Literature DB >> 23606105

Classification of maize contaminated withFusarium Graminearum Using Mid-infrared Spectroscopy and Chemometrics.

G Kos1, H Lohninger, R Krska.   

Abstract

Advances in the development of a novel method for the detection ofFusarium graminearum employing mid-infrared spectroscopy are described. The dried and ground sample was sieved and the fraction with particle sizes between 250 and 100 μm was used for spectroscopy. The sample was pressed against a diamond ATR-crystal, mounted in the sample chamber of an FT-IR spectrometer and the mid-infrared absorption spectrum was recorded. The most prominent features in the spectrum were identified as protein, lipid and carbohydrate bands, which are changed by fungal infection. Multivariate data analysis was employed to detect the spectral changes: Principal component analysis (PCA) of mean centred data proved to be the most efficient method for the separation of contaminated maize from uninfected samples using the first two principal components. Ergosterol and the toxin deoxynivalenol (DON) served as reference parameters and were obtained from each sample using conventional analytical techniques. Samples with a toxin content of as low as 309 μg/kg could be separated from blank samples, which is well in the range of natural contamination. Investigated concentration ranges were 0.73-4.5 mg/kg for ergosterol and 0-2.6 mg/kg for DON. The percentage of correctly classified samples was between 75 and 100%.

Entities:  

Year:  2002        PMID: 23606105     DOI: 10.1007/BF02946074

Source DB:  PubMed          Journal:  Mycotoxin Res        ISSN: 0178-7888            Impact factor:   3.833


  3 in total

1.  Using mid-infrared Fourier-Transform-Spectroscopy with attenuated total reflection (FT-IR/ATR) as a tool for the determination ofFusarium graminearum on maize.

Authors:  G Kos; H Lohninger; R Krska
Journal:  Mycotoxin Res       Date:  2001-03       Impact factor: 3.833

2.  Identification of Fourier transform infrared photoacoustic spectral features for detection of Aspergillus flavus infection in corn.

Authors:  S H Gordon; R B Schudy; B C Wheeler; D T Wicklow; R V Greene
Journal:  Int J Food Microbiol       Date:  1997-04-01       Impact factor: 5.277

3.  Determination of ergosterol in cereals, mixed feed components, and mixed feeds by liquid chromatography.

Authors:  K Schwadorf; H M Müller
Journal:  J Assoc Off Anal Chem       Date:  1989 May-Jun
  3 in total

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