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Rapid Analysis of Deoxynivalenol in Durum Wheat by FT-NIR Spectroscopy

Authors :
Annalisa De Girolamo
Salvatore Cervellieri
Angelo Visconti
Michelangelo Pascale
Source :
Toxins, Vol 6, Iss 11, Pp 3129-3143 (2014)
Publication Year :
2014
Publisher :
MDPI AG, 2014.

Abstract

Fourier-transform-near infrared (FT-NIR) spectroscopy has been used to develop quantitative and classification models for the prediction of deoxynivalenol (DON) levels in durum wheat samples. Partial least-squares (PLS) regression analysis was used to determine DON in wheat samples in the range of 2,500 µg/kg) (LDA I). A second approach was used to discriminate highly contaminated wheat samples based on three different cut-off limits, namely 1,000 (LDA II), 1,200 (LDA III) and 1,400 µg/kg DON (LDA IV). The overall classification and false compliant rates for the three models were 75%–90% and 3%–7%, respectively, with model LDA IV using a cut-off of 1,400 µg/kg fulfilling the requirement of the European official guidelines for screening methods. These findings confirmed the suitability of FT-NIR to screen a large number of wheat samples for DON contamination and to verify the compliance with EU regulation.

Details

Language :
English
ISSN :
20726651
Volume :
6
Issue :
11
Database :
Directory of Open Access Journals
Journal :
Toxins
Publication Type :
Academic Journal
Accession number :
edsdoj.40e5400f58ac4f669e350c3710d54d4d
Document Type :
article
Full Text :
https://doi.org/10.3390/toxins6113129