Expert Study to Select Indicators of the Occurrence of Emerging Mycotoxin Hazards

This article describes a Delphi-based expert judgment study aimed at the selection of indicators to identify the occurrence of emerging mycotoxin hazards related to Fusarium spp. in wheat supply chains. A panel of 29 experts from 12 European countries followed a holistic approach to evaluate the most important indicators for different chain stages (growth, transport and storage, and processing) and their relative importance. After three e-mailing rounds, the experts reached consensus on the most important indicators for each of the three stages: wheat growth, transport and storage, and processing. For wheat growth, these indicators include: relative humidity/rainfall, crop rotation, temperature, tillage practice, water activity of the kernels, and crop variety/cultivar. For the transport and storage stage, they include water activity in the kernels, relative humidity, ventilation, temperature, storage capacity, and logistics. For wheat processing, indicators include quality data, fraction of the cereal used, water activity in the kernels, quality management and traceability systems, and carryover of contamination. The indicators selected in this study can be used in an identification system for the occurrence of emerging mycotoxin hazards in wheat supply chains. Such a system can be used by risk managers within governmental (related) organizations and/or the food and feed industry in order to react proactively to the occurrence of these emerging mycotoxins.

[1]  N. Magan,et al.  Prevention strategies for trichothecenes. , 2004, Toxicology letters.

[2]  D. Hawksworth The magnitude of fungal diversity: the 1.5 million species estimate revisited * * Paper presented at , 2001 .

[3]  J T Sørensen,et al.  Developing a HACCP-like system for improving animal health and welfare in organic egg production - based on an expert panel analysis. , 2007, Animal : an international journal of animal bioscience.

[4]  S. Edwards,et al.  Influence of agricultural practices on fusarium infection of cereals and subsequent contamination of grain by trichothecene mycotoxins. , 2004, Toxicology letters.

[5]  Xiang-ming Xu,et al.  Effects of fungal interactions among Fusarium head blight pathogens on disease development and mycotoxin accumulation. , 2007, International journal of food microbiology.

[6]  M. Beyer,et al.  Quantifying the effects of previous crop, tillage, cultivar and triazole fungicides on the deoxynivalenol content of wheat grain — a review , 2006 .

[7]  B. Lee,et al.  Identifying outcomes from the nursing outcomes classification as indicators of quality of care in Korea: a modified delphi study. , 2007, International journal of nursing studies.

[8]  Sir,et al.  Information sources for the detection of emerging mycotoxin risks , 2007 .

[9]  L. Madden,et al.  Risk assessment models for wheat fusarium head blight epidemics based on within-season weather data. , 2003, Phytopathology.

[10]  Naresh Magan,et al.  Post-Harvest Fungal Ecology: Impact of Fungal Growth and Mycotoxin Accumulation in Stored Grain , 2003, European Journal of Plant Pathology.

[11]  H J P Marvin,et al.  Early identification systems for emerging foodborne hazards. , 2009, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[12]  N. Magan,et al.  Effect of water activity and temperature on mycotoxin production by Alternaria alternata in culture and on wheat grain , 1984, Applied and environmental microbiology.

[13]  Hans J P Marvin,et al.  Indicators of emerging hazards and risks to food safety. , 2009, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[14]  A. Schaafsma,et al.  Agronomic considerations for reducing deoxynivalenol in wheat grain , 2001 .

[15]  A. Schaafsma,et al.  Climatic models to predict occurrence of Fusarium toxins in wheat and maize. , 2007, International journal of food microbiology.

[16]  Naresh Magan,et al.  Post-harvest control strategies: minimizing mycotoxins in the food chain. , 2007, International journal of food microbiology.

[17]  A. A. Dijkhuizen,et al.  Risk factors for bovine respiratory disease in dairy youngstock in The Netherlands: the perception of experts. , 2000 .

[18]  Marika Jestoi,et al.  Emerging Fusarium -Mycotoxins Fusaproliferin, Beauvericin, Enniatins, And Moniliformin—A Review , 2008, Critical reviews in food science and nutrition.

[19]  H. J. Fels-Klerx,et al.  A conceptual model for identification of emerging risks, applied to mycotoxins in wheat-based supply chains , 2008 .

[20]  C. Powell The Delphi technique: myths and realities. , 2003, Journal of advanced nursing.

[21]  A. Schaafsma,et al.  Effect of previous crop, tillage, field size, adjacent crop, and sampling direction on airborne propagules of Gibberella zeae/Fusarium graminearum, fusarium head blight severity, and deoxynivalenol accumulation in winter wheat , 2005 .

[22]  Philippe Dantigny,et al.  Basis of predictive mycology. , 2005, International journal of food microbiology.

[23]  George Wright,et al.  The Delphi technique as a forecasting tool: issues and analysis , 1999 .

[24]  Gianfranco Piva,et al.  Review of predictive models for Fusarium head blight and related mycotoxin contamination in wheat. , 2009, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[25]  H J P Marvin,et al.  Identification of potentially emerging food safety issues by analysis of reports published by the European Community's Rapid Alert System for Food and Feed (RASFF) during a four-year period. , 2009, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[26]  L. Bullerman,et al.  Stability of mycotoxins during food processing. , 2007, International journal of food microbiology.