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Authentication of beef versus horse meat using 60 MHz (1)H NMR spectroscopy
This work reports a candidate screening protocol to distinguish beef from horse meat based upon comparison of triglyceride signatures obtained by 60 MHz (1)H NMR spectroscopy. Using a simple chloroform-based extraction, we obtained classic low-field triglyceride spectra from typically a 10 min acqui...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Applied Science Publishers
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4308633/ https://www.ncbi.nlm.nih.gov/pubmed/25577043 http://dx.doi.org/10.1016/j.foodchem.2014.11.110 |
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author | Jakes, W. Gerdova, A. Defernez, M. Watson, A.D. McCallum, C. Limer, E. Colquhoun, I.J. Williamson, D.C. Kemsley, E.K. |
author_facet | Jakes, W. Gerdova, A. Defernez, M. Watson, A.D. McCallum, C. Limer, E. Colquhoun, I.J. Williamson, D.C. Kemsley, E.K. |
author_sort | Jakes, W. |
collection | PubMed |
description | This work reports a candidate screening protocol to distinguish beef from horse meat based upon comparison of triglyceride signatures obtained by 60 MHz (1)H NMR spectroscopy. Using a simple chloroform-based extraction, we obtained classic low-field triglyceride spectra from typically a 10 min acquisition time. Peak integration was sufficient to differentiate samples of fresh beef (76 extractions) and horse (62 extractions) using Naïve Bayes classification. Principal component analysis gave a two-dimensional “authentic” beef region (p = 0.001) against which further spectra could be compared. This model was challenged using a subset of 23 freeze–thawed training samples. The outcomes indicated that storing samples by freezing does not adversely affect the analysis. Of a further collection of extractions from previously unseen samples, 90/91 beef spectra were classified as authentic, and 16/16 horse spectra as non-authentic. We conclude that 60 MHz (1)H NMR represents a feasible high-throughput approach for screening raw meat. |
format | Online Article Text |
id | pubmed-4308633 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Elsevier Applied Science Publishers |
record_format | MEDLINE/PubMed |
spelling | pubmed-43086332015-05-15 Authentication of beef versus horse meat using 60 MHz (1)H NMR spectroscopy Jakes, W. Gerdova, A. Defernez, M. Watson, A.D. McCallum, C. Limer, E. Colquhoun, I.J. Williamson, D.C. Kemsley, E.K. Food Chem Rapid Communication This work reports a candidate screening protocol to distinguish beef from horse meat based upon comparison of triglyceride signatures obtained by 60 MHz (1)H NMR spectroscopy. Using a simple chloroform-based extraction, we obtained classic low-field triglyceride spectra from typically a 10 min acquisition time. Peak integration was sufficient to differentiate samples of fresh beef (76 extractions) and horse (62 extractions) using Naïve Bayes classification. Principal component analysis gave a two-dimensional “authentic” beef region (p = 0.001) against which further spectra could be compared. This model was challenged using a subset of 23 freeze–thawed training samples. The outcomes indicated that storing samples by freezing does not adversely affect the analysis. Of a further collection of extractions from previously unseen samples, 90/91 beef spectra were classified as authentic, and 16/16 horse spectra as non-authentic. We conclude that 60 MHz (1)H NMR represents a feasible high-throughput approach for screening raw meat. Elsevier Applied Science Publishers 2015-05-15 /pmc/articles/PMC4308633/ /pubmed/25577043 http://dx.doi.org/10.1016/j.foodchem.2014.11.110 Text en © 2014 The Authors http://creativecommons.org/licenses/by-nc-nd/3.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/3.0/). |
spellingShingle | Rapid Communication Jakes, W. Gerdova, A. Defernez, M. Watson, A.D. McCallum, C. Limer, E. Colquhoun, I.J. Williamson, D.C. Kemsley, E.K. Authentication of beef versus horse meat using 60 MHz (1)H NMR spectroscopy |
title | Authentication of beef versus horse meat using 60 MHz (1)H NMR spectroscopy |
title_full | Authentication of beef versus horse meat using 60 MHz (1)H NMR spectroscopy |
title_fullStr | Authentication of beef versus horse meat using 60 MHz (1)H NMR spectroscopy |
title_full_unstemmed | Authentication of beef versus horse meat using 60 MHz (1)H NMR spectroscopy |
title_short | Authentication of beef versus horse meat using 60 MHz (1)H NMR spectroscopy |
title_sort | authentication of beef versus horse meat using 60 mhz (1)h nmr spectroscopy |
topic | Rapid Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4308633/ https://www.ncbi.nlm.nih.gov/pubmed/25577043 http://dx.doi.org/10.1016/j.foodchem.2014.11.110 |
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