A quantum chemical and statistical study of phenolic schiff bases with antioxidant activity against DPPH free radical
Phenolic Schiff bases are known as powerful antioxidants. To select the electronic, 2D and 3D descriptors responsible for the free radical scavenging ability of a series of 30 phenolic Schiff bases, a set of molecular descriptors were calculated by using B3P86 (Becke’s three parameter hybrid functio...
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2-s2.0-84929316660 Anouar E.H. A quantum chemical and statistical study of phenolic schiff bases with antioxidant activity against DPPH free radical 2014 Antioxidants 3 2 10.3390/antiox3020309 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84929316660&doi=10.3390%2fantiox3020309&partnerID=40&md5=11189271263a1ef791325de038864d23 Phenolic Schiff bases are known as powerful antioxidants. To select the electronic, 2D and 3D descriptors responsible for the free radical scavenging ability of a series of 30 phenolic Schiff bases, a set of molecular descriptors were calculated by using B3P86 (Becke’s three parameter hybrid functional with Perdew 86 correlation functional) combined with 6-31 + G(d,p) basis set (i.e., at the B3P86/6-31 + G(d,p) level of theory). The chemometric methods, simple and multiple linear regressions (SLR and MLR), principal component analysis (PCA) and hierarchical cluster analysis (HCA) were employed to reduce the dimensionality and to investigate the relationship between the calculated descriptors and the antioxidant activity. The results showed that the antioxidant activity mainly depends on the first and second bond dissociation enthalpies of phenolic hydroxyl groups, the dipole moment and the hydrophobicity descriptors. The antioxidant activity is inversely proportional to the main descriptors. The selected descriptors discriminate the Schiff bases into active and inactive antioxidants. © 2014 by the authors; licensee MDPI, Basel, Switzerland. MDPI 20763921 English Article All Open Access; Gold Open Access; Green Open Access |
author |
Anouar E.H. |
spellingShingle |
Anouar E.H. A quantum chemical and statistical study of phenolic schiff bases with antioxidant activity against DPPH free radical |
author_facet |
Anouar E.H. |
author_sort |
Anouar E.H. |
title |
A quantum chemical and statistical study of phenolic schiff bases with antioxidant activity against DPPH free radical |
title_short |
A quantum chemical and statistical study of phenolic schiff bases with antioxidant activity against DPPH free radical |
title_full |
A quantum chemical and statistical study of phenolic schiff bases with antioxidant activity against DPPH free radical |
title_fullStr |
A quantum chemical and statistical study of phenolic schiff bases with antioxidant activity against DPPH free radical |
title_full_unstemmed |
A quantum chemical and statistical study of phenolic schiff bases with antioxidant activity against DPPH free radical |
title_sort |
A quantum chemical and statistical study of phenolic schiff bases with antioxidant activity against DPPH free radical |
publishDate |
2014 |
container_title |
Antioxidants |
container_volume |
3 |
container_issue |
2 |
doi_str_mv |
10.3390/antiox3020309 |
url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84929316660&doi=10.3390%2fantiox3020309&partnerID=40&md5=11189271263a1ef791325de038864d23 |
description |
Phenolic Schiff bases are known as powerful antioxidants. To select the electronic, 2D and 3D descriptors responsible for the free radical scavenging ability of a series of 30 phenolic Schiff bases, a set of molecular descriptors were calculated by using B3P86 (Becke’s three parameter hybrid functional with Perdew 86 correlation functional) combined with 6-31 + G(d,p) basis set (i.e., at the B3P86/6-31 + G(d,p) level of theory). The chemometric methods, simple and multiple linear regressions (SLR and MLR), principal component analysis (PCA) and hierarchical cluster analysis (HCA) were employed to reduce the dimensionality and to investigate the relationship between the calculated descriptors and the antioxidant activity. The results showed that the antioxidant activity mainly depends on the first and second bond dissociation enthalpies of phenolic hydroxyl groups, the dipole moment and the hydrophobicity descriptors. The antioxidant activity is inversely proportional to the main descriptors. The selected descriptors discriminate the Schiff bases into active and inactive antioxidants. © 2014 by the authors; licensee MDPI, Basel, Switzerland. |
publisher |
MDPI |
issn |
20763921 |
language |
English |
format |
Article |
accesstype |
All Open Access; Gold Open Access; Green Open Access |
record_format |
scopus |
collection |
Scopus |
_version_ |
1820775477184299008 |