Abstract

Deoxynivalenol (DON) is the most common Fusarium-mycotoxin among the type B group of trichothecenes found at high concentration in cereals mainly produced by Fusarium graminearum and Fusarium culmorum. Analytical methods for the rapid evaluation of mycotoxins contamination of grains are highly needed in order to prevent the food chain contamination. The synthesis of mycotoxins is often associated with the production of volatile organic compounds (VOCs). These, when detectable through the use of suitable methods of analysis, represent a “fingerprint” of the contaminated samples. PTR-TOFMS technology was used for a rapid and efficient detection of DON in naturally contaminated durum wheat grain samples, by evaluating the correlations between selected patterns of volatile organic compounds with DON concentration. A partial least square (PLS) regression was used to efficiently quantify the DON value (r = 0.94 in the test set). A partial least squares discriminant analysis (PLSDA) was used to classify the samples above or below the fixed DON value of 1750 μg/kg (91.9% of correct classification in the test set). Eight VOCs have been proven as good indicators in discriminating wheat samples, with DON concentration values above/below the legal limit 1750 μg/kg, using both class-modeling approaches, partial least square (PLS) analysis and partial least squares discriminant analysis (PLSDA). The obtained results show a promising use of the PTR-TOFMS for the application of rapid, non-destructive, and massive screening of DON contaminated durum wheat samples.

Full Text
Paper version not known

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call

Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.