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Performance evaluation of a model describing the effects of temperature, water activity, pH and lactic acid concentration on the growth of Escherichia coli

Citation

Mellefont, LA and McMeekin, TA and Ross, T, Performance evaluation of a model describing the effects of temperature, water activity, pH and lactic acid concentration on the growth of Escherichia coli, International Journal of Food Microbiology, 82, (1) pp. 45-58. ISSN 0168-1605 (2003) [Refereed Article]

DOI: doi:10.1016/S0168-1605(02)00253-2

Abstract

A square root-type model for Escherichia coli growth in response to temperature, water activity, pH and lactic acid was developed by Ross et al. [Int. J. Food Microbiol. (2002).]. Predicted generation times from the model were compared to the literature data using bias and accuracy factors, graphical comparisons and plots of residuals for data obtained from both liquid growth media and foods. The model predicted well for 1025 growth rate estimates reported in the literature after poor quality or unrepresentative data (n=215) was excluded, with a bias factor of 0.92, and an accuracy factor of 1.29. In a detailed comparison to two other predictive modes for E. coli growth, Pathogen Modeling Program (PMP) and Food MicroModel (FMM), the new model generally performed better. The new model consistently gave better predictions than the other models at generation times ≤5 h. Inclusion of the lactic acid term in the model is proposed to account for the consistently good performance of the model for comparisons to growth in meat, a parameter that is not explicitly included in the other models considered in the comparisons. © 2002 Elsevier Science B.V. All rights reserved.

Item Details

Item Type:Refereed Article
Research Division:Biological Sciences
Research Group:Microbiology
Research Field:Microbiology not elsewhere classified
Objective Division:Health
Objective Group:Public Health (excl. Specific Population Health)
Objective Field:Food Safety
Author:Mellefont, LA (Dr Lyndal Mellefont)
Author:McMeekin, TA (Professor Thomas McMeekin)
Author:Ross, T (Associate Professor Tom Ross)
ID Code:26369
Year Published:2003
Web of Science® Times Cited:36
Deposited By:Agricultural Science
Deposited On:2003-08-01
Last Modified:2004-04-21
Downloads:0

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