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 50 条
  • [1] Research on Determination of Total Acid Number of Petroleum Using Mid-infrared Attenuated Total Reflection Spectroscopy
    Li Jingyan
    Chu Xiaoli
    Tian Songbai
    ENERGY & FUELS, 2012, 26 (09) : 5633 - 5637
  • [2] Multivariate calibration for the determination of analytes in urine using mid-infrared attenuated total reflection spectroscopy
    Heise, HM
    Voigt, G
    Lampen, P
    Küpper, L
    Rudloff, S
    Werner, G
    APPLIED SPECTROSCOPY, 2001, 55 (04) : 434 - 443
  • [3] Determination of multi-properties of residual oils using mid-infrared attenuated total reflection spectroscopy
    Yuan Hongfu
    Chu Xiaoli
    Li Haoran
    Xu Yupeng
    FUEL, 2006, 85 (12-13) : 1720 - 1728
  • [4] Fourier transform mid-infrared spectroscopy with attenuated total reflection (FT-IR/ATR) as a tool for the detection of Fusarium fungi on maize
    Kos, G
    Lohninger, H
    Krska, R
    VIBRATIONAL SPECTROSCOPY, 2002, 29 (1-2) : 115 - 119
  • [5] The mid-infrared (attenuated total reflection) spectroscopy of ethylene carbonate in water
    Brooksby, PA
    Fawcett, WR
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2001, 57 (06) : 1207 - 1221
  • [6] Attenuated Total Reflection Mid-Infrared (ATR-MIR) Spectroscopy and Chemometrics for the Identification and Classification of Commercial Tannins
    Ricci, Arianna
    Parpinello, Giuseppina P.
    Olejar, Kenneth J.
    Kilmartin, Paul A.
    Versari, Andrea
    APPLIED SPECTROSCOPY, 2015, 69 (11) : 1243 - 1250
  • [7] Mid-infrared spectroscopy and chemometrics in corn starch classification
    Dupuy, N
    Wojciechowski, C
    Ta, CD
    Huvenne, JP
    Legrand, P
    JOURNAL OF MOLECULAR STRUCTURE, 1997, 410 : 551 - 554
  • [9] Determination of glucose and albumin in urine using mid-infrared attenuated total reflection system
    Liu, Weiling
    Liu, Libing
    Xu, Kexin
    Yu, Qilian
    2006 IEEE INTERNATIONAL CONFERENCE ON INFORMATION ACQUISITION, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2006, : 1248 - 1252
  • [10] Using mid-infrared fourier-transform-spectroscopy with attenuated total reflection (FT-IR/ATR) as a tool for the determination of Fusarium Graminearum on Maize
    Kos G.
    Lohninger H.
    Krska R.
    Mycotoxin Research, 2001, 17 (Suppl 1) : 102 - 106