A comparative study of mid-infrared diffuse reflection (DR) and attenuated total reflection (ATR) spectroscopy for the detection of fungal infection on RWA2-corn |
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Authors: | Gregor?Kos,Rudolf?Krska author-information" > author-information__contact u-icon-before" > mailto:gkos@ifa-tulln.ac.at" title=" gkos@ifa-tulln.ac.at" itemprop=" email" data-track=" click" data-track-action=" Email author" data-track-label=" " >Email author,Hans?Lohninger,Peter?R.?Griffiths |
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Affiliation: | (1) Institute for Agrobiotechnology (IFA-Tulln), Center for Analytical Chemistry, Konrad Lorenz Strasse 20, 3430 Tulln, Austria;(2) Institute for Chemical Technologies and Analytics, Analytical Chemistry Division, Vienna University of Technology, Getreidemarkt 9/151, 1060 Vienna, Austria;(3) Department of Chemistry, University of Idaho, Renfrew Hall, Moscow, ID 83844–2343, USA |
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Abstract: | An investigation into the rapid detection of mycotoxin-producing fungi on corn by two mid-infrared spectroscopic techniques was undertaken. Corn samples from a single genotype (RWA2, blanks, and contaminated with Fusarium graminearum) were ground, sieved and, after appropriate sample preparation, subjected to mid-infrared spectroscopy using two different accessories (diffuse reflection and attenuated total reflection). The measured spectra were evaluated with principal component analysis (PCA) and the blank and contaminated samples were classified by cluster analysis. Reference data for fungal metabolites were obtained with conventional methods. After extraction and clean-up, each sample was analyzed for the toxin deoxynivalenol (DON) by gas chromatography with electron capture detection (GC-ECD) and ergosterol (a parameter for the total fungal biomass) by high-performance liquid chromatography with diode array detection (HPLC-DAD). The concentration ranges for contaminated samples were 880–3600 g/kg for ergosterol and 300–2600 g/kg for DON. Classification efficiency was 100% for ATR spectra. DR spectra did not show as obvious a clustering of contaminated and blank samples. Results and trends were also observed in single spectra plots. Quantification using a PLS1 regression algorithm showed good correlation with DON reference data, but a rather high standard error of prediction (SEP) with 600 g/kg (DR) and 490 g/kg (ATR), respectively, for ergosterol. Comparing measurement procedures and results showed advantages for the ATR technique, mainly owing to its ease of use and the easier interpretation of results that were better with respect to classification and quantification. |
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Keywords: | Attenuated total reflection Diffuse reflection Mid-infrared spectroscopy Comparison study Cereals Mycotoxins |
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