Describing the Die-Off of Generic Escherichia coli on Field-Grown Tomatoes in Virginia Using Non-linear Inactivation Models.

IF 2.1 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Journal of food protection Pub Date : 2025-03-19 DOI:10.1016/j.jfp.2025.100489
Claire M Murphy, Claudia Ganser, Michelle D Danyluk, Arie H Havelaar, Laura K Strawn
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Abstract

Agricultural water has been identified as a source of microbial contamination of fresh produce. When surface water is deemed unsafe or not of adequate sanitary quality under current U.S. regulations, growers can implement mitigation measures such as a time-to-harvest interval. Scientifically relevant data on die-off (i.e., inactivation) rates of generic Escherichia coli under field conditions are highly variable by growing region and season. This study used artificially contaminated water to evaluate generic E. coli die-off on tomatoes under field conditions. Field trials were conducted at two locations in Virginia during the summer and fall of 2015 and 2016. Contaminated water (4 log CFU/ml) was used to spray mature tomatoes, resulting in 2 log CFU/tomato of generic E. coli. Tomatoes were enumerated for 7d post-contamination. The relationship between E. coli, time, location, and season were modeled using Weibull and Biphasic models. Akaike's Information Criterion with small sample size bias adjustment was used to determine model fit. A combined site-season Biphasic model, with two distinct inactivation rates, was the most parsimonious model, with growing season contributing more significantly to model fit than site-specific differences. The Biphasic model estimated the mean daily die-off of E. coli populations before the breakpoint (0.87 - 1.16d), at 1.47 - 2.24 log CFU/d with a mean decrease of 1.54 - 2.40 log CFU/d. After the breakpoint, E. coli populations decreased marginally, not at all, with mean daily die-off ranging from -0.05 - 0.07 log CFU/d. Findings indicate that generic E. coli die-off on tomatoes under field conditions undergoes an initial rapid decline within the first 20 - 28h, followed by a slower, prolonged decrease. Environmental factors relating to seasonal differences were more effective at predicting die-off than site-specific differences. E. coli surviving beyond the breakpoint may drive the risk of foodborne illness.

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利用非线性失活模型描述弗吉尼亚州田间种植的西红柿上一般大肠杆菌的死亡情况。
农业用水已被确定为新鲜农产品的微生物污染源。根据美国现行法规,当地表水被认为不安全或卫生质量不达标时,种植者可以采取一些缓解措施,如规定采收间隔时间。在田间条件下,一般大肠埃希氏菌的致死率(即灭活率)的科学相关数据因种植地区和季节的不同而存在很大差异。本研究使用人工污染的水来评估田间条件下西红柿上一般大肠杆菌的致死率。2015 年和 2016 年夏季和秋季,在弗吉尼亚州的两个地点进行了田间试验。用受污染的水(4 log CFU/ml)喷洒成熟的番茄,使番茄产生 2 log CFU/tomato 的普通大肠杆菌。污染后 7 天对番茄进行计数。大肠杆菌、时间、地点和季节之间的关系采用 Weibull 和双相模型进行建模。使用阿凯克信息标准(Akaike's Information Criterion)和小样本量偏差调整来确定模型的拟合度。综合地点-季节双相模型具有两种不同的失活速率,是最简洁的模型,生长季节对模型拟合的贡献比特定地点差异更大。据双相模型估计,在断点之前(0.87 - 1.16d),大肠杆菌种群的平均日死亡量为 1.47 - 2.24 log CFU/d,平均减少量为 1.54 - 2.40 log CFU/d。在断点之后,大肠杆菌数量略有下降,甚至完全没有下降,平均每日死亡量为 -0.05 - 0.07 log CFU/d。研究结果表明,在田间条件下,西红柿上一般大肠杆菌的死亡率在最初的 20-28 小时内迅速下降,随后下降速度放慢,持续时间延长。与季节性差异相关的环境因素比特定地点的差异更能有效预测死亡。大肠杆菌存活时间超过断点可能会增加食源性疾病的风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of food protection
Journal of food protection 工程技术-生物工程与应用微生物
CiteScore
4.20
自引率
5.00%
发文量
296
审稿时长
2.5 months
期刊介绍: The Journal of Food Protection® (JFP) is an international, monthly scientific journal in the English language published by the International Association for Food Protection (IAFP). JFP publishes research and review articles on all aspects of food protection and safety. Major emphases of JFP are placed on studies dealing with: Tracking, detecting (including traditional, molecular, and real-time), inactivating, and controlling food-related hazards, including microorganisms (including antibiotic resistance), microbial (mycotoxins, seafood toxins) and non-microbial toxins (heavy metals, pesticides, veterinary drug residues, migrants from food packaging, and processing contaminants), allergens and pests (insects, rodents) in human food, pet food and animal feed throughout the food chain; Microbiological food quality and traditional/novel methods to assay microbiological food quality; Prevention of food-related hazards and food spoilage through food preservatives and thermal/non-thermal processes, including process validation; Food fermentations and food-related probiotics; Safe food handling practices during pre-harvest, harvest, post-harvest, distribution and consumption, including food safety education for retailers, foodservice, and consumers; Risk assessments for food-related hazards; Economic impact of food-related hazards, foodborne illness, food loss, food spoilage, and adulterated foods; Food fraud, food authentication, food defense, and foodborne disease outbreak investigations.
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