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Journal of Chemistry
Volume 2015, Article ID 485864, 10 pages
http://dx.doi.org/10.1155/2015/485864
Research Article

Assessing Risk of Fumonisin Contamination in Maize Using Near-Infrared Spectroscopy

1Université de Toulouse, Ecole d’Ingénieurs de Purpan, INPT, LCA, 31076 Toulouse Cedex 03, France
2INRA, UMR1010 CAI, 31030 Toulouse, France
3INRA, UMR1331, Research Centre in Food Toxicology (Toxalim), 31027 Toulouse, France
4Université de Toulouse, ENVT, INP, Toxalim, 31076 Toulouse, France
5Département Sciences Agronomiques et Agroalimentaires, Université de Toulouse, Ecole d’Ingénieurs de Purpan, INPT, 31076 Toulouse Cedex 03, France

Received 6 January 2015; Revised 23 March 2015; Accepted 24 March 2015

Academic Editor: Leiqing Pan

Copyright © 2015 Cecile Levasseur-Garcia et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. J. D. Miller, “Mycotoxins in small grains and maize: old problems, new challenges,” Food Additives & Contaminants, vol. 25, no. 2, pp. 219–230, 2008. View at Publisher · View at Google Scholar · View at Scopus
  2. G. Sun, S. Wang, X. Hu et al., “Fumonisin B1 contamination of home-grown corn in high-risk areas for esophageal and liver cancer in China,” Food Additives & Contaminants, vol. 24, no. 2, pp. 181–185, 2007. View at Publisher · View at Google Scholar · View at Scopus
  3. L. van der Westhuizen, G. S. Shephard, J. P. Rheeder, N. I. M. Somdyala, and W. F. O. Marasas, “Sphingoid base levels in humans consuming fumonisin-contaminated maize in rural areas of the former Transkei, South Africa: a cross-sectional study,” Food Additives and Contaminants, Part A, Chemistry, Analysis, Control, Exposure and Risk Assessment, vol. 25, no. 11, pp. 1385–1391, 2008. View at Publisher · View at Google Scholar · View at Scopus
  4. J. Gelineau-van Waes, K. A. Voss, V. L. Stevens, M. C. Speer, and R. T. Riley, “Maternal fumonisin exposure as a risk factor for neural tube defects,” Advances in Food and Nutrition Research, vol. 56, pp. 145–181, 2009. View at Google Scholar
  5. R. T. Riley, E. Enongene, K. A. Voss et al., “Sphingolipid perturbations as mechanisms for fumonisin carcinogenesis,” Environmental Health Perspectives, vol. 109, no. 2, pp. 301–308, 2001. View at Publisher · View at Google Scholar · View at Scopus
  6. H. Stockmann-Juvala and K. Savolainen, “A review of the toxic effects and mechanisms of action of fumonisin B1,” Human and Experimental Toxicology, vol. 27, no. 11, pp. 799–809, 2008. View at Publisher · View at Google Scholar · View at Scopus
  7. European Commission, “Commission recommendation of 17 August 2006 on the presence of deoxynivalenol, zearalenone, ochratoxin A, T-2 and HT-2 and fumonisins in products intended for animal feeding (2006/576/EC),” Journal Officiel de l'Union Européenne, vol. L229, pp. 7–9, 2006. View at Google Scholar
  8. European Commission, “Commission Regulation (EC) No 1126/2007 of 28 September 2007 amending Regulation (EC) No 1881/2006 setting maximum levels for certain contaminants in foodstuffs as regards Fusarium toxins in maize and maize products,” Journal Officiel de l'Union Européenne, vol. L255, pp. 14–17, 2007. View at Google Scholar
  9. C. M. Maragos and M. Busman, “Rapid and advanced tools for mycotoxin analysis: a review,” Food Additives & Contaminants, Part A: Chemistry, Analysis, Control, Exposure & Risk Assessment, vol. 27, no. 5, pp. 688–700, 2010. View at Publisher · View at Google Scholar · View at Scopus
  10. S. Samapundo, F. Devliehgere, B. de Meulenaer, and J. Debevere, “Effect of water activity and temperature on growth and the relationship between fumonisin production and the radial growth of Fusarium verticillioides and Fusarium proliferatum on corn,” Journal of Food Protection, vol. 68, no. 5, pp. 1054–1059, 2005. View at Google Scholar · View at Scopus
  11. C. Lamper, J. Teren, T. Bartok, R. Komoroczy, A. Mesterhazy, and F. Sagi, “Predicting DON contamination in Fusarium-infected wheat grains via determination of the ergosterol content,” Cereal Research Communications, vol. 28, no. 3, pp. 337–344, 2000. View at Google Scholar · View at Scopus
  12. J. Perkowski, M. Wiwart, M. Buśko et al., “Fusarium toxins and total fungal biomass indicators in naturally contaminated wheat samples from north-eastern Poland in 2003,” Food Additives & Contaminants, vol. 24, no. 11, pp. 1292–1298, 2007. View at Publisher · View at Google Scholar · View at Scopus
  13. D. Bertrand, “La spectroscopie proche infrarouge et ses applications dans les industries de l'alimentation animale,” INRA Productions Animales, vol. 15, no. 3, pp. 209–219, 2002. View at Google Scholar
  14. D. W. Sun, Ed., Infrared Spectroscopy for Food Quality Analysis and Control, National University of Ireland, Dublin, Ireland, Academic Press, Elsevier Science, 2009.
  15. F. Vignola, J. Michalsky, and T. Stoffel, Solar and Infrared Radiation Measurements (Energy and the Environment), CRC Press, New York, NY, USA, 2012.
  16. M. Beyer, F. Pogoda, F. K. Ronellenfitsch, L. Hoffmann, and T. Udelhoven, “Estimating deoxynivalenol contents of wheat samples containing different levels of Fusarium-damaged kernels by diffuse reflectance spectrometry and partial least square regression,” International Journal of Food Microbiology, vol. 142, no. 3, pp. 370–374, 2010. View at Publisher · View at Google Scholar · View at Scopus
  17. C. Levasseur-Garcia, “Infrared spectroscopy applied to identification and detection of microorganisms and their metabolites on cereals (corn, wheat, and barley),” in Agricultural Science, D. G. Aflakpui, Ed., pp. 185–196, 2012. View at Google Scholar
  18. D. Garon, A. El Kaddoumi, A. Carayon, and C. Amiel, “FT-IR Spectroscopy for rapid differentiation of Aspergillus flavus, Aspergillus fumigatus, Aspergillus parasiticus and characterization of aflatoxigenic Isolates collected from agricultural environments,” Mycopathologia, vol. 170, no. 2, pp. 131–142, 2010. View at Publisher · View at Google Scholar · View at Scopus
  19. C. Levasseur, L. Pinson-Gadais, D. Kleiber, and O. Surel, “Near infrared spectroscopy used as a support to the diagnostic of Fusarium species,” Revue de Medecine Veterinaire, vol. 161, no. 10, pp. 438–444, 2010. View at Google Scholar · View at Scopus
  20. S. Tuffery, Data Mining and Statistics for Decision Making, John Wiley & Sons, Hoboken, NJ, USA, 2007.
  21. J. D. Bailly, A. Querin, D. Tardieu, and P. Guerre, “Production and purification of fumonisins from a highly toxigenic Fusarium verticilloides strain,” Revue de Medecine Veterinaire, vol. 156, no. 11, pp. 547–554, 2005. View at Google Scholar · View at Scopus
  22. J. Le Bars, P. Le Bars, J. Dupuy, and H. Boudra, “Biotic and abiotic factors in fumonisin B1 production and stability,” Journal of the Association of Official Analytical Chemists, vol. 77, pp. 517–521, 1994. View at Google Scholar
  23. L. G. Rice, P. F. Ross, J. Dejong, R. D. Plattner, and J. R. Coats, “Evaluation of a liquid chromatographic method for the determination of fumonisins in corn, poultry feed, and Fusarium culture material,” Journal of AOAC International, vol. 78, no. 4, pp. 1002–1009, 1995. View at Google Scholar
  24. J. D. Bailly, P. Le Bars, A. Pietri, G. Benard, and J. Le Bars, “Evaluation of a fluorodensitometric method for analysis of ergosterol as a fungal marker in compound feeds,” Journal of Food Protection, vol. 62, no. 6, pp. 686–690, 1999. View at Google Scholar · View at Scopus
  25. AFNOR, Aliment des animaux: dénombrement des moisissures, Association Française de Normalisation, Paris, France, 1983.
  26. K. Raper and D. I. Fennel, The Genus Aspergillus 1965, Baltimore, Williams and Wilkins, Baltimore, Md, USA, 1965.
  27. P. E. Nelson, T. A. Toussoun, and W. F. O. Marassas, Fusarium Species: An Illustrated Manual for Identification, Pennsylvania State University, State College, Pa, USA, 1983.
  28. S. Visa, B. Ramsay, A. Ralescu, and E. van der Knaap, “Confusion matrix-based feature selection,” in Proceedings of the 22nd Midwest Artificial Intelligence and Cognitive Science Conference (MAICS '11), pp. 120–127, Cincinnati, Ohio, USA, April 2011. View at Scopus
  29. J. P. Conzen, Multivariate Calibration. A Practical Guide for Developing Methods in the Quantitative Analytical Chemistry, Bruker Optik GmbH, Ettlingen, Germany, 2006.
  30. H. Martens and T. Naes, Multivariate Calibration, John Wiley & Sons, Chichester, UK, 1989. View at MathSciNet
  31. A. Ariño, T. Juan, G. Estopañan, and J. F. González-Cabo, “Natural occurrence of Fusarium species, fumonisin production by toxigenic strains, and concentrations of fumonisins B-1 and B-2 in conventional and organic maize grown in Spain,” Journal of Food Protection, vol. 70, no. 1, pp. 151–156, 2007. View at Google Scholar · View at Scopus
  32. L. L. F. Costa and V. M. Scussel, “Toxigenic fungi in beans (Phaseolus vulgaris L.) classes black and color cultivated in the State of Santa Catarina, Brazil,” Brazilian Journal of Microbiology, vol. 33, no. 2, pp. 138–144, 2002. View at Google Scholar · View at Scopus
  33. R. B. Orsi, B. Corrêa, C. R. Possi et al., “Mycoflora and occurrence of fumonisins in freshly harvested and stored hybrid maize,” Journal of Stored Products Research, vol. 36, no. 1, pp. 75–87, 2000. View at Publisher · View at Google Scholar · View at Scopus
  34. B. Cahagnier, Moisissures des Aliments peu Hydratés, Lavoisier, Paris, France, 1998.
  35. A. Pietri, T. Bertuzzi, L. Pallaroni, and G. Piva, “Occurrence of mycotoxins and ergosterol in maize harvested over 5 years in Northern Italy,” Food Additives & Contaminants, vol. 21, no. 5, pp. 479–487, 2004. View at Publisher · View at Google Scholar · View at Scopus
  36. K. A. Scudamore and S. Patel, “Occurrence of Fusarium mycotoxins in maize imported into the UK, 2004–2007,” Food Additives and Contaminants Part A, vol. 26, no. 3, pp. 363–371, 2009. View at Publisher · View at Google Scholar · View at Scopus
  37. R. Le Bouquin, A. Lebrihi, F. Mathieu, F. Letournel, F. Grosjean, and A. Guyonvarc'h, “Détection et quantification des champignons mycotoxinogènes par PCR en temps réel : est-ce un outil de prédiction des mycotoxines?” in Mycotoxines Fusariennes des Céréales, Arcachon, France, September 2007.
  38. T. Miedaner, C. Reinbrecht, and A. G. Schilling, “Association among aggressiveness, fungal colonization, and mycotoxin production of 26 isolates of Fusarium graminearum in winter rye head blight,” Journal of Plant Diseases and Protection, vol. 107, no. 2, pp. 124–134, 2000. View at Google Scholar · View at Scopus
  39. L. M. Seitz, H. E. Mohr, H. E. Burroughs, and D. B. Sauer, “Ergosterol as an indicator of fungal invasion in grains,” Cereal Chemistry, vol. 54, no. 6, pp. 1207–1217, 1977. View at Google Scholar
  40. M. W. Wanyoike, F. Walker, and H. Buchenauer, “Relationship between virulence, fungal biomass and mycotoxin production by Fusarium graminearum in winter wheat head blight,” Journal of Plant Diseases and Protection, vol. 109, no. 6, pp. 589–600, 2002. View at Google Scholar · View at Scopus
  41. G. Zill, G. Engelhardt, and P. R. Wallnofer, “Determination of ergosterol as a measure of fungal growth using Si 60 HPLC,” Zeitschrift Fur Lebensmittel-Untersuchung Und-Forschung, vol. 187, no. 3, pp. 246–249, 1988. View at Publisher · View at Google Scholar · View at Scopus
  42. M. Beyer, M. B. Klix, and J.-A. Verreet, “Estimating mycotoxin contents of Fusarium-damaged winter wheat kernels,” International Journal of Food Microbiology, vol. 119, no. 3, pp. 153–158, 2007. View at Publisher · View at Google Scholar · View at Scopus
  43. U. L. Diener and N. D. Davis, “Aflatoxins in corn,” Abstracts of Papers of the American Chemical Society, vol. 184, SEP, p. 86, 1982. View at Google Scholar
  44. J. Gilbert, D. Abramson, B. Mccallum, and R. Clear, “Comparison of Canadian Fusarium graminearum isolates for aggressiveness, vegetative compatibility, and production of ergosterol and mycotoxins,” Mycopathologia, vol. 153, no. 4, pp. 209–215, 2002. View at Publisher · View at Google Scholar · View at Scopus
  45. T. Nowicki, “CCF/CWFHB: Session 2—Toxicologie, qualité du grain et impact sur l'industrie,” 2007, http://www.cwfhb.org/programs/5_CWFHB_2007_Winnipeg.pdf.
  46. M. F. P. Moretzsohn de Castro, N. Bragagnolo, and S. R. de Toledo Valentini, “The relationship between fungi growth and aflatoxin production with ergosterol content of corn grains,” Brazilian Journal of Microbiology, vol. 33, no. 1, pp. 22–26, 2002. View at Publisher · View at Google Scholar · View at Scopus
  47. J. Perkowski, T. Miedaner, H. H. Geiger, H.-M. Muller, and J. Chelkowski, “Occurrence of deoxynivalenol (DON), 3-acetyl-DON, zearalenone, and ergosterol in winter rye inoculated with Fusarium culmorum,” Cereal Chemistry, vol. 72, no. 2, pp. 205–209, 1995. View at Google Scholar · View at Scopus
  48. C. Levasseur-Garcia, D. Kleiber, and O. Surel, “Infrared spectroscopy used as a decision-making support for the determination of fungal and mycotoxic risk,” Cahiers Agricultures, vol. 22, no. 3, pp. 216–227, 2013. View at Google Scholar
  49. S. H. Gordon, B. C. Wheeler, R. B. Schudy, D. T. Wicklow, and R. V. Greene, “Neural network pattern recognition of photoacoustic FTIR spectra and knowledge-based techniques for detection of mycotoxigenic fungi in food grains,” Journal of Food Protection, vol. 61, no. 2, pp. 221–230, 1998. View at Google Scholar · View at Scopus