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      Usefulness of medicine screening tools in the frame of pharmaceutical post-marketing surveillance

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          Abstract

          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.

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          Computer Aided Design of Experiments

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            Technologies for Detecting Falsified and Substandard Drugs in Low and Middle-Income Countries

            Falsified and substandard drugs are a global health problem, particularly in low- and middle-income countries (LMIC) that have weak pharmacovigilance and drug regulatory systems. Poor quality medicines have important health consequences, including the potential for treatment failure, development of antimicrobial resistance, and serious adverse drug reactions, increasing healthcare costs and undermining the public's confidence in healthcare systems. This article presents a review of the methods employed for the analysis of pharmaceutical formulations. Technologies for detecting substandard and falsified drugs were identified primarily through literature reviews. Key-informant interviews with experts augmented our methods when warranted. In order to aid comparisons, technologies were assigned a suitability score for use in LMIC ranging from 0–8. Scores measured the need for electricity, need for sample preparation, need for reagents, portability, level of training required, and speed of analysis. Technologies with higher scores were deemed the most feasible in LMICs. We categorized technologies that cost $10,000 USD or less as low cost, $10,000–100,000 USD as medium cost and those greater than $100,000 USD as high cost technologies (all prices are 2013 USD). This search strategy yielded information on 42 unique technologies. Five technologies were deemed both low cost and had feasibility scores between 6–8, and an additional four technologies had medium cost and high feasibility. Twelve technologies were deemed portable and therefore could be used in the field. Many technologies can aid in the detection of substandard and falsified drugs that vary from the simplest of checklists for packaging to the most complex mass spectrometry analyses. Although there is no single technology that can serve all the requirements of detecting falsified and substandard drugs, there is an opportunity to bifurcate the technologies into specific niches to address specific sections within the workflow process of detecting products.
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              Emerging applications of paper-based analytical devices for drug analysis: A review

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Writing – original draft
                Role: ConceptualizationRole: Data curationRole: MethodologyRole: SupervisionRole: ValidationRole: Writing – review & editing
                Role: MethodologyRole: Writing – review & editing
                Role: Data curationRole: ResourcesRole: SupervisionRole: Writing – review & editing
                Role: Investigation
                Role: InvestigationRole: Project administration
                Role: ConceptualizationRole: Methodology
                Role: Funding acquisitionRole: SupervisionRole: Writing – review & editing
                Role: ConceptualizationRole: MethodologyRole: SupervisionRole: ValidationRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                PLOS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                11 August 2023
                2023
                : 18
                : 8
                : e0289865
                Affiliations
                [1 ] Department of Pharmacy, Laboratory of Pharmaceutical Analytical Chemistry, University of Liege (ULiege), CIRM, Liège, Belgium
                [2 ] Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
                [3 ] Department of Pharmacy, University of Liege (ULiege), CIRM, Research Support Unit in Chemometrics, Liège, Belgium
                [4 ] Department of Public Health, Institute of Tropical Medicine Antwerp, Antwerp, Belgium
                [5 ] School of Public Health, University of the Western Cape, Cape Town, South Africa
                [6 ] Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, United States of America
                [7 ] Faculty of Pharmaceutical Sciences, University of Kinshasa, Lemba, Kinshasa, Democratic Republic of the Congo
                [8 ] Laboratoire National de Contrôle des Médicaments et Expertise (LANACOME), Yaoundé, Cameroon
                Kohat University of Science and Technology (KUST), PAKISTAN
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                https://orcid.org/0000-0002-1540-4230
                https://orcid.org/0000-0001-7113-758X
                https://orcid.org/0000-0001-6117-2031
                Article
                PONE-D-22-31589
                10.1371/journal.pone.0289865
                10420354
                37566594
                6eccf935-d935-48f2-be67-c0476b0cc0b8
                © 2023 Waffo Tchounga et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 16 November 2022
                : 27 July 2023
                Page count
                Figures: 5, Tables: 3, Pages: 24
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/501100011880, Académie de recherche et d'enseignement supérieur;
                Award Recipient :
                This work has been funded by the Academy for Research and Higher Education, the federation of French-speaking higher education institutions in Belgium (ARES-CCD) through research grants awarded to CAWT. https://www.ares-ac.be/fr/cooperation-au-developpement/bourses The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Research and Analysis Methods
                Spectrum Analysis Techniques
                Infrared Spectroscopy
                near-Infrared Spectroscopy
                Engineering and Technology
                Industrial Engineering
                Quality Control
                Visual Inspection
                Medicine and Health Sciences
                Dermatology
                Blisters
                Research and Analysis Methods
                Chromatographic Techniques
                Liquid Chromatography
                High Performance Liquid Chromatography
                Research and Analysis Methods
                Research Facilities
                Research Laboratories
                Government Laboratories
                Medicine and Health Sciences
                Epidemiology
                Medical Risk Factors
                Medicine and Health Sciences
                Pharmacology
                Drug Research and Development
                Drug Regulation
                Physical Sciences
                Chemistry
                Chemical Compounds
                Organic Compounds
                Carbohydrates
                Starches
                Physical Sciences
                Chemistry
                Organic Chemistry
                Organic Compounds
                Carbohydrates
                Starches
                Custom metadata
                All relevant data are within the paper and its Supporting Information files. In addition, all raw data files are available at: https://osf.io/ht2k9/files/osfstorage.

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                Uncategorized

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