Advancements in IR spectroscopic approaches for the determination of fungal derived contaminations in food crops
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  • 作者:David McMullin (1)
    Boris Mizaikoff (2)
    Rudolf Krska (1)

    1. Center for Analytical Chemistry
    ; Department for Agrobiotechnology ; University of Natural Resources and Applied Life Sciences Vienna ; Konrad-Lorenz-Stra脽e 20 ; 3430 ; Tulln ; Austria
    2. Institute of Analytical and Bioanalytical Chemistry
    ; University of Ulm ; Albert-Einstein-Allee 11 ; 89075 ; Ulm ; Germany
  • 关键词:IR spectroscopy ; Mycotoxin contamination ; Chemometrics ; Rapid methods ; Food chain safety
  • 刊名:Analytical and Bioanalytical Chemistry
  • 出版年:2015
  • 出版时间:January 2015
  • 年:2015
  • 卷:407
  • 期:3
  • 页码:653-660
  • 全文大小:405 KB
  • 参考文献:1. Bennett JW, Klich M (2003) Mycotoxins. Clin Microbiol Rev 16:497鈥?16 CrossRef
    2. JECFA (2002) Evaluation of certain mycotoxins in food. (Joint FAO/WHO expert committee on food additives report 56) WHO Tech Rep 906
    3. Dohlman E (2014) Mycotoxin hazards and regulations. Impacts on food and animal feed crop trade. International Trade and Food Safety/AER-828
    4. CAST (2003) Mycotoxins: Risks in plants, animals and human systems. Council for agricultural sciences and technology
    5. Miller JD, Schaafsma A, Bhatnagar D, Bondy G, Carbone I, Harris L, Harrison G, Munkvold G, Oswald I, Pestka J, Sharpe L, Sumarah M, Tittlemier S, Zhou T (2014) Mycotoxins that affect the North American agri-food sector: state of the art and directions for the future. World Mycotoxin J 7:63鈥?2 CrossRef
    6. Meulenberg EP (2012) Immunochemical methods for ochratoxin A detection: a review. Toxins 4:244鈥?66 CrossRef
    7. Berthiller F, Schuhmacher R, Buttinger G, Krska R (2005) Rapid simultaneous determination of major type A- and B-trichothecenes as well as zearalenone in maize by high performance liquid chromatography-tandem mass spectrometry. J Chromatogr A 1062:209鈥?16 CrossRef
    8. Sulyok M, Berthiller F, Krska R, Schuhmacher R (2006) Development and validation of a liquid chromatography/tandem mass spectrometric method for the determination of 39 mycotoxins in wheat and maize. Rapid Commun Mass Spectrom 20:2649鈥?659 CrossRef
    9. Krska R, Schubert-Ullrich P, Molinelli A, Sulyok M, MacDonald S, Crews C (2008) Mycotoxin analysis: an update. Food Addit Contam 25:152鈥?63 CrossRef
    10. McKeague M, Bradley C, Degirolamo A, Visconti A, Miller JD, DeRosa M (2011) Screening and initial binding assessment of fumonisin B1 aptamers. Int J Mol Sci 11:4864鈥?881 CrossRef
    11. Caputo D, De Cesare G, Fanelli C, Manetti C, Nascetti A, Ricelli A, Scipinotti R (2010) Linear photosensor array for on-chip food quality control based on thin layer chromatography. Sensor Lett 8:465鈥?69 CrossRef
    12. Hirano S, Okawara N, Narazaki S (1998) Near infrared detection of internally moldy nuts. Biosci Biotechnol Biochem 62:102鈥?07 CrossRef
    13. De Girolamo A, Liiolis V, Nordkvist E, Visconti A (2009) Rapid and noninvasive analysis of deoxynivalenol in durum and common wheat by Fourier-transform near infrared (FT-NIR) spectroscopy. Food Addit Contam 26:907鈥?17 CrossRef
    14. Peiris K, Pumphrey M, Dowell F (2009) NIR absorbance characteristics of deoxynivalenol and of sound and Fusarium-damaged wheat kernels. J Near Infrared Spectrosc 17:213鈥?21 CrossRef
    15. Roggo Y, Chalus P, Maurer L, Lema-Martinez C, Edmond A, Jent N (2007) A review of near infrared spectroscopy and chemometrics in pharmaceutical technologies. J Pharm Biomed Anal 44:683鈥?00 CrossRef
    16. Whitaker T, Slate A, Adams J, Birmingham T, Giesbrecht F (2010) Comparing the performance of sampling plans that use a single regulatory limit based upon total aflatoxins to sampling plans that use dual limits based upon B1 and total aflatoxins. World Mycotoxin J 3:35鈥?4 CrossRef
    17. Osborne BG (2000) Near-infrared spectroscopy in food analysis. In: Meyers RA (ed) Encyclopedia of Analytical Chemistry. Wiley, Chichester, pp 1鈥?4
    18. Ellis D, Broadhurst D, Goodacre R (2004) Rapid and quantitative detection of the microbial spoilage of beef by Fourier transform infrared spectroscopy and machine learning. Anal Chim Acta 514:193鈥?01 CrossRef
    19. Fern谩ndez Pierna J, Volery P, Besson R, Baeten V, Dardenne P (2005) Classification of modified starches by Fourier transform infrared spectroscopy using support vector machines. J Agric Food Chem 53:6581鈥?585 CrossRef
    20. Gestal M, G贸mez-Carracedo M, Andrade J, Dorado J, Fern谩ndez E, Prada D, Pazos A (2004) Classification of apple beverages using artificial neural networks with previous variable selection. Anal Chim Acta 524:225鈥?34 CrossRef
    21. Hossain M, Goto T (2014) Near- and mid-infrared spectroscopy as efficient tools for detection of fungal and mycotoxin contamination in agricultural commodities. World Mycotoxin J. doi:10.3920/WMJ2013.1679
    22. Kos G, Lohninger H, Mizaikoff B, Krska R (2007) Optimization 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. Food Addit Contam 24:721鈥?29 CrossRef
    23. Galvis-Sanchez BA, Delgadio I (2007) FTIR-ATR infrared spectroscopy for the detection of ochratoxin A in dried vine fruit. Food Addit Contam 24:1299鈥?305 CrossRef
    24. Pettersson H, Aberg L (2003) Near infrared spectroscopy for the determination of mycotoxins in cereals. Food Control 14:229鈥?32 CrossRef
    25. Peiris K, Pumphrey M, Dong Y, Maghirang E, Berzonsky W, Dowell (2010) Near infrared spectroscopic methods for the identification of fusarium head blight damage and prediction of deoxynivalenol in single wheat kernels. Cereal Chem 87:511鈥?17 CrossRef
    26. Pearson T, Wicklow D, Maghirang E, Xie F, Dowell F (2001) Detecting aflatoxin in single corn kernels by transmittance and reflectance spectroscopy. Am Soc Agric Eng 44:1247鈥?254
    27. Pearson T, Wicklow D (2006) Detection of corn kernels infected by fungi. Trans Am Soc Agric Eng 49:1235鈥?245
    28. Berado N, Pisacane V, Battilani P, Scandolara A, Pietri A, Marocco A (2005) Rapid detection of kernel rots and mycotoxins in maize by NIR reflectance spectroscopy. J Agric Food Chem 53:8128鈥?134 CrossRef
    29. Gaspardo B, Del Zotto S, Torelli E, Cividino S, Firrao G, Della Riccia G, Stefanon B (2012) Rapid method for detection of fumonisisns B1 and B2 in corn meal using Fourier transform near infrared (FT-NIR) spectroscopy implemented with integrating sphere. Food Chem 135:1608鈥?612 CrossRef
    30. Fernandez-Ibanez V, Soldado A, Martinez-Fernandez A, Roza-Delgado B (2009) Application of near infrared spectroscopy for rapid detection of aflatoxin B1 in maize and barley as analytical quality assessment. Food Chem 113:629鈥?34 CrossRef
    31. Sirisomboon C, Putthang R, Sirisomboon P (2013) Application of near infrared spectroscopy to detect aflatoxigenic fungal contamination in rice. Food Control 33:207鈥?14 CrossRef
    32. Tripathi S, Mishra H (2009) A rapid FT-NIR method for estimation of aflatoxin B1 in red chili powder. Food Control 20:840鈥?46 CrossRef
    33. Marder L, Corbellini V, Ferrao M, Scroferneker M, Schneider R (2006) Quantitative analysis of total mycotoxins in metabolic extracts of four strains of / Bipolaris sorokiniana. Process Biochem 41:17鈥?80 CrossRef
    34. Santos C, Fraga M, Kozakiewicz Z, Lima N (2010) Fourier transform infrared as a powerful technique for the identification and characterization of filamentous fungi and yeasts. Res Microbiol 161:168鈥?75 CrossRef
    35. Gowen A, O鈥橠onnell C, Cullen P, Downey G, Frias J (2007) Hyperspectral imaging鈥攁n emerging process analytical tool for food quality and safety control. Trends Food Sci Tech 18:590鈥?98 CrossRef
    36. Williams P, Geladi P, Britz T, Manley M (2012) Investigation of fungal development in maize kernels using NIR hyperspectral imaging and multivariate data analysis. J Cereal Sci 55:272鈥?78 CrossRef
    37. Lu R, Chen R (1998) Hyperspectral imaging for safety inspection of food and agricultural products. Proceedings of the SPIE Conference on Pathogen Detection and Remediation for Safe Eating, Boston
    38. Massart D, Vandeginste B, Buydens L, De Jong S, Lewi J, Smeyers J (1988) Verbeke, Chemometrics: A Textbook, vol 2. Elsevier, Amsterdam
    39. Fern谩ndez Pierna J, Vermeulen P, Amand O, Tossens A, Dardenne P, Baeten V (2012) NIR hyperspectral imaging spectroscopy and chemometrics for the detection of undesirable substances in food and feed. Chemometr Intell Lab 117:233鈥?39 CrossRef
    40. Qin J (2010) Hyperspectral imaging instruments. In: Da-Wen S (ed) Hyperspectral Imaging for Food Quality Analysis and Control. Elsevier, London, pp 129鈥?72 CrossRef
    41. Fern谩ndez Pierna J, Baeten J, Michotte Renier A, Cogdill R, Dardenne P (2004) Combination of support vector machines (SVM) and near-infrared (NIR) imaging spectroscopy for the detection of meat and bone meal (MBM) in compound feeds. J Chemometr 18:341鈥?49 CrossRef
    42. Williams P, Geladi P, Fox G, Manley M (2009) Maize kernel hardness classification by near infrared (NIR) hyperspectral imaging and multivariate data analysis. Anal Chim Acta 653:121鈥?30 CrossRef
    43. Manley M, Williams P, Nilsson D, Geladi P (2009) Near infrared hyperspectral imaging for the evaluation of endosperm texture in whole yellow maize ( / Zeamays L.) kernels. J Agric Food Chem 57:8761鈥?769 CrossRef
    44. Nicolai B, Lotze E, Peirs A, Scheerlinck N, Theron K (2006) Nondestructive measurement of bitter pit in apple fruit using NIR hyperspectral imaging. Postharvest Biol Tec 40:1鈥? CrossRef
    45. Singh C, Jayas D, Paliwal J, White N (2007) Fungal detection in wheat using near infrared hyperspectral imaging. Trans ASABE 50:2171鈥?176 CrossRef
    46. Williams P, Manley M, Fox G, Geladi P (2010) Indirect detection of / Fusarium verticillioides in maize ( / Zea mays L.) kernels by near infrared hyperspectral imaging. J Near Infrared Spectrosc 18:49鈥?8 CrossRef
    47. Del Fiore A, Reverberi M, Ricelli A, Pinzari F, Serranti S, Fabbri A, Bonifazi G, Fanelli C (2010) Early detection of toxigenic fungi on maize by hyperspectral imaging analysis. Int J Food Microbiol 144:64鈥?1 CrossRef
    48. Firrao G, Torelli E, Gobbi E, Raranciuc S, Bianchi G, Locci R (2010) Prediction of milled maize fumonisin contamination by multispectral image analysis. J Cereal Sci 52:327鈥?30 CrossRef
    49. Williams P, Geladi P, Britz T, Manley M (2012) Near-infrared (NIR) hyperspectral imaging and multivariate image analysis to study growth characteristics and differences between species and strains of members of the genus / Fusarium. Anal Bioanal Chem 404:1759鈥?769 CrossRef
    50. Bauriegel E, Giebel A, Geyer M, Schmidt U, Herppich W (2011) Early detection of Fusarium infection in wheat using hyper-spectral imaging. Comput Electron Agric 75:304鈥?12 CrossRef
    51. Shahin M, Symons S (2011) Detection of fusarium damaged kernels in Canada Western Red Spring wheat using visible/near-infrared hyperspectral imaging and principal component analysis. Comput Electron Agric 75:107鈥?12 CrossRef
    52. Young C, Kima S, Luzinovaa Y, Weida M, Arnone D, Takeuchi E, Day T, Mizaikoff B (2009) External cavity widely tunable quantum cascade laser based hollow waveguide gas sensors for multianalyte detection. Sensor Actuat B-Chem 140:24鈥?8 CrossRef
    53. Wang X, Antoszewski J, Putrino G, Lei W, Faraone L, Mizaikoff B (2013) Mercury鈥夆垝鈥塩admium鈥夆垝鈥塼elluride waveguides, a novel strategy for on-chip mid-infrared sensors. Anal Chem 85:10648鈥?0652 CrossRef
    54. Saleh B, Teich M (2007) Fundamentals of Photonics, vol Chap 17, 2nd edn. Wiley, Hoboken
    55. Mizaikoff B (2013) Waveguide-enhanced mid-infrared chem/bio sensors. Chem Soc Rev 42:8683鈥?699 CrossRef
    56. Sieger M, Balluff F, Wang X, Kim SS, Leidner L, Gauglitz G, Mizaikoff B (2013) On-chip integrated mid-infrared GaAs/AlGaAs Mach鈥夆垝鈥塟ehnder interferometer. Anal Chem 85:3050鈥?052 CrossRef
    57. Wang X, Kim SS, Ro脽bach R, Jetter M, Michler P, Mizaikoff B (2012) Ultrasensitive mid-infrared evanescent field sensors combining thin-film strip waveguides with quantum cascade lasers. Analyst 137:2322鈥?327 CrossRef
  • 刊物类别:Chemistry and Materials Science
  • 刊物主题:Chemistry
    Analytical Chemistry
    Food Science
    Inorganic Chemistry
    Physical Chemistry
    Monitoring, Environmental Analysis and Environmental Ecotoxicology
  • 出版者:Springer Berlin / Heidelberg
  • ISSN:1618-2650
文摘
Infrared spectroscopy is a rapid, nondestructive analytical technique that can be applied to the authentication and characterization of food samples in high throughput. In particular, near infrared spectroscopy is commonly utilized in the food quality control industry to monitor the physical attributes of numerous cereal grains for protein, carbohydrate, and lipid content. IR-based methods require little sample preparation, labor, or technical competence if multivariate data mining techniques are implemented; however, they do require extensive calibration. Economically important crops are infected by fungi that can severely reduce crop yields and quality and, in addition, produce mycotoxins. Owing to the health risks associated with mycotoxins in the food chain, regulatory limits have been set by both national and international institutions for specific mycotoxins and mycotoxin classes. This article discusses the progress and potential of IR-based methods as an alternative to existing chemical methods for the determination of fungal contamination in crops, as well as emerging spectroscopic methods.

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