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Cardinal parameter meta-regression models describing Listeria monocytogenes growth in broth

Authors :
José A. Teixeira
Vasco Cadavez
Ursula Gonzales-Barron
Beatriz Nunes Silva
Mariem Ellouze
Universidade do Minho
Source :
Repositório Científico de Acesso Aberto de Portugal, Repositório Científico de Acesso Aberto de Portugal (RCAAP), instacron:RCAAP
Publication Year :
2020
Publisher :
Elsevier, 2020.

Abstract

Since Listeria monocytogenes has a high case-fatality rate, substantial research has been devoted to estimate its growth rate under different conditions of temperature, pH and water activity (aw). In this study, published findings on L. monocytogenes growth in broth were extracted and unified by constructing meta-regression models based on cardinal models for (i) temperature (CM[T]), (ii) temperature and pH (CM[T][pH]), and (iii) temperature, pH and aw (CM[T][pH][aw]). After assessing all the sources retrieved between 1988 until 2017, forty-nine primary studies were considered appropriate for inclusion. Apart from the modelling variables, study characteristics such as: type of broth (BHI, TSB, TPB), reading method (colony-forming-units, CFU; or binary-dilution optical density methods, OD), inoculum concentration and strain serotype, were also extracted. Meta-regressions based on CM[T] and CM[T][pH] were fitted on subsets of the 2009 growth rate measures and revealed that type of broth and reading method significantly modulated the cardinal parameter estimates. In the most parsimonious CM[T][pH][aw] meta-regression model, whereby the variability due to type of broth was extracted in a nested random-effects structure, the optimum growth rate ?opt of L. monocytogenes was found to be lower when measured as CFU (0.947 h-1; SE=0.094 h-1) than when measured as OD (1.289 h-1; SE=0.092 h-1). Such a model produced the following cardinal estimates: Tmin=-1.273°C (SE=0.179 °C), Topt=37.26°C (SE=0.688 °C), Tmax=45.12°C (SE=0.013 °C), pHmin=4.303 (SE=0.014), pHopt=7.085 (SE=0.080), pHmax=9.483 (SE=0.080), aw min=0.894 (SE=0.002) and aw opt=0.995 (SE=0.001). Integrating the outcomes from numerous L. monocytogenes growth experiments, this meta-analysis has estimated pooled cardinal parameters that can be used as reference values in quantitative risk assessment studies.<br />Foundation for Food Science and Technology (FCT, Portugal) for financial support through national funds FCT/MCTES to CIMO (UIDB/00690/2020). U. Gonzales-Barron acknowledges the national funding by FCT, P.I., through the Institutional Scientific Employment Program contract<br />info:eu-repo/semantics/publishedVersion

Details

Language :
English
Database :
OpenAIRE
Journal :
Repositório Científico de Acesso Aberto de Portugal, Repositório Científico de Acesso Aberto de Portugal (RCAAP), instacron:RCAAP
Accession number :
edsair.doi.dedup.....1be3abb1bee292c40c1b9b452ea44021