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Rapid screening of ochratoxin A in wheat by infrared spectroscopy

Articolo
Data di Pubblicazione:
2019
Abstract:
The use of infrared spectroscopy for the screening of 229 unprocessed durum wheat samples naturally contaminated with OTA has been investigated. Samples were analysed by both Fourier Transform near- and mid-infrared spectroscopy (FT-NIR, FT-MIR). Partial-Least Squares-Discriminant Analysis (PLS-DA) and Principal Component-Linear Discriminant Analysis (PC-LDA) classification models were used to differentiate highly contaminated durum wheat samples from low contaminated ones and the performances of the resulting models were compared. The overall discrimination rates were higher than 94% for both FT-NIR and FT-MIR range by using a cut-off limit set at 2 µg/kg OTA, independently from the classification model used thus confirming the reliability of the two statistical approaches used. False compliant rates of 6% were obtained for both spectral ranges and both classification models. These findings indicate that FT-NIR, as well as FT-MIR analysis, might be a promising, inexpensive and easy-to-use screening tool to rapidly discriminate unprocessed wheat samples for OTA content.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Ochratoxin A Unprocessed wheat FT-NIR/MIR spectroscopy Screening method Principal component analysis Linear discriminant analysis
Elenco autori:
DE GIROLAMO, Annalisa; Lippolis, Vincenzo; Pascale, Michelangelo; Cervellieri, Salvatore
Autori di Ateneo:
CERVELLIERI SALVATORE
DE GIROLAMO ANNALISA
LIPPOLIS VINCENZO
PASCALE MICHELANGELO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/392227
Pubblicato in:
FOOD CHEMISTRY
Journal
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https://www.sciencedirect.com/science/article/abs/pii/S030881461930038X
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