Applied and Environmental Microbiology · 2020 · 44 citations · 55 references
AgricultureCrop SciencesFood ScienceFood MicrobiologyFood SafetyPostharvest Disease ManagementBacterial SurvivalExtrinsic Factors Affecting Microbial GrowthMicrobial ContaminationMicrobial QualityComplianceEscherichia ColiEscherichia Coli Contamination In VegetablesFoodborne Bacterial PathogensMicrobial Safety Of Leafy GreensRelative Humidity EffectsSalmonella Contamination In VegetablesWeather Effects On Foodborne Disease
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.
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Fitting Linear Mixed-Effects Models Using <b>lme4</b>
Douglas M. Bates, Martin Mächler, Benjamin M. Bolker et al. · Journal of Statistical Software · 2015 · 85.6K citations · Full text
Bacterial Persistence as a Phenotypic Switch
Nathalie Q. Balaban, Jack Merrin, Remy Chait et al. · Science · 2004 · 3K citations
Life Sciences, Biology, Microbiology +16