Determination of glucosinolates in broccoli (Brassica oleracea var. italica) by combining mid‐infrared (MIR) spectroscopy with chemometrics
dc.contributor.author | Redha, AA | |
dc.contributor.author | Langston, F | |
dc.contributor.author | Nash, GR | |
dc.contributor.author | Bows, JR | |
dc.contributor.author | Torquati, L | |
dc.contributor.author | Gidley, MJ | |
dc.contributor.author | Cozzolino, D | |
dc.date.accessioned | 2023-09-04T08:23:03Z | |
dc.date.issued | 2023-08-24 | |
dc.date.updated | 2023-09-02T12:05:58Z | |
dc.description.abstract | Glucosinolates (GSLs), compounds with potential chemo-preventative properties, can be affected by pre- and post-harvest processes. Therefore, monitoring their content is important for the food and agricultural industries. This study evaluates the application of mid-infrared (MIR) spectroscopy for the determination of GSLs in commercial broccoli (Brassica oleracea var. italica). Broccoli (n = 53) from different varieties were analysed using MIR spectroscopy and high-performance liquid chromatography to develop partial least squares models for six individual GLSs, total indolic glucosinolates and total GSLs. The coefficient of determination in cross-validation (R2cv) of 0.50–0.78 whereas residual predictive deviation (RPD) values of 1.35–2.19 for different GSLs. Cross-validation models developed using Tenderstem® broccoli yielded an of 0.41–0.91 and an RPD of 0.81–2.97. This study showed that MIR spectroscopy can be considered for the determination of some broccoli GSLs. Differences in the loadings between the models demonstrated that variations in broccoli composition can influence the cross-validation models for GSLs. | en_GB |
dc.description.sponsorship | PepsiCo, Inc. | en_GB |
dc.description.sponsorship | QUEX Institute | en_GB |
dc.identifier.citation | Published online 24 August 2023 | en_GB |
dc.identifier.doi | https://doi.org/10.1111/ijfs.16664 | |
dc.identifier.uri | http://hdl.handle.net/10871/133919 | |
dc.language.iso | en | en_GB |
dc.publisher | Wiley / Institute of Food, Science and Technology (IFSTTF) | en_GB |
dc.rights | © 2023 The Authors. International Journal of Food Science & Technology published by John Wiley & Sons Ltd on behalf of Institute of Food, Science and Technology (IFSTTF). This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited | en_GB |
dc.subject | Broccoli | en_GB |
dc.subject | chemometrics | en_GB |
dc.subject | glucosinolates | en_GB |
dc.subject | infrared spectroscopy | en_GB |
dc.subject | quantification | en_GB |
dc.title | Determination of glucosinolates in broccoli (Brassica oleracea var. italica) by combining mid‐infrared (MIR) spectroscopy with chemometrics | en_GB |
dc.type | Article | en_GB |
dc.date.available | 2023-09-04T08:23:03Z | |
dc.identifier.issn | 1684-8462 | |
dc.description | This is the final version. Available on open access from Wiley via the DOI in this record | en_GB |
dc.description | Data availability statement: The data that support the findings of this study are available from the corresponding author upon reasonable request. | en_GB |
dc.identifier.eissn | 1365-2621 | |
dc.identifier.journal | International Journal of Food Science + Technology | en_GB |
dc.relation.ispartof | International Journal of Food Science & Technology | |
dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | en_GB |
dcterms.dateAccepted | 2023-08-20 | |
rioxxterms.version | VoR | en_GB |
rioxxterms.licenseref.startdate | 2023-08-24 | |
rioxxterms.type | Journal Article/Review | en_GB |
refterms.dateFCD | 2023-09-04T08:20:46Z | |
refterms.versionFCD | VoR | |
refterms.dateFOA | 2023-09-04T08:23:04Z | |
refterms.panel | A | en_GB |
refterms.dateFirstOnline | 2023-08-24 |
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This is an open access article under the terms of the Creative Commons Attribution License, which permits use,
distribution and reproduction in any medium, provided the original work is properly cited