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Rapid investigation of α-glucosidase inhibitory activity of Phaleria macrocarpa extracts using FTIR-ATR based fingerprinting
Phaleria macrocarpa, known as “Mahkota Dewa”, is a widely used medicinal plant in Malaysia. This study focused on the characterization of α-glucosidase inhibitory activity of P. macrocarpa extracts using Fourier transform infrared spectroscopy (FTIR)-based metabolomics. P. macrocarpa and its extract...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taiwan Food and Drug Administration
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9332534/ https://www.ncbi.nlm.nih.gov/pubmed/28911672 http://dx.doi.org/10.1016/j.jfda.2016.09.007 |
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author | Easmin, Sabina Sarker, Md. Zaidul Islam Ghafoor, Kashif Ferdosh, Sahena Jaffri, Juliana Ali, Md. Eaqub Mirhosseini, Hamed Al-Juhaimi, Fahad Y. Perumal, Vikneswari Khatib, Alfi |
author_facet | Easmin, Sabina Sarker, Md. Zaidul Islam Ghafoor, Kashif Ferdosh, Sahena Jaffri, Juliana Ali, Md. Eaqub Mirhosseini, Hamed Al-Juhaimi, Fahad Y. Perumal, Vikneswari Khatib, Alfi |
author_sort | Easmin, Sabina |
collection | PubMed |
description | Phaleria macrocarpa, known as “Mahkota Dewa”, is a widely used medicinal plant in Malaysia. This study focused on the characterization of α-glucosidase inhibitory activity of P. macrocarpa extracts using Fourier transform infrared spectroscopy (FTIR)-based metabolomics. P. macrocarpa and its extracts contain thousands of compounds having synergistic effect. Generally, their variability exists, and there are many active components in meager amounts. Thus, the conventional measurement methods of a single component for the quality control are time consuming, laborious, expensive, and unreliable. It is of great interest to develop a rapid prediction method for herbal quality control to investigate the α-glucosidase inhibitory activity of P. macrocarpa by multicomponent analyses. In this study, a rapid and simple analytical method was developed using FTIR spectroscopy-based fingerprinting. A total of 36 extracts of different ethanol concentrations were prepared and tested on inhibitory potential and fingerprinted using FTIR spectroscopy, coupled with chemometrics of orthogonal partial least square (OPLS) at the 4000–400 cm(−1) frequency region and resolution of 4 cm(−1). The OPLS model generated the highest regression coefficient with R(2)Y = 0.98 and Q(2)Y = 0.70, lowest root mean square error estimation = 17.17, and root mean square error of cross validation = 57.29. A five-component (1+4+0) predictive model was build up to correlate FTIR spectra with activity, and the responsible functional groups, such as −CH, −NH, −COOH, and −OH, were identified for the bioactivity. A successful multivariate model was constructed using FTIR-attenuated total reflection as a simple and rapid technique to predict the inhibitory activity. |
format | Online Article Text |
id | pubmed-9332534 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Taiwan Food and Drug Administration |
record_format | MEDLINE/PubMed |
spelling | pubmed-93325342022-08-09 Rapid investigation of α-glucosidase inhibitory activity of Phaleria macrocarpa extracts using FTIR-ATR based fingerprinting Easmin, Sabina Sarker, Md. Zaidul Islam Ghafoor, Kashif Ferdosh, Sahena Jaffri, Juliana Ali, Md. Eaqub Mirhosseini, Hamed Al-Juhaimi, Fahad Y. Perumal, Vikneswari Khatib, Alfi J Food Drug Anal Original Article Phaleria macrocarpa, known as “Mahkota Dewa”, is a widely used medicinal plant in Malaysia. This study focused on the characterization of α-glucosidase inhibitory activity of P. macrocarpa extracts using Fourier transform infrared spectroscopy (FTIR)-based metabolomics. P. macrocarpa and its extracts contain thousands of compounds having synergistic effect. Generally, their variability exists, and there are many active components in meager amounts. Thus, the conventional measurement methods of a single component for the quality control are time consuming, laborious, expensive, and unreliable. It is of great interest to develop a rapid prediction method for herbal quality control to investigate the α-glucosidase inhibitory activity of P. macrocarpa by multicomponent analyses. In this study, a rapid and simple analytical method was developed using FTIR spectroscopy-based fingerprinting. A total of 36 extracts of different ethanol concentrations were prepared and tested on inhibitory potential and fingerprinted using FTIR spectroscopy, coupled with chemometrics of orthogonal partial least square (OPLS) at the 4000–400 cm(−1) frequency region and resolution of 4 cm(−1). The OPLS model generated the highest regression coefficient with R(2)Y = 0.98 and Q(2)Y = 0.70, lowest root mean square error estimation = 17.17, and root mean square error of cross validation = 57.29. A five-component (1+4+0) predictive model was build up to correlate FTIR spectra with activity, and the responsible functional groups, such as −CH, −NH, −COOH, and −OH, were identified for the bioactivity. A successful multivariate model was constructed using FTIR-attenuated total reflection as a simple and rapid technique to predict the inhibitory activity. Taiwan Food and Drug Administration 2016-11-05 /pmc/articles/PMC9332534/ /pubmed/28911672 http://dx.doi.org/10.1016/j.jfda.2016.09.007 Text en © 2017 Taiwan Food and Drug Administration https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ). |
spellingShingle | Original Article Easmin, Sabina Sarker, Md. Zaidul Islam Ghafoor, Kashif Ferdosh, Sahena Jaffri, Juliana Ali, Md. Eaqub Mirhosseini, Hamed Al-Juhaimi, Fahad Y. Perumal, Vikneswari Khatib, Alfi Rapid investigation of α-glucosidase inhibitory activity of Phaleria macrocarpa extracts using FTIR-ATR based fingerprinting |
title | Rapid investigation of α-glucosidase inhibitory activity of Phaleria macrocarpa extracts using FTIR-ATR based fingerprinting |
title_full | Rapid investigation of α-glucosidase inhibitory activity of Phaleria macrocarpa extracts using FTIR-ATR based fingerprinting |
title_fullStr | Rapid investigation of α-glucosidase inhibitory activity of Phaleria macrocarpa extracts using FTIR-ATR based fingerprinting |
title_full_unstemmed | Rapid investigation of α-glucosidase inhibitory activity of Phaleria macrocarpa extracts using FTIR-ATR based fingerprinting |
title_short | Rapid investigation of α-glucosidase inhibitory activity of Phaleria macrocarpa extracts using FTIR-ATR based fingerprinting |
title_sort | rapid investigation of α-glucosidase inhibitory activity of phaleria macrocarpa extracts using ftir-atr based fingerprinting |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9332534/ https://www.ncbi.nlm.nih.gov/pubmed/28911672 http://dx.doi.org/10.1016/j.jfda.2016.09.007 |
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