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从文献数据中建立的影响低水分活度食品中病原体存活的因素模型具有高度显著性,但表现出很大的无法解释的方差。

Models for factors influencing pathogen survival in low water activity foods from literature data are highly significant but show large unexplained variance.

机构信息

Department of Food Science, Rutgers University, 65 Dudley Road, New Brunswick, NJ, 08901, USA.

Department of Food Science, Rutgers University, 65 Dudley Road, New Brunswick, NJ, 08901, USA.

出版信息

Food Microbiol. 2021 Sep;98:103783. doi: 10.1016/j.fm.2021.103783. Epub 2021 Mar 17.

DOI:10.1016/j.fm.2021.103783
PMID:33875211
Abstract

Factors that control pathogen survival in low water activity foods are not well understood and vary greatly from food to food. A literature search was performed to locate data on the survival of foodborne pathogens in low-water activity (<0.70) foods held at temperatures <37 °C. Data were extracted from 67 publications and simple linear regression models were fit to each data set to estimate log linear rates of change. Multiple linear stepwise regression models for factors influencing survival rate were developed. Subset regression modeling gave relatively low adjusted R values of 0.33, 0.37, and 0.48 for Salmonella, E. coli and L. monocytogenes respectively, but all subset models were highly significant (p < 1.0e-9). Subset regression models showed that Salmonella survival was significantly (p < 0.05) influenced by temperature, serovar and strain type, water activity, inoculum preparation method, and inoculation method. E. coli survival was significantly influenced by temperature, water activity, and inoculum preparation. L. monocytogenes survival was significantly influenced by temperature, serovar and strain type, and inoculum preparation method. While many factors were highly significant (p < 0.001), the high degrees of variability show that there is still much to learn about the factors which govern pathogen survival in low water activity foods.

摘要

控制低水分活度食品中病原体存活的因素尚未得到很好的理解,并且因食品而异。进行了文献检索,以查找有关在<37°C 温度下保存在低水分活度(<0.70)食品中的食源性病原体存活的数据。从 67 篇出版物中提取数据,并为每个数据集拟合简单线性回归模型,以估计对数线性变化率。开发了用于影响存活率的因素的多元线性逐步回归模型。子集回归模型分别为沙门氏菌、大肠杆菌和单核细胞增生李斯特菌提供了相对较低的调整 R 值 0.33、0.37 和 0.48,但所有子集模型均具有高度显著性(p<1.0e-9)。子集回归模型表明,沙门氏菌的存活受温度、血清型和菌株类型、水分活度、接种物制备方法和接种方法的显著影响(p<0.05)。大肠杆菌的存活受温度、水分活度和接种物制备的显著影响。单核细胞增生李斯特菌的存活受温度、血清型和菌株类型以及接种物制备方法的显著影响。虽然许多因素具有高度显著性(p<0.001),但高度的可变性表明,仍有许多关于控制低水分活度食品中病原体存活的因素需要了解。

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