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真空包装切片火腿非等温条件下绿变乳杆菌生长的建模

Modeling the growth of Lactobacillus viridescens under non-isothermal conditions in vacuum-packed sliced ham.

作者信息

Silva Nathália Buss da, Longhi Daniel Angelo, Martins Wiaslan Figueiredo, Laurindo João Borges, Aragão Gláucia Maria Falcão de, Carciofi Bruno Augusto Mattar

机构信息

Department of Chemical and Food Engineering, Federal University of Santa Catarina, Florianópolis, SC, Brazil.

Food Engineering, Federal University of Paraná, Jandaia do Sul, PR, Brazil.

出版信息

Int J Food Microbiol. 2017 Jan 2;240:97-101. doi: 10.1016/j.ijfoodmicro.2016.05.014. Epub 2016 May 10.

Abstract

Lactic acid bacteria (LAB) are responsible for spoiling vacuum-packed meat products, such as ham. Since the temperature is the main factor affecting the microbial dynamic, the use of mathematical models describing the microbial behavior into a non-isothermal environment can be very useful for predicting food shelf life. In this study, the growth of Lactobacillus viridescens was measured in vacuum-packed sliced ham under non-isothermal conditions, and the predictive ability of primary (Baranyi and Roberts, 1994) and secondary (Square Root) models were assessed using parameters estimated in MRS culture medium under isothermal conditions (between 4 and 30°C). Fresh ham piece was sterilized, sliced, inoculated, vacuum-packed, and stored in a temperature-controlled incubator at five different non-isothermal conditions (between 4 and 25°C) and one isothermal condition (8°C). The mathematical models obtained in MRS medium were assessed by comparing predicted values with L. viridescens growth data in vacuum-packed ham. Its predictive ability was assessed through statistical indexes, with good results (bias factor between 0.95 and 1.03; accuracy factor between 1.04 and 1.07, and RMSE between 0.76 and 1.33), especially in increasing temperature, which predictions were safe. The model parameters obtained from isothermal growth data in MRS medium enabled to estimate the shelf life of a commercial ham under non-isothermal conditions in the temperature range analyzed.

摘要

乳酸菌(LAB)是导致真空包装肉类产品(如火腿)变质的原因。由于温度是影响微生物动态的主要因素,因此使用描述微生物在非等温环境中行为的数学模型对于预测食品保质期非常有用。在本研究中,测定了绿色乳杆菌在真空包装切片火腿中的非等温条件下的生长情况,并使用在等温条件(4至30°C)下于MRS培养基中估计的参数评估了一级模型(Baranyi和Roberts,1994)和二级模型(平方根模型)的预测能力。将新鲜火腿片进行灭菌、切片、接种、真空包装,并在五个不同的非等温条件(4至25°C)和一个等温条件(8°C)下储存在温度控制的培养箱中。通过将预测值与真空包装火腿中绿色乳杆菌的生长数据进行比较,评估了在MRS培养基中获得的数学模型。通过统计指标评估其预测能力,结果良好(偏差因子在0.95至1.03之间;准确因子在1.04至1.07之间,RMSE在0.76至1.33之间),尤其是在温度升高时,预测是安全的。从MRS培养基中的等温生长数据获得的模型参数能够估计在所分析温度范围内非等温条件下商业火腿的保质期。

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