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Chemometrics-assisted spectroscopic methods for rapid analysis of combined anti-malarial tablets
Combination of piperaquine (PQ) (320mg) and dihydroartemisinin (DHA) (40 mg) is an anti-malarial formulation, which is recommended by World Health Organization (WHO). Simultaneous analysis of PQ and DHA can be problematic due to the lack of chromophores or fluorophores in DHA molecule. Whereas PQ po...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taiwan Food and Drug Administration
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10281731/ https://www.ncbi.nlm.nih.gov/pubmed/37335160 http://dx.doi.org/10.38212/2224-6614.3449 |
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author | Pruksapha, Panawan Khongkaew, Putthiporn Suwanvecho, Chaweewan Nuchtavorn, Nantana Phechkrajang, Chutima Suntornsuk, Leena |
author_facet | Pruksapha, Panawan Khongkaew, Putthiporn Suwanvecho, Chaweewan Nuchtavorn, Nantana Phechkrajang, Chutima Suntornsuk, Leena |
author_sort | Pruksapha, Panawan |
collection | PubMed |
description | Combination of piperaquine (PQ) (320mg) and dihydroartemisinin (DHA) (40 mg) is an anti-malarial formulation, which is recommended by World Health Organization (WHO). Simultaneous analysis of PQ and DHA can be problematic due to the lack of chromophores or fluorophores in DHA molecule. Whereas PQ possesses strong UV absorption and it presents in 8 times of DHA contents in the formulation. In this study, two spectroscopic methods, Fourier transform infrared (FTIR) and Raman spectroscopy, were developed for the determination of both drugs in combined tablets. The FTIR and Raman spectra were recorded in the attenuate total reflectance (ATR) and scattering modes, respectively. The original and pretreated spectra from FTIR and handheld-Raman were subjected to Unscrambler® program to construct partial least squares regression (PLSR) model comparing with references values obtained from high performance liquid chromatography (HPLC)-UV method. The optimal PLSR models of PQ and DHA from FTIR spectroscopy were obtained from orthogonal signal correction (OSC) pretreatment at the wavenumbers 400—1,800 cm(−1) and 1,400—4,000 cm(−1), respectively. For Raman spectroscopy of PQ and DHA, the optimal PLSR models were obtained from standard normal variate (SNV) pretreatment at the wavenumbers 1,200—2,300 cm(−1) and OSC pretreatment at the wavenumber 400—2,300 cm(−1), respectively. Determination of PQ and DHA in tablets from the optimum model was compared with HPLC-UV method. Results were not significantly different at 95% confidence limit (p-value >0.05). The chemometrics-assisted spectroscopic methods were fast (1–3 min), economical and less labor intensive. Moreover, the handheld Raman spectrometer is portable and can be utilized for onsite analysis to facilitate the detection of counterfeit or substandard drugs at ports of entry. |
format | Online Article Text |
id | pubmed-10281731 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Taiwan Food and Drug Administration |
record_format | MEDLINE/PubMed |
spelling | pubmed-102817312023-06-21 Chemometrics-assisted spectroscopic methods for rapid analysis of combined anti-malarial tablets Pruksapha, Panawan Khongkaew, Putthiporn Suwanvecho, Chaweewan Nuchtavorn, Nantana Phechkrajang, Chutima Suntornsuk, Leena J Food Drug Anal Original Article Combination of piperaquine (PQ) (320mg) and dihydroartemisinin (DHA) (40 mg) is an anti-malarial formulation, which is recommended by World Health Organization (WHO). Simultaneous analysis of PQ and DHA can be problematic due to the lack of chromophores or fluorophores in DHA molecule. Whereas PQ possesses strong UV absorption and it presents in 8 times of DHA contents in the formulation. In this study, two spectroscopic methods, Fourier transform infrared (FTIR) and Raman spectroscopy, were developed for the determination of both drugs in combined tablets. The FTIR and Raman spectra were recorded in the attenuate total reflectance (ATR) and scattering modes, respectively. The original and pretreated spectra from FTIR and handheld-Raman were subjected to Unscrambler® program to construct partial least squares regression (PLSR) model comparing with references values obtained from high performance liquid chromatography (HPLC)-UV method. The optimal PLSR models of PQ and DHA from FTIR spectroscopy were obtained from orthogonal signal correction (OSC) pretreatment at the wavenumbers 400—1,800 cm(−1) and 1,400—4,000 cm(−1), respectively. For Raman spectroscopy of PQ and DHA, the optimal PLSR models were obtained from standard normal variate (SNV) pretreatment at the wavenumbers 1,200—2,300 cm(−1) and OSC pretreatment at the wavenumber 400—2,300 cm(−1), respectively. Determination of PQ and DHA in tablets from the optimum model was compared with HPLC-UV method. Results were not significantly different at 95% confidence limit (p-value >0.05). The chemometrics-assisted spectroscopic methods were fast (1–3 min), economical and less labor intensive. Moreover, the handheld Raman spectrometer is portable and can be utilized for onsite analysis to facilitate the detection of counterfeit or substandard drugs at ports of entry. Taiwan Food and Drug Administration 2023-06-15 /pmc/articles/PMC10281731/ /pubmed/37335160 http://dx.doi.org/10.38212/2224-6614.3449 Text en © 2023 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 Pruksapha, Panawan Khongkaew, Putthiporn Suwanvecho, Chaweewan Nuchtavorn, Nantana Phechkrajang, Chutima Suntornsuk, Leena Chemometrics-assisted spectroscopic methods for rapid analysis of combined anti-malarial tablets |
title | Chemometrics-assisted spectroscopic methods for rapid analysis of combined anti-malarial tablets |
title_full | Chemometrics-assisted spectroscopic methods for rapid analysis of combined anti-malarial tablets |
title_fullStr | Chemometrics-assisted spectroscopic methods for rapid analysis of combined anti-malarial tablets |
title_full_unstemmed | Chemometrics-assisted spectroscopic methods for rapid analysis of combined anti-malarial tablets |
title_short | Chemometrics-assisted spectroscopic methods for rapid analysis of combined anti-malarial tablets |
title_sort | chemometrics-assisted spectroscopic methods for rapid analysis of combined anti-malarial tablets |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10281731/ https://www.ncbi.nlm.nih.gov/pubmed/37335160 http://dx.doi.org/10.38212/2224-6614.3449 |
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