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Effect of Weather on the Die-Off of Escherichia coli and Attenuated Salmonella enterica Serovar Typhimurium on Preharvest Leafy Greens following Irrigation with Contaminated Water
The Food Safety Modernization Act (FSMA) includes a time-to-harvest interval following the application of noncompliant water to preharvest produce to allow for microbial die-off. However, additional scientific evidence is needed to support this rule. This study aimed to determine the impact of weath...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society for Microbiology
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7440809/ https://www.ncbi.nlm.nih.gov/pubmed/32591379 http://dx.doi.org/10.1128/AEM.00899-20 |
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author | Belias, Alexandra M. Sbodio, Adrian Truchado, Pilar Weller, Daniel Pinzon, Janneth Skots, Mariya Allende, Ana Munther, Daniel Suslow, Trevor Wiedmann, Martin Ivanek, Renata |
author_facet | Belias, Alexandra M. Sbodio, Adrian Truchado, Pilar Weller, Daniel Pinzon, Janneth Skots, Mariya Allende, Ana Munther, Daniel Suslow, Trevor Wiedmann, Martin Ivanek, Renata |
author_sort | Belias, Alexandra M. |
collection | PubMed |
description | The Food Safety Modernization Act (FSMA) includes a time-to-harvest interval following the application of noncompliant water to preharvest produce to allow for microbial die-off. However, additional scientific evidence is needed to support this rule. This study aimed to determine the impact of weather on the die-off rate of Escherichia coli and Salmonella on spinach and lettuce under field conditions. Standardized, replicated field trials were conducted in California, New York, and Spain over 2 years. Baby spinach and lettuce were grown and inoculated with an ∼10(4)-CFU/ml cocktail of E. coli and attenuated Salmonella. Leaf samples were collected at 7 time points (0 to 96 h) following inoculation; E. coli and Salmonella were enumerated. The associations of die-off with study design factors (location, produce type, and bacteria) and weather were assessed using log-linear and biphasic segmented log-linear regression. A segmented log-linear model best fit die-off on inoculated leaves in most cases, with a greater variation in the segment 1 die-off rate across trials (−0.46 [95% confidence interval {95% CI}, −0.52, −0.41] to −6.99 [95% CI, −7.38, −6.59] log(10) die-off/day) than in the segment 2 die-off rate (0.28 [95% CI, −0.20, 0.77] to −1.00 [95% CI, −1.16, −0.85] log(10) die-off/day). A lower relative humidity was associated with a faster segment 1 die-off and an earlier breakpoint (the time when segment 1 die-off rate switches to the segment 2 rate). Relative humidity was also found to be associated with whether die-off would comply with FSMA’s specified die-off rate of −0.5 log(10) die-off/day. IMPORTANCE The log-linear die-off rate proposed by FSMA is not always appropriate, as the die-off rates of foodborne bacterial pathogens and specified agricultural water quality indicator organisms appear to commonly follow a biphasic pattern with an initial rapid decline followed by a period of tailing. While we observed substantial variation in the net culturable population levels of Salmonella and E. coli at each time point, die-off rate and FSMA compliance (i.e., at least a 2 log(10) die-off over 4 days) appear to be impacted by produce type, bacteria, and weather; die-off on lettuce tended to be faster than that on spinach, die-off of E. coli tended to be faster than that of attenuated Salmonella, and die-off tended to become faster as relative humidity decreased. Thus, the use of a single die-off rate for estimating time-to-harvest intervals across different weather conditions, produce types, and bacteria should be revised. |
format | Online Article Text |
id | pubmed-7440809 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Society for Microbiology |
record_format | MEDLINE/PubMed |
spelling | pubmed-74408092020-09-02 Effect of Weather on the Die-Off of Escherichia coli and Attenuated Salmonella enterica Serovar Typhimurium on Preharvest Leafy Greens following Irrigation with Contaminated Water Belias, Alexandra M. Sbodio, Adrian Truchado, Pilar Weller, Daniel Pinzon, Janneth Skots, Mariya Allende, Ana Munther, Daniel Suslow, Trevor Wiedmann, Martin Ivanek, Renata Appl Environ Microbiol Food Microbiology The Food Safety Modernization Act (FSMA) includes a time-to-harvest interval following the application of noncompliant water to preharvest produce to allow for microbial die-off. However, additional scientific evidence is needed to support this rule. This study aimed to determine the impact of weather on the die-off rate of Escherichia coli and Salmonella on spinach and lettuce under field conditions. Standardized, replicated field trials were conducted in California, New York, and Spain over 2 years. Baby spinach and lettuce were grown and inoculated with an ∼10(4)-CFU/ml cocktail of E. coli and attenuated Salmonella. Leaf samples were collected at 7 time points (0 to 96 h) following inoculation; E. coli and Salmonella were enumerated. The associations of die-off with study design factors (location, produce type, and bacteria) and weather were assessed using log-linear and biphasic segmented log-linear regression. A segmented log-linear model best fit die-off on inoculated leaves in most cases, with a greater variation in the segment 1 die-off rate across trials (−0.46 [95% confidence interval {95% CI}, −0.52, −0.41] to −6.99 [95% CI, −7.38, −6.59] log(10) die-off/day) than in the segment 2 die-off rate (0.28 [95% CI, −0.20, 0.77] to −1.00 [95% CI, −1.16, −0.85] log(10) die-off/day). A lower relative humidity was associated with a faster segment 1 die-off and an earlier breakpoint (the time when segment 1 die-off rate switches to the segment 2 rate). Relative humidity was also found to be associated with whether die-off would comply with FSMA’s specified die-off rate of −0.5 log(10) die-off/day. IMPORTANCE The log-linear die-off rate proposed by FSMA is not always appropriate, as the die-off rates of foodborne bacterial pathogens and specified agricultural water quality indicator organisms appear to commonly follow a biphasic pattern with an initial rapid decline followed by a period of tailing. While we observed substantial variation in the net culturable population levels of Salmonella and E. coli at each time point, die-off rate and FSMA compliance (i.e., at least a 2 log(10) die-off over 4 days) appear to be impacted by produce type, bacteria, and weather; die-off on lettuce tended to be faster than that on spinach, die-off of E. coli tended to be faster than that of attenuated Salmonella, and die-off tended to become faster as relative humidity decreased. Thus, the use of a single die-off rate for estimating time-to-harvest intervals across different weather conditions, produce types, and bacteria should be revised. American Society for Microbiology 2020-08-18 /pmc/articles/PMC7440809/ /pubmed/32591379 http://dx.doi.org/10.1128/AEM.00899-20 Text en Copyright © 2020 Belias et al. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Food Microbiology Belias, Alexandra M. Sbodio, Adrian Truchado, Pilar Weller, Daniel Pinzon, Janneth Skots, Mariya Allende, Ana Munther, Daniel Suslow, Trevor Wiedmann, Martin Ivanek, Renata Effect of Weather on the Die-Off of Escherichia coli and Attenuated Salmonella enterica Serovar Typhimurium on Preharvest Leafy Greens following Irrigation with Contaminated Water |
title | Effect of Weather on the Die-Off of Escherichia coli and Attenuated Salmonella enterica Serovar Typhimurium on Preharvest Leafy Greens following Irrigation with Contaminated Water |
title_full | Effect of Weather on the Die-Off of Escherichia coli and Attenuated Salmonella enterica Serovar Typhimurium on Preharvest Leafy Greens following Irrigation with Contaminated Water |
title_fullStr | Effect of Weather on the Die-Off of Escherichia coli and Attenuated Salmonella enterica Serovar Typhimurium on Preharvest Leafy Greens following Irrigation with Contaminated Water |
title_full_unstemmed | Effect of Weather on the Die-Off of Escherichia coli and Attenuated Salmonella enterica Serovar Typhimurium on Preharvest Leafy Greens following Irrigation with Contaminated Water |
title_short | Effect of Weather on the Die-Off of Escherichia coli and Attenuated Salmonella enterica Serovar Typhimurium on Preharvest Leafy Greens following Irrigation with Contaminated Water |
title_sort | effect of weather on the die-off of escherichia coli and attenuated salmonella enterica serovar typhimurium on preharvest leafy greens following irrigation with contaminated water |
topic | Food Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7440809/ https://www.ncbi.nlm.nih.gov/pubmed/32591379 http://dx.doi.org/10.1128/AEM.00899-20 |
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