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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Science Faculty of Chiang Mai University
2019
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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 |
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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 |
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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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