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Evaluation of Models Describing the Growth of Nalidixic Acid-Resistant E. coli O157:H7 in Blanched Spinach and Iceberg Lettuce as a Function of Temperature
The aim of this study was to model the growth of nalidixic acid-resistant E. coli O157:H7 (E. coli O157:H7(NR)) in blanched spinach and to evaluate model performance with an independent set of data for interpolation (8.5, 13, 15 and 27 °C) and for extrapolation (broth and fresh-cut iceberg lettuce)...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3734463/ https://www.ncbi.nlm.nih.gov/pubmed/23839062 http://dx.doi.org/10.3390/ijerph10072857 |
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author | Kim, Juhui Chung, Hyunjung Cho, Joonil Yoon, Kisun |
author_facet | Kim, Juhui Chung, Hyunjung Cho, Joonil Yoon, Kisun |
author_sort | Kim, Juhui |
collection | PubMed |
description | The aim of this study was to model the growth of nalidixic acid-resistant E. coli O157:H7 (E. coli O157:H7(NR)) in blanched spinach and to evaluate model performance with an independent set of data for interpolation (8.5, 13, 15 and 27 °C) and for extrapolation (broth and fresh-cut iceberg lettuce) using the ratio method and the acceptable prediction zone method. The lag time (LT), specific growth rate (SGR) and maximum population density (MPD) obtained from each primary model were modeled as a function of temperature (7, 10, 17, 24, 30, and 36 °C) using Davey, square root, and polynomial models, respectively. At 7 °C, the populations of E. coli O157:H7(NR) increased in tryptic soy broth with nalidixic acid (TSBN), blanched spinach and fresh-cut iceberg lettuce, while the populations of E. coli O157:H7 decreased in TSB after 118 h of LT, indicating the risk of nalidixic acid-resistant strain of E. coli O157:H7 contaminated in ready-to-eat produce at refrigerated temperature. When the LT and SGR models of blanched spinach was extended to iceberg lettuce, all relative errors (percentage of RE = 100%) were inside the acceptable prediction zone and had an acceptable B(f) and A(f) values. Thus, it was concluded that developed secondary models for E. coli O157:H7(NR) in blanched spinach were suitable for use in making predictions for fresh cut iceberg lettuce, but not for static TSBN in this work. |
format | Online Article Text |
id | pubmed-3734463 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-37344632013-08-06 Evaluation of Models Describing the Growth of Nalidixic Acid-Resistant E. coli O157:H7 in Blanched Spinach and Iceberg Lettuce as a Function of Temperature Kim, Juhui Chung, Hyunjung Cho, Joonil Yoon, Kisun Int J Environ Res Public Health Article The aim of this study was to model the growth of nalidixic acid-resistant E. coli O157:H7 (E. coli O157:H7(NR)) in blanched spinach and to evaluate model performance with an independent set of data for interpolation (8.5, 13, 15 and 27 °C) and for extrapolation (broth and fresh-cut iceberg lettuce) using the ratio method and the acceptable prediction zone method. The lag time (LT), specific growth rate (SGR) and maximum population density (MPD) obtained from each primary model were modeled as a function of temperature (7, 10, 17, 24, 30, and 36 °C) using Davey, square root, and polynomial models, respectively. At 7 °C, the populations of E. coli O157:H7(NR) increased in tryptic soy broth with nalidixic acid (TSBN), blanched spinach and fresh-cut iceberg lettuce, while the populations of E. coli O157:H7 decreased in TSB after 118 h of LT, indicating the risk of nalidixic acid-resistant strain of E. coli O157:H7 contaminated in ready-to-eat produce at refrigerated temperature. When the LT and SGR models of blanched spinach was extended to iceberg lettuce, all relative errors (percentage of RE = 100%) were inside the acceptable prediction zone and had an acceptable B(f) and A(f) values. Thus, it was concluded that developed secondary models for E. coli O157:H7(NR) in blanched spinach were suitable for use in making predictions for fresh cut iceberg lettuce, but not for static TSBN in this work. MDPI 2013-07-09 2013-07 /pmc/articles/PMC3734463/ /pubmed/23839062 http://dx.doi.org/10.3390/ijerph10072857 Text en © 2013 by the authors; licensee MDPI, Basel, Switzerland. http://creativecommons.org/licenses/by/3.0/ This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/). |
spellingShingle | Article Kim, Juhui Chung, Hyunjung Cho, Joonil Yoon, Kisun Evaluation of Models Describing the Growth of Nalidixic Acid-Resistant E. coli O157:H7 in Blanched Spinach and Iceberg Lettuce as a Function of Temperature |
title | Evaluation of Models Describing the Growth of Nalidixic Acid-Resistant E. coli O157:H7 in Blanched Spinach and Iceberg Lettuce as a Function of Temperature |
title_full | Evaluation of Models Describing the Growth of Nalidixic Acid-Resistant E. coli O157:H7 in Blanched Spinach and Iceberg Lettuce as a Function of Temperature |
title_fullStr | Evaluation of Models Describing the Growth of Nalidixic Acid-Resistant E. coli O157:H7 in Blanched Spinach and Iceberg Lettuce as a Function of Temperature |
title_full_unstemmed | Evaluation of Models Describing the Growth of Nalidixic Acid-Resistant E. coli O157:H7 in Blanched Spinach and Iceberg Lettuce as a Function of Temperature |
title_short | Evaluation of Models Describing the Growth of Nalidixic Acid-Resistant E. coli O157:H7 in Blanched Spinach and Iceberg Lettuce as a Function of Temperature |
title_sort | evaluation of models describing the growth of nalidixic acid-resistant e. coli o157:h7 in blanched spinach and iceberg lettuce as a function of temperature |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3734463/ https://www.ncbi.nlm.nih.gov/pubmed/23839062 http://dx.doi.org/10.3390/ijerph10072857 |
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