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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taiwan Food and Drug Administration 2016
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.
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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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