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Rapid Analysis of Deoxynivalenol in Durum Wheat by FT-NIR Spectroscopy
- 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.
- Subjects :
- deoxynivalenol
FT-NIR
rapid method
wheat
LDA
PLS
Medicine
Subjects
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