A Monte Carlo risk assessment model for acrylamide formation in French fries.
The objective of this study is to estimate the likely human exposure to the group 2a carcinogen, acrylamide, from French fries by Irish consumers by developing a quantitative risk assessment model using Monte Carlo simulation techniques. Various stages in the French-fry-making process were modeled from initial potato harvest, storage, and processing procedures. The model was developed in Microsoft Excel with the @Risk add-on package. The model was run for 10,000 iterations using Latin hypercube sampling. The simulated mean acrylamide level in French fries was calculated to be 317 microg/kg. It was found that females are exposed to smaller levels of acrylamide than males (mean exposure of 0.20 microg/kg bw/day and 0.27 microg/kg bw/day, respectively). Although the carcinogenic potency of acrylamide is not well known, the simulated probability of exceeding the average chronic human dietary intake of 1 microg/kg bw/day (as suggested by WHO) was 0.054 and 0.029 for males and females, respectively. A sensitivity analysis highlighted the importance of the selection of appropriate cultivars with known low reducing sugar levels for French fry production. Strict control of cooking conditions (correlation coefficient of 0.42 and 0.35 for frying time and temperature, respectively) and blanching procedures (correlation coefficient -0.25) were also found to be important in ensuring minimal acrylamide formation.
Cummins
Enda
E
UCD School of Agriculture, Food Science and Veterinary Medicine, Agriculture and Food Science Centre, Belfield, Dublin 4, Ireland. Enda.Cummins@ucd.ie
Butler
Francis
F
Gormley
Ronan
R
Brunton
Nigel
N
D000178:Acrylamides / Q000138:chemical synthesis*; D008962:Models, Theoretical; D009010:Monte Carlo Method; D011336:Probability; D018570:Risk Assessment; D011198:Solanum tuberosum / Q000737:chemistry*
D000178:Acrylamides