Prediction of antioxidant capacity of Thai indigenous plant extracts by proton nuclear magnetic resonance spectroscopy

Antioxidant capacities of the ethanol extracts from 28 Thai indigenous plants were determined by FCRC, DPPH, ABTS and FRAP assays. Proton nuclear magnetic resonance spectra of the extracts dissolved in D<inf>2</inf>O were measured at 300 MHz. The antioxidant capacity and integrated peaks...

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Main Authors: Prommajak T., Kim S., Pan C., Surawang S., Rattanapanone N.
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Published: Chiang Mai University 2015
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http://cmuir.cmu.ac.th/handle/6653943832/39237
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spelling th-cmuir.6653943832-392372015-06-16T08:17:57Z Prediction of antioxidant capacity of Thai indigenous plant extracts by proton nuclear magnetic resonance spectroscopy Prommajak T. Kim S. Pan C. Kim S. Surawang S. Rattanapanone N. Rattanapanone N. Multidisciplinary Antioxidant capacities of the ethanol extracts from 28 Thai indigenous plants were determined by FCRC, DPPH, ABTS and FRAP assays. Proton nuclear magnetic resonance spectra of the extracts dissolved in D<inf>2</inf>O were measured at 300 MHz. The antioxidant capacity and integrated peaks of nuclear magnetic resonance (NMR) spectra were analyzed by partial least square (PLS) regression. Linear correlation was found between the actual and predicted antioxidant capacities of all assays with R<sup>2</sup> more than 0.84 for calibration models and more than 0.54 for cross-validation models. However, these values were lower than those using infrared (IR) spectroscopy in our previous study. The lower efficiency of NMR-PLS regression might be due to the integrated NMR spectra having lower resolution than the whole IR spectra. Therefore, full NMR spectra should be further investigated for predicting the antioxidant capacity or other biochemical properties of plant extracts. 2015-06-16T08:17:57Z 2015-06-16T08:17:57Z 2015-01-01 Article 16851994 2-s2.0-84929320609 10.12982/CMUJNS.2015.0083 http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84929320609&origin=inward http://cmuir.cmu.ac.th/handle/6653943832/39237 Chiang Mai University
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Multidisciplinary
spellingShingle Multidisciplinary
Prommajak T.
Kim S.
Pan C.
Kim S.
Surawang S.
Rattanapanone N.
Rattanapanone N.
Prediction of antioxidant capacity of Thai indigenous plant extracts by proton nuclear magnetic resonance spectroscopy
description Antioxidant capacities of the ethanol extracts from 28 Thai indigenous plants were determined by FCRC, DPPH, ABTS and FRAP assays. Proton nuclear magnetic resonance spectra of the extracts dissolved in D<inf>2</inf>O were measured at 300 MHz. The antioxidant capacity and integrated peaks of nuclear magnetic resonance (NMR) spectra were analyzed by partial least square (PLS) regression. Linear correlation was found between the actual and predicted antioxidant capacities of all assays with R<sup>2</sup> more than 0.84 for calibration models and more than 0.54 for cross-validation models. However, these values were lower than those using infrared (IR) spectroscopy in our previous study. The lower efficiency of NMR-PLS regression might be due to the integrated NMR spectra having lower resolution than the whole IR spectra. Therefore, full NMR spectra should be further investigated for predicting the antioxidant capacity or other biochemical properties of plant extracts.
format Article
author Prommajak T.
Kim S.
Pan C.
Kim S.
Surawang S.
Rattanapanone N.
Rattanapanone N.
author_facet Prommajak T.
Kim S.
Pan C.
Kim S.
Surawang S.
Rattanapanone N.
Rattanapanone N.
author_sort Prommajak T.
title Prediction of antioxidant capacity of Thai indigenous plant extracts by proton nuclear magnetic resonance spectroscopy
title_short Prediction of antioxidant capacity of Thai indigenous plant extracts by proton nuclear magnetic resonance spectroscopy
title_full Prediction of antioxidant capacity of Thai indigenous plant extracts by proton nuclear magnetic resonance spectroscopy
title_fullStr Prediction of antioxidant capacity of Thai indigenous plant extracts by proton nuclear magnetic resonance spectroscopy
title_full_unstemmed Prediction of antioxidant capacity of Thai indigenous plant extracts by proton nuclear magnetic resonance spectroscopy
title_sort prediction of antioxidant capacity of thai indigenous plant extracts by proton nuclear magnetic resonance spectroscopy
publisher Chiang Mai University
publishDate 2015
url http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84929320609&origin=inward
http://cmuir.cmu.ac.th/handle/6653943832/39237
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