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Usefulness of medicine screening tools in the frame of pharmaceutical post-marketing surveillance
The negative consequences of Substandard and falsified (SF) medicines are widely documented nowadays and there is still an urgent need to find them in more efficient ways. Several screening tools have been developed for this purpose recently. In this study, three screening tools were used on 292 sam...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10420354/ https://www.ncbi.nlm.nih.gov/pubmed/37566594 http://dx.doi.org/10.1371/journal.pone.0289865 |
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author | Waffo Tchounga, Christelle Ange Sacré, Pierre-Yves Ravinetto, Raffaella Lieberman, Marya Hamuli Ciza, Patient Ngono Mballa, Rose Ziemons, Eric Hubert, Philippe Djang’eing’a Marini, Roland |
author_facet | Waffo Tchounga, Christelle Ange Sacré, Pierre-Yves Ravinetto, Raffaella Lieberman, Marya Hamuli Ciza, Patient Ngono Mballa, Rose Ziemons, Eric Hubert, Philippe Djang’eing’a Marini, Roland |
author_sort | Waffo Tchounga, Christelle Ange |
collection | PubMed |
description | The negative consequences of Substandard and falsified (SF) medicines are widely documented nowadays and there is still an urgent need to find them in more efficient ways. Several screening tools have been developed for this purpose recently. In this study, three screening tools were used on 292 samples of ciprofloxacin and metronidazole collected in Cameroon. Each sample was then analyzed by HPLC and disintegration tests. Seven additional samples from the nitro-imidazole (secnidazole, ornidazole, tinidazole) and the fluoroquinolone (levofloxacin, ofloxacin, norfloxacin, moxifloxacin) families were analyzed to mimic falsified medicines. Placebo samples that contained only inert excipients were also tested to mimic falsified samples without active pharmaceutical ingredient (API). The three screening tools implemented were: a simplified visual inspection checklist, a low-cost handheld near infrared (NIR) spectrophotometer and paper analytical devices (PADs). Overall, 61.1% of the samples that failed disintegration and assay tests also failed the visual inspection checklist test. For the handheld NIR, one-class classifier models were built to detect the presence of ciprofloxacin and metronidazole, respectively. The APIs were correctly identified in all the samples with sensitivities and specificities of 100%. However, the importance of a representative and up-to-date spectral database was underlined by comparing models built with different calibration set spanning different variability spaces. The PADs were used only on ciprofloxacin samples and detected the API in all samples in which the presence of ciprofloxacin was confirmed by HPLC. However, these PADs were not specific to ciprofloxacin since they reacted like ciprofloxacin to other fluoroquinolone compounds. The advantages and drawbacks of each screening tool were highlighted. They are promising means in the frame of early detection of SF medicines and they can increase the speed of decision about SF medicines in the context of pharmaceutical post-marketing surveillance. |
format | Online Article Text |
id | pubmed-10420354 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-104203542023-08-12 Usefulness of medicine screening tools in the frame of pharmaceutical post-marketing surveillance Waffo Tchounga, Christelle Ange Sacré, Pierre-Yves Ravinetto, Raffaella Lieberman, Marya Hamuli Ciza, Patient Ngono Mballa, Rose Ziemons, Eric Hubert, Philippe Djang’eing’a Marini, Roland PLoS One Research Article The negative consequences of Substandard and falsified (SF) medicines are widely documented nowadays and there is still an urgent need to find them in more efficient ways. Several screening tools have been developed for this purpose recently. In this study, three screening tools were used on 292 samples of ciprofloxacin and metronidazole collected in Cameroon. Each sample was then analyzed by HPLC and disintegration tests. Seven additional samples from the nitro-imidazole (secnidazole, ornidazole, tinidazole) and the fluoroquinolone (levofloxacin, ofloxacin, norfloxacin, moxifloxacin) families were analyzed to mimic falsified medicines. Placebo samples that contained only inert excipients were also tested to mimic falsified samples without active pharmaceutical ingredient (API). The three screening tools implemented were: a simplified visual inspection checklist, a low-cost handheld near infrared (NIR) spectrophotometer and paper analytical devices (PADs). Overall, 61.1% of the samples that failed disintegration and assay tests also failed the visual inspection checklist test. For the handheld NIR, one-class classifier models were built to detect the presence of ciprofloxacin and metronidazole, respectively. The APIs were correctly identified in all the samples with sensitivities and specificities of 100%. However, the importance of a representative and up-to-date spectral database was underlined by comparing models built with different calibration set spanning different variability spaces. The PADs were used only on ciprofloxacin samples and detected the API in all samples in which the presence of ciprofloxacin was confirmed by HPLC. However, these PADs were not specific to ciprofloxacin since they reacted like ciprofloxacin to other fluoroquinolone compounds. The advantages and drawbacks of each screening tool were highlighted. They are promising means in the frame of early detection of SF medicines and they can increase the speed of decision about SF medicines in the context of pharmaceutical post-marketing surveillance. Public Library of Science 2023-08-11 /pmc/articles/PMC10420354/ /pubmed/37566594 http://dx.doi.org/10.1371/journal.pone.0289865 Text en © 2023 Waffo Tchounga et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Waffo Tchounga, Christelle Ange Sacré, Pierre-Yves Ravinetto, Raffaella Lieberman, Marya Hamuli Ciza, Patient Ngono Mballa, Rose Ziemons, Eric Hubert, Philippe Djang’eing’a Marini, Roland Usefulness of medicine screening tools in the frame of pharmaceutical post-marketing surveillance |
title | Usefulness of medicine screening tools in the frame of pharmaceutical post-marketing surveillance |
title_full | Usefulness of medicine screening tools in the frame of pharmaceutical post-marketing surveillance |
title_fullStr | Usefulness of medicine screening tools in the frame of pharmaceutical post-marketing surveillance |
title_full_unstemmed | Usefulness of medicine screening tools in the frame of pharmaceutical post-marketing surveillance |
title_short | Usefulness of medicine screening tools in the frame of pharmaceutical post-marketing surveillance |
title_sort | usefulness of medicine screening tools in the frame of pharmaceutical post-marketing surveillance |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10420354/ https://www.ncbi.nlm.nih.gov/pubmed/37566594 http://dx.doi.org/10.1371/journal.pone.0289865 |
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