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Geographical discrimination of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsLA-ICP-MS)
This study presents a method for discriminating the geographical origin of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsLA-ICP-MS) and multivariate analysis, such as orthogonal partial least squares discriminant analysis (OPLS-DA), heatmap anal...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10290993/ https://www.ncbi.nlm.nih.gov/pubmed/37377492 http://dx.doi.org/10.1016/j.crfs.2023.100532 |
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author | Hur, Suel Hye Kim, Seyeon Kim, Hyoyoung Jeong, Seongsoo Chung, Hoeil Kim, Yong-Kyoung Kim, Ho Jin |
author_facet | Hur, Suel Hye Kim, Seyeon Kim, Hyoyoung Jeong, Seongsoo Chung, Hoeil Kim, Yong-Kyoung Kim, Ho Jin |
author_sort | Hur, Suel Hye |
collection | PubMed |
description | This study presents a method for discriminating the geographical origin of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsLA-ICP-MS) and multivariate analysis, such as orthogonal partial least squares discriminant analysis (OPLS-DA), heatmap analysis, and canonical discriminant analysis (CDA). Herein, 102 samples were analyzed for the content of 33 elements using optimized conditions of 200 Hz (repetition rate), 50 μm (spot size), and 90% (energy). Significant differences in count per second (cps) values of the elements were observed between domestic and imported peppers, with variations of up to 5.66 times ((133)Cs). The OPLS-DA model accuracy achieved an R(2) of 0.811 and a Q(2) of 0.733 for distinguishing dried chili peppers of different geographical origins. The variable importance in projection (VIP) and s-plot identified elements 10 and 3 as key to the OPLS-DA model, and in the heatmap, six elements were estimated to be significant in discriminating between domestic and imported samples. Furthermore, CDA showed a high accuracy of 99.02%. This method can ensure food safety for consumers, and accurately determine the geographic origin of agricultural products. |
format | Online Article Text |
id | pubmed-10290993 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-102909932023-06-27 Geographical discrimination of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsLA-ICP-MS) Hur, Suel Hye Kim, Seyeon Kim, Hyoyoung Jeong, Seongsoo Chung, Hoeil Kim, Yong-Kyoung Kim, Ho Jin Curr Res Food Sci Research Article This study presents a method for discriminating the geographical origin of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsLA-ICP-MS) and multivariate analysis, such as orthogonal partial least squares discriminant analysis (OPLS-DA), heatmap analysis, and canonical discriminant analysis (CDA). Herein, 102 samples were analyzed for the content of 33 elements using optimized conditions of 200 Hz (repetition rate), 50 μm (spot size), and 90% (energy). Significant differences in count per second (cps) values of the elements were observed between domestic and imported peppers, with variations of up to 5.66 times ((133)Cs). The OPLS-DA model accuracy achieved an R(2) of 0.811 and a Q(2) of 0.733 for distinguishing dried chili peppers of different geographical origins. The variable importance in projection (VIP) and s-plot identified elements 10 and 3 as key to the OPLS-DA model, and in the heatmap, six elements were estimated to be significant in discriminating between domestic and imported samples. Furthermore, CDA showed a high accuracy of 99.02%. This method can ensure food safety for consumers, and accurately determine the geographic origin of agricultural products. Elsevier 2023-06-08 /pmc/articles/PMC10290993/ /pubmed/37377492 http://dx.doi.org/10.1016/j.crfs.2023.100532 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Hur, Suel Hye Kim, Seyeon Kim, Hyoyoung Jeong, Seongsoo Chung, Hoeil Kim, Yong-Kyoung Kim, Ho Jin Geographical discrimination of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsLA-ICP-MS) |
title | Geographical discrimination of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsLA-ICP-MS) |
title_full | Geographical discrimination of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsLA-ICP-MS) |
title_fullStr | Geographical discrimination of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsLA-ICP-MS) |
title_full_unstemmed | Geographical discrimination of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsLA-ICP-MS) |
title_short | Geographical discrimination of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsLA-ICP-MS) |
title_sort | geographical discrimination of dried chili peppers using femtosecond laser ablation-inductively coupled plasma-mass spectrometry (fsla-icp-ms) |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10290993/ https://www.ncbi.nlm.nih.gov/pubmed/37377492 http://dx.doi.org/10.1016/j.crfs.2023.100532 |
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