phenolics acids favorable for the high DPPH• scavenging activity might include: (1) bulky and/or electron-donating substituent groups on the phenol ring; (2) electron-donating groups at the meta-position and/or hydrophobic groups at the meta-/ortho-position; (3) hydrogen-bond donor/electron-donating groups at the ortho-position. The results have been confirmed based on structural analyses of phenolic acids and their DPPH• scavenging data from eight recent publications. The findings may provide deeper insight into the antioxidant mechanisms and provide useful information for selecting phenolic acids for free radical scavenging properties.
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spelling pubmed-62682182018-12-13 Quantitative Studies on Structure-DPPH• Scavenging Activity Relationships of Food Phenolic Acids Jing, Pu Zhao, Shu-Juan Jian, Wen-Jie Qian, Bing-Jun Dong, Ying Pang, Jie Molecules Article Phenolic acids are potent antioxidants, yet the quantitative structure-activity relationships of phenolic acids remain unclear. The purpose of this study was to establish 3D-QSAR models able to predict phenolic acids with high DPPH• scavenging activity and understand their structure-activity relationships. The model has been established by using a training set of compounds with cross-validated q(2) = 0.638/0.855, non-cross-validated r(2) = 0.984/0.986, standard error of estimate = 0.236/0.216, and F = 139.126/208.320 for the best CoMFA/CoMSIA models. The predictive ability of the models was validated with the correlation coefficient r(2)(pred) = 0.971/0.996 (>0.6) for each model. Additionally, the contour map results suggested that structural characteristics of phenolics acids favorable for the high DPPH• scavenging activity might include: (1) bulky and/or electron-donating substituent groups on the phenol ring; (2) electron-donating groups at the meta-position and/or hydrophobic groups at the meta-/ortho-position; (3) hydrogen-bond donor/electron-donating groups at the ortho-position. The results have been confirmed based on structural analyses of phenolic acids and their DPPH• scavenging data from eight recent publications. The findings may provide deeper insight into the antioxidant mechanisms and provide useful information for selecting phenolic acids for free radical scavenging properties. MDPI 2012-11-01 /pmc/articles/PMC6268218/ /pubmed/23117431 http://dx.doi.org/10.3390/molecules171112910 Text en © 2012 by the authors; licensee MDPI, Basel, Switzerland. http://creativecommons.org/licenses/by/3.0/ This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Jing, Pu
Zhao, Shu-Juan
Jian, Wen-Jie
Qian, Bing-Jun
Dong, Ying
Pang, Jie
Quantitative Studies on Structure-DPPH• Scavenging Activity Relationships of Food Phenolic Acids
title Quantitative Studies on Structure-DPPH• Scavenging Activity Relationships of Food Phenolic Acids
title_full Quantitative Studies on Structure-DPPH• Scavenging Activity Relationships of Food Phenolic Acids
title_fullStr Quantitative Studies on Structure-DPPH• Scavenging Activity Relationships of Food Phenolic Acids
title_full_unstemmed Quantitative Studies on Structure-DPPH• Scavenging Activity Relationships of Food Phenolic Acids
title_short Quantitative Studies on Structure-DPPH• Scavenging Activity Relationships of Food Phenolic Acids
title_sort quantitative studies on structure-dpph• scavenging activity relationships of food phenolic acids
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6268218/
https://www.ncbi.nlm.nih.gov/pubmed/23117431
http://dx.doi.org/10.3390/molecules171112910
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