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Chemometric Analysis of Low-field (1)H NMR Spectra for Unveiling Adulteration of Slimming Dietary Supplements by Pharmaceutical Compounds
The recent introduction of compact or low-field (LF) NMR spectrometers that use permanent magnets, giving rise to proton ((1)H) NMR frequencies between 40 and 80 MHz, have opened up new areas of application. The two main limitations of the technique are its insensitivity and poor spectral resolution...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7179456/ https://www.ncbi.nlm.nih.gov/pubmed/32155779 http://dx.doi.org/10.3390/molecules25051193 |
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author | Wu, Nao Balayssac, Stéphane Danoun, Saïda Malet-Martino, Myriam Gilard, Véronique |
author_facet | Wu, Nao Balayssac, Stéphane Danoun, Saïda Malet-Martino, Myriam Gilard, Véronique |
author_sort | Wu, Nao |
collection | PubMed |
description | The recent introduction of compact or low-field (LF) NMR spectrometers that use permanent magnets, giving rise to proton ((1)H) NMR frequencies between 40 and 80 MHz, have opened up new areas of application. The two main limitations of the technique are its insensitivity and poor spectral resolution. However, this study demonstrates that the chemometric treatment of LF (1)H NMR spectral data is suitable for unveiling medicines as adulterants of slimming dietary supplements (DS). To this aim, 66 DS were analyzed with LF (1)H NMR after quick and easy sample preparation. A first PLS-DA model built with the LF (1)H NMR spectra from forty DS belonging to two classes of weight-loss DS (non-adulterated, and sibutramine or phenolphthalein-adulterated) led to the classification of 13 newly purchased test samples as natural, adulterated or borderline. This classification was further refined when the model was made from the same 40 DS now considered as representing three classes of DS (non-adulterated, sibutramine-adulterated, and phenolphthalein-adulterated). The adulterant (sibutramine or phenolphthalein) was correctly predicted as confirmed by the examination of the (1)H NMR spectra. A limitation of the chemometric approach is discussed with the example of two atypical weight-loss DS containing fluoxetine or raspberry ketone. |
format | Online Article Text |
id | pubmed-7179456 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-71794562020-05-05 Chemometric Analysis of Low-field (1)H NMR Spectra for Unveiling Adulteration of Slimming Dietary Supplements by Pharmaceutical Compounds Wu, Nao Balayssac, Stéphane Danoun, Saïda Malet-Martino, Myriam Gilard, Véronique Molecules Communication The recent introduction of compact or low-field (LF) NMR spectrometers that use permanent magnets, giving rise to proton ((1)H) NMR frequencies between 40 and 80 MHz, have opened up new areas of application. The two main limitations of the technique are its insensitivity and poor spectral resolution. However, this study demonstrates that the chemometric treatment of LF (1)H NMR spectral data is suitable for unveiling medicines as adulterants of slimming dietary supplements (DS). To this aim, 66 DS were analyzed with LF (1)H NMR after quick and easy sample preparation. A first PLS-DA model built with the LF (1)H NMR spectra from forty DS belonging to two classes of weight-loss DS (non-adulterated, and sibutramine or phenolphthalein-adulterated) led to the classification of 13 newly purchased test samples as natural, adulterated or borderline. This classification was further refined when the model was made from the same 40 DS now considered as representing three classes of DS (non-adulterated, sibutramine-adulterated, and phenolphthalein-adulterated). The adulterant (sibutramine or phenolphthalein) was correctly predicted as confirmed by the examination of the (1)H NMR spectra. A limitation of the chemometric approach is discussed with the example of two atypical weight-loss DS containing fluoxetine or raspberry ketone. MDPI 2020-03-06 /pmc/articles/PMC7179456/ /pubmed/32155779 http://dx.doi.org/10.3390/molecules25051193 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Communication Wu, Nao Balayssac, Stéphane Danoun, Saïda Malet-Martino, Myriam Gilard, Véronique Chemometric Analysis of Low-field (1)H NMR Spectra for Unveiling Adulteration of Slimming Dietary Supplements by Pharmaceutical Compounds |
title | Chemometric Analysis of Low-field (1)H NMR Spectra for Unveiling Adulteration of Slimming Dietary Supplements by Pharmaceutical Compounds |
title_full | Chemometric Analysis of Low-field (1)H NMR Spectra for Unveiling Adulteration of Slimming Dietary Supplements by Pharmaceutical Compounds |
title_fullStr | Chemometric Analysis of Low-field (1)H NMR Spectra for Unveiling Adulteration of Slimming Dietary Supplements by Pharmaceutical Compounds |
title_full_unstemmed | Chemometric Analysis of Low-field (1)H NMR Spectra for Unveiling Adulteration of Slimming Dietary Supplements by Pharmaceutical Compounds |
title_short | Chemometric Analysis of Low-field (1)H NMR Spectra for Unveiling Adulteration of Slimming Dietary Supplements by Pharmaceutical Compounds |
title_sort | chemometric analysis of low-field (1)h nmr spectra for unveiling adulteration of slimming dietary supplements by pharmaceutical compounds |
topic | Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7179456/ https://www.ncbi.nlm.nih.gov/pubmed/32155779 http://dx.doi.org/10.3390/molecules25051193 |
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