Prediction of Antioxidant Capacity of Thai Vegetable Extracts by Infrared Spectroscopy

The antioxidant capacity of extracts from 33 local Thai vegetables was determined by ABTS, DPPH, FRAP and FCRC assays. The extracts had a wide range of antioxidant activities and could be categorized into three groups: high, moderate and low antioxidant activities. The antioxidant activities of th...

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Main Authors: Trakul Prommajak, Sang Moo Kim, Cheol-Ho Pan, Sang Min Kim, Suthat Surawang, Nithiya Rattanapanone
Language:English
Published: Science Faculty of Chiang Mai University 2019
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Online Access:http://it.science.cmu.ac.th/ejournal/dl.php?journal_id=5966
http://cmuir.cmu.ac.th/jspui/handle/6653943832/66136
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Institution: Chiang Mai University
Language: English
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spelling th-cmuir.6653943832-661362019-08-21T09:18:22Z Prediction of Antioxidant Capacity of Thai Vegetable Extracts by Infrared Spectroscopy Trakul Prommajak Sang Moo Kim Cheol-Ho Pan Sang Min Kim Suthat Surawang Nithiya Rattanapanone Thai vegetables antioxidant infrared spectroscopy partial least square regression The antioxidant capacity of extracts from 33 local Thai vegetables was determined by ABTS, DPPH, FRAP and FCRC assays. The extracts had a wide range of antioxidant activities and could be categorized into three groups: high, moderate and low antioxidant activities. The antioxidant activities of the four different assays were highly correlated (r > 0.98). Fourier transform infrared (FTIR) spectra and partial least square (PLS) regressions were used to predict the measured antioxidant capacities. The adjusted R2 was higher than 0.97 for prediction models and higher than 0.89 for cross-validation models, which could be applied on liquid extracts or freeze-dried extract. FTIR spectroscopy in combination with PLS regression successfully predicted the antioxidant capacity of several Thai vegetables. 2019-08-21T09:18:22Z 2019-08-21T09:18:22Z 2015 Chiang Mai Journal of Science 42, 3 (July 2015), 657 - 668 0125-2526 http://it.science.cmu.ac.th/ejournal/dl.php?journal_id=5966 http://cmuir.cmu.ac.th/jspui/handle/6653943832/66136 Eng Science Faculty of Chiang Mai University
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
language English
topic Thai vegetables
antioxidant
infrared spectroscopy
partial least square regression
spellingShingle Thai vegetables
antioxidant
infrared spectroscopy
partial least square regression
Trakul Prommajak
Sang Moo Kim
Cheol-Ho Pan
Sang Min Kim
Suthat Surawang
Nithiya Rattanapanone
Prediction of Antioxidant Capacity of Thai Vegetable Extracts by Infrared Spectroscopy
description The antioxidant capacity of extracts from 33 local Thai vegetables was determined by ABTS, DPPH, FRAP and FCRC assays. The extracts had a wide range of antioxidant activities and could be categorized into three groups: high, moderate and low antioxidant activities. The antioxidant activities of the four different assays were highly correlated (r > 0.98). Fourier transform infrared (FTIR) spectra and partial least square (PLS) regressions were used to predict the measured antioxidant capacities. The adjusted R2 was higher than 0.97 for prediction models and higher than 0.89 for cross-validation models, which could be applied on liquid extracts or freeze-dried extract. FTIR spectroscopy in combination with PLS regression successfully predicted the antioxidant capacity of several Thai vegetables.
author Trakul Prommajak
Sang Moo Kim
Cheol-Ho Pan
Sang Min Kim
Suthat Surawang
Nithiya Rattanapanone
author_facet Trakul Prommajak
Sang Moo Kim
Cheol-Ho Pan
Sang Min Kim
Suthat Surawang
Nithiya Rattanapanone
author_sort Trakul Prommajak
title Prediction of Antioxidant Capacity of Thai Vegetable Extracts by Infrared Spectroscopy
title_short Prediction of Antioxidant Capacity of Thai Vegetable Extracts by Infrared Spectroscopy
title_full Prediction of Antioxidant Capacity of Thai Vegetable Extracts by Infrared Spectroscopy
title_fullStr Prediction of Antioxidant Capacity of Thai Vegetable Extracts by Infrared Spectroscopy
title_full_unstemmed Prediction of Antioxidant Capacity of Thai Vegetable Extracts by Infrared Spectroscopy
title_sort prediction of antioxidant capacity of thai vegetable extracts by infrared spectroscopy
publisher Science Faculty of Chiang Mai University
publishDate 2019
url http://it.science.cmu.ac.th/ejournal/dl.php?journal_id=5966
http://cmuir.cmu.ac.th/jspui/handle/6653943832/66136
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