A comparative study of mid-infrared diffuse reflection (DR) and attenuated total reflection (ATR) spectroscopy for the detection of fungal infection on RWA2-corn

被引:0
|
作者
Gregor Kos
Rudolf Krska
Hans Lohninger
Peter R. Griffiths
机构
[1] Center for Analytical Chemistry,Institute for Agrobiotechnology (IFA
[2] Vienna University of Technology,Tulln)
[3] University of Idaho,Institute for Chemical Technologies and Analytics, Analytical Chemistry Division
来源
关键词
Attenuated total reflection; Diffuse reflection; Mid-infrared spectroscopy; Comparison study; Cereals; Mycotoxins;
D O I
暂无
中图分类号
学科分类号
摘要
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 μg/kg for ergosterol and 300–2600 μg/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 μg/kg (DR) and 490 μg/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.
引用
收藏
页码:159 / 166
页数:7
相关论文
共 50 条
  • [1] A comparative study of mid-infrared diffuse reflection (DR) and attenuated total reflection (ATR) spectroscopy for the detection of fungal infection on RWA2-corn
    Kos, G
    Krska, R
    Lohninger, H
    Griffiths, PR
    ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2004, 378 (01) : 159 - 166
  • [2] Soil Nutrient Detection Method Based on Combining Mid-Infrared Attenuated Total Reflection and Diffuse Reflectance Spectroscopy
    Chen Chen
    Li Zhi-wei
    Dong Da-ming
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2017, 37 (11) : 3557 - 3561
  • [3] 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
  • [4] 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
  • [5] Checking counterfeiting of pharmaceutical products by attenuated total reflection mid-infrared spectroscopy
    Mittal, Manya
    Sharma, Kritika
    Rathore, Anurag
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2021, 255
  • [6] 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
  • [7] Development of a method for the determination of Fusarium fungi on corn using mid-infrared spectroscopy with attenuated total reflection and chemometrics
    Kos, G
    Lohninger, H
    Krska, R
    ANALYTICAL CHEMISTRY, 2003, 75 (05) : 1211 - 1217
  • [8] Screening of Wolbachia Endosymbiont Infection in Aedes aegypti Mosquitoes Using Attenuated Total Reflection Mid-Infrared Spectroscopy
    Khoshmanesh, Aazam
    Christensen, Dale
    Perez-Guaita, David
    Iturbe-Ormaetxe, Inaki
    O'Neill, Scott L.
    McNaughton, Don
    Wood, Bayden R.
    ANALYTICAL CHEMISTRY, 2017, 89 (10) : 5285 - 5293
  • [9] Characterization of Xenorhabdus and Photorhabdus bacteria by Fourier transform mid-infrared spectroscopy with attenuated total reflection (FT-IR/ATR)
    San-Blas, Ernesto
    Cubillan, Nestor
    Guerra, Mayamaru
    Portillo, Edgar
    Esteves, Ivan
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2012, 93 : 58 - 62
  • [10] Optimisation of a sample preparation procedure for the screening of fungal infection and assessment of deoxynivalenol content in maize using mid-infrared attenuated total reflection spectroscopy
    Kos, Gregor
    Lohninger, Hans
    Mizaikoff, Boris
    Krska, Rudolf
    FOOD ADDITIVES AND CONTAMINANTS, 2007, 24 (07): : 721 - 729