Use of LC-Orbitrap MS and FT-NIRS with multivariate analysis to determine geographic origin of Boston butt pork
To avoid fraudulent practices, LC-Orbitrap and FT-NIRS combined with multivariate analysis was used to distinguish between 53 Korean and foreign Boston butt samples; forty were used to establish the calibration model and 13 were used as an external validation set. Twenty metabolites were determined...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Taylor & Francis Group
2022-12-01
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| Series: | International Journal of Food Properties |
| Subjects: | |
| Online Access: | http://dx.doi.org/10.1080/10942912.2022.2027962 |
| _version_ | 1798024873945071616 |
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| author | Lee Ji Hye An Jae Min Kang Dong Jin Kim Ho Jin Lee Seong Hun |
| author_facet | Lee Ji Hye An Jae Min Kang Dong Jin Kim Ho Jin Lee Seong Hun |
| author_sort | Lee Ji Hye |
| collection | DOAJ |
| description | To avoid fraudulent practices, LC-Orbitrap and FT-NIRS combined with multivariate analysis was used to distinguish between 53 Korean and foreign Boston butt samples; forty were used to establish the calibration model and 13 were used as an external validation set. Twenty metabolites were determined to be good indicators of geographic origin. Both LC-Orbitrap with CDA model based on 20 metabolites and FT-NIRS with PLS achieved 100% efficiency in identifying Korean and foreign samples; overall predictive rates for LC-Orbitrap (94.9%) and FT-NIRS (100%). Thus, combined use of LC-Orbitrap and FT-NIRS could be proposed to determine reliably discriminate geographic origins of pork samples. |
| first_indexed | 2024-04-11T18:09:38Z |
| format | Article |
| id | doaj.art-59a4f2e5dbfb4362b7afe4c07a54e785 |
| institution | Directory Open Access Journal |
| issn | 1094-2912 1532-2386 |
| language | English |
| last_indexed | 2024-04-11T18:09:38Z |
| publishDate | 2022-12-01 |
| publisher | Taylor & Francis Group |
| record_format | Article |
| series | International Journal of Food Properties |
| spelling | doaj.art-59a4f2e5dbfb4362b7afe4c07a54e7852022-12-22T04:10:09ZengTaylor & Francis GroupInternational Journal of Food Properties1094-29121532-23862022-12-0125112814310.1080/10942912.2022.20279622027962Use of LC-Orbitrap MS and FT-NIRS with multivariate analysis to determine geographic origin of Boston butt porkLee Ji Hye0An Jae Min1Kang Dong Jin2Kim Ho Jin3Lee Seong Hun4Experiment Research Institute, National Agricultural Products Quality Management ServiceExperiment Research Institute, National Agricultural Products Quality Management ServiceExperiment Research Institute, National Agricultural Products Quality Management ServiceExperiment Research Institute, National Agricultural Products Quality Management ServiceExperiment Research Institute, National Agricultural Products Quality Management ServiceTo avoid fraudulent practices, LC-Orbitrap and FT-NIRS combined with multivariate analysis was used to distinguish between 53 Korean and foreign Boston butt samples; forty were used to establish the calibration model and 13 were used as an external validation set. Twenty metabolites were determined to be good indicators of geographic origin. Both LC-Orbitrap with CDA model based on 20 metabolites and FT-NIRS with PLS achieved 100% efficiency in identifying Korean and foreign samples; overall predictive rates for LC-Orbitrap (94.9%) and FT-NIRS (100%). Thus, combined use of LC-Orbitrap and FT-NIRS could be proposed to determine reliably discriminate geographic origins of pork samples.http://dx.doi.org/10.1080/10942912.2022.2027962porkboston buttlc-orbitrapft-nirsgeographical originmultivariate analysis |
| spellingShingle | Lee Ji Hye An Jae Min Kang Dong Jin Kim Ho Jin Lee Seong Hun Use of LC-Orbitrap MS and FT-NIRS with multivariate analysis to determine geographic origin of Boston butt pork International Journal of Food Properties pork boston butt lc-orbitrap ft-nirs geographical origin multivariate analysis |
| title | Use of LC-Orbitrap MS and FT-NIRS with multivariate analysis to determine geographic origin of Boston butt pork |
| title_full | Use of LC-Orbitrap MS and FT-NIRS with multivariate analysis to determine geographic origin of Boston butt pork |
| title_fullStr | Use of LC-Orbitrap MS and FT-NIRS with multivariate analysis to determine geographic origin of Boston butt pork |
| title_full_unstemmed | Use of LC-Orbitrap MS and FT-NIRS with multivariate analysis to determine geographic origin of Boston butt pork |
| title_short | Use of LC-Orbitrap MS and FT-NIRS with multivariate analysis to determine geographic origin of Boston butt pork |
| title_sort | use of lc orbitrap ms and ft nirs with multivariate analysis to determine geographic origin of boston butt pork |
| topic | pork boston butt lc-orbitrap ft-nirs geographical origin multivariate analysis |
| url | http://dx.doi.org/10.1080/10942912.2022.2027962 |
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