Development of a method for the determination of Fusarium fungi on corn using mid-infrared spectroscopy with attenuated total reflection and chemometrics

被引:106
作者
Kos, G [1 ]
Lohninger, H [1 ]
Krska, R [1 ]
机构
[1] IFA Tulln, Ctr Analyt Chem, A-3430 Tulln, Austria
关键词
D O I
10.1021/ac0260903
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
A novel method, which enables the determination of fungal infection with Fusarium graminearum on corn within minutes, is presented. The ground sample was sieved and the particle size fraction between >250 and 100 mum was used for mid-infrared/attenuated total reflection (ATR) measurements. The sample was pressed onto the AIR crystal, and reproducible pressure was applied. After the spectra were recorded, they were subjected to principle component analysis (PCA) and classified using cluster analysis. Observed changes in the spectra reflected changes in protein, carbohydrate, and lipid contents. Ergosterol (for the total fungal biomass) and the toxin deoxynivalenol. (DON; a secondary metabolite) of Fusarium fungi served as reference parameters, because of their relevance for the examination of corn based food and feed. The repeatability was highly improved by sieving prior to recording the spectra, resulting in a better clustering in PCA score/score plots. The developed method enabled the separation of samples with a toxin content of as low as 3 10 mug/kg from noncontaminated (blank) samples. Investigated concentration ranges were 880-3600 mug/kg for ergosterol and 310-2596 mug/kg for DON. The percentage of correctly classified samples was up to 100% for individual samples compared with a number of blank samples.
引用
收藏
页码:1211 / 1217
页数:7
相关论文
共 30 条
  • [1] [Anonymous], 1994, 11265 ISO
  • [2] BECHTEL DB, 1985, CEREAL CHEM, V62, P191
  • [3] Fusarium mycotoxins:: a review of global implications for animal health, welfare and productivity
    D'Mello, JPF
    Placinta, CM
    Macdonald, AMC
    [J]. ANIMAL FEED SCIENCE AND TECHNOLOGY, 1999, 80 (3-4) : 183 - 205
  • [4] European Committee for Standardization, 2000, DOUE, P1
  • [5] *GIPSA, 2002, GRAIN FUNG DIS MYC R, pCH2
  • [6] Neural network pattern recognition of photoacoustic FTIR spectra and knowledge-based techniques for detection of mycotoxigenic fungi in food grains
    Gordon, SH
    Wheeler, BC
    Schudy, RB
    Wicklow, DT
    Greene, RV
    [J]. JOURNAL OF FOOD PROTECTION, 1998, 61 (02) : 221 - 230
  • [7] Identification of Fourier transform infrared photoacoustic spectral features for detection of Aspergillus flavus infection in corn
    Gordon, SH
    Schudy, RB
    Wheeler, BC
    Wicklow, DT
    Greene, RV
    [J]. INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 1997, 35 (02) : 179 - 186
  • [8] MULTIVARIATE FTIR ANALYSIS OF SUBSTRATES FOR PROTEIN, POLYSACCHARIDE, LIPID AND MICROBE CONTENT - POTENTIAL FOR SOLID-STATE FERMENTATIONS
    GORDON, SH
    GREEN, RV
    WHEELER, BC
    JAMES, C
    [J]. BIOTECHNOLOGY ADVANCES, 1993, 11 (03) : 665 - 675
  • [9] DETECTION OF FUNGAL CONTAMINATION IN CORN - POTENTIAL OF FTIR-PAS AND FTIR-DRS
    GREENE, RV
    GORDON, SH
    JACKSON, MA
    BENNETT, GA
    MCCLELLAND, JF
    JONES, RW
    [J]. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1992, 40 (07) : 1144 - 1149
  • [10] HOCHSTEINER W, 2001, TIERARZTL MONATSSCHR, P342