Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Hur, Suel Hye, Kim, Seyeon, Kim, Hyoyoung, Jeong, Seongsoo, Chung, Hoeil, Kim, Yong-Kyoung, Kim, Ho Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
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
_version_ 1785062604180291584
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
work_keys_str_mv AT hursuelhye geographicaldiscriminationofdriedchilipeppersusingfemtosecondlaserablationinductivelycoupledplasmamassspectrometryfslaicpms
AT kimseyeon geographicaldiscriminationofdriedchilipeppersusingfemtosecondlaserablationinductivelycoupledplasmamassspectrometryfslaicpms
AT kimhyoyoung geographicaldiscriminationofdriedchilipeppersusingfemtosecondlaserablationinductivelycoupledplasmamassspectrometryfslaicpms
AT jeongseongsoo geographicaldiscriminationofdriedchilipeppersusingfemtosecondlaserablationinductivelycoupledplasmamassspectrometryfslaicpms
AT chunghoeil geographicaldiscriminationofdriedchilipeppersusingfemtosecondlaserablationinductivelycoupledplasmamassspectrometryfslaicpms
AT kimyongkyoung geographicaldiscriminationofdriedchilipeppersusingfemtosecondlaserablationinductivelycoupledplasmamassspectrometryfslaicpms
AT kimhojin geographicaldiscriminationofdriedchilipeppersusingfemtosecondlaserablationinductivelycoupledplasmamassspectrometryfslaicpms