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Evaluating Low-Cost Optical Spectrometers for the Detection of Simulated Substandard and Falsified Medicines
Distribution of substandard and falsified (SF) medicines is on the rise, and its impact on public health, particularly in low-resource countries, is becoming increasingly significant. Portable, nondestructive screening devices can support regulatory authorities in their defense against the spread of...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7066480/ https://www.ncbi.nlm.nih.gov/pubmed/31617368 http://dx.doi.org/10.1177/0003702819877422 |
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author | Wang, Wenbo Keller, Matthew D. Baughman, Ted Wilson, Benjamin K. |
author_facet | Wang, Wenbo Keller, Matthew D. Baughman, Ted Wilson, Benjamin K. |
author_sort | Wang, Wenbo |
collection | PubMed |
description | Distribution of substandard and falsified (SF) medicines is on the rise, and its impact on public health, particularly in low-resource countries, is becoming increasingly significant. Portable, nondestructive screening devices can support regulatory authorities in their defense against the spread of SF medicines. Vibrational spectroscopy is an ideal candidate due to its sampling ease and speed. In this work, five portable, among which four are considered low-cost, spectroscopic devices based on near-infrared (NIR), Raman, and mid-infrared (MIR) were evaluated to quantify active pharmaceutical ingredients (APIs) and formulation accuracy within simulated authentic, falsified, and substandard medicines. Binary sample mixtures containing a typical API in antimalarial, antiretroviral, or anti-tuberculosis medicines were assessed. In both univariate and multivariate analyses, the API quantification performance of the digital light processing (DLP) NIR spectrometer and a handheld Raman device consistently matched or exceeded that of the other NIR spectrometers and a scientific grade MIR spectrometer. In the formulation accuracy tests, data from all devices, other than the silicon photodiode array NIR spectrometer, were able to create regression models with less than 6% error. From this exploratory study, we conclude that certain portable NIR devices hold significant promise as cost-effective screening tools for falsified and potentially substandard medicines, and they warrant further investigation and development. |
format | Online Article Text |
id | pubmed-7066480 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-70664802020-03-24 Evaluating Low-Cost Optical Spectrometers for the Detection of Simulated Substandard and Falsified Medicines Wang, Wenbo Keller, Matthew D. Baughman, Ted Wilson, Benjamin K. Appl Spectrosc Articles Distribution of substandard and falsified (SF) medicines is on the rise, and its impact on public health, particularly in low-resource countries, is becoming increasingly significant. Portable, nondestructive screening devices can support regulatory authorities in their defense against the spread of SF medicines. Vibrational spectroscopy is an ideal candidate due to its sampling ease and speed. In this work, five portable, among which four are considered low-cost, spectroscopic devices based on near-infrared (NIR), Raman, and mid-infrared (MIR) were evaluated to quantify active pharmaceutical ingredients (APIs) and formulation accuracy within simulated authentic, falsified, and substandard medicines. Binary sample mixtures containing a typical API in antimalarial, antiretroviral, or anti-tuberculosis medicines were assessed. In both univariate and multivariate analyses, the API quantification performance of the digital light processing (DLP) NIR spectrometer and a handheld Raman device consistently matched or exceeded that of the other NIR spectrometers and a scientific grade MIR spectrometer. In the formulation accuracy tests, data from all devices, other than the silicon photodiode array NIR spectrometer, were able to create regression models with less than 6% error. From this exploratory study, we conclude that certain portable NIR devices hold significant promise as cost-effective screening tools for falsified and potentially substandard medicines, and they warrant further investigation and development. SAGE Publications 2019-11-04 2020-03 /pmc/articles/PMC7066480/ /pubmed/31617368 http://dx.doi.org/10.1177/0003702819877422 Text en © The Author(s) 2019 http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Articles Wang, Wenbo Keller, Matthew D. Baughman, Ted Wilson, Benjamin K. Evaluating Low-Cost Optical Spectrometers for the Detection of Simulated Substandard and Falsified Medicines |
title | Evaluating Low-Cost Optical Spectrometers for the Detection of Simulated Substandard and Falsified Medicines |
title_full | Evaluating Low-Cost Optical Spectrometers for the Detection of Simulated Substandard and Falsified Medicines |
title_fullStr | Evaluating Low-Cost Optical Spectrometers for the Detection of Simulated Substandard and Falsified Medicines |
title_full_unstemmed | Evaluating Low-Cost Optical Spectrometers for the Detection of Simulated Substandard and Falsified Medicines |
title_short | Evaluating Low-Cost Optical Spectrometers for the Detection of Simulated Substandard and Falsified Medicines |
title_sort | evaluating low-cost optical spectrometers for the detection of simulated substandard and falsified medicines |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7066480/ https://www.ncbi.nlm.nih.gov/pubmed/31617368 http://dx.doi.org/10.1177/0003702819877422 |
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