Quantitative microbial risk assessment of extended-spectrum β-lactamase-producing Escherichia coli transfer from broiler litter to fresh lettuce consumption

Science in One Health Pub Date : 2026-01-01 Epub Date: 2026-02-19 DOI:10.1016/j.soh.2026.100152
Nunzio Sarnino , Subhasish Basak , Lucie Collineau , Roswitha Merle
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Abstract

Background

Extended-spectrum β-lactamase-producing Escherichia coli (ESBL E. coli) from broiler chicken production pose potential public health risks via multiple environmental and foodborne pathways. We developed a modular quantitative microbial risk assessment (QMRA) model linking four components, namely farm, soil, river, and lettuce consumption, to predict human environmental exposure to ESBL E. coli originating from broiler flocks.

Methods

A stochastic farm module simulated broiler colonization over a 36-day cycle and generated end-cycle litter loads. Field modules represented first-order decay, partitioning, and runoff to rivers; irrigation transfer yielded lettuce contamination for a 100 g serving. We estimated exposure, mapped gastrointestinal colonization to urinary tract infection (UTI) via conditional probabilities, and expressed the burden as disability-adjusted life years (DALYs) per serving. Global sensitivity analyses identified main exposure drivers. Environmental time was indexed as days since litter application and the planting interval denoted days from litter application to planting.

Results

The farm model produced mean end-cycle litter of 1.6 × 104 CFU/g and near-complete flock colonization within one week. Soil surface loads declined from 3.2 × 107 CFU/m2 to 8.6 × 105 CFU/m2 by day 100. Runoff yielded river concentrations of 6.0 × 10−2 CFU/mL after 10 days. Exposure from lettuce consumption ranged from 1.7 CFU/100 g to 7.6 × 10−3 CFU/100 g; simple household washing cut exposure by ∼90 %. Global sensitivity analysis identified soil-water partitioning and decay rates as the most important parameters of exposure variability. For health endpoints, UTI risk per serving ranged from 4.6 × 10−12 to 9.0 × 10−9, and DALY per serving ranged between 10−10 and 10−8.

Conclusions

Predicted health burdens decreased markedly with consumer washing and longer intervals between litter application and lettuce planting. Residual contamination persists, indicating value in evaluating the effectiveness of manure treatments and irrigation-water quality interventions on reducing environmental loads and human risk.
产β-内酰胺酶的广谱大肠杆菌从肉鸡窝粪向新鲜生菜转移的定量微生物风险评估
肉鸡生产中产生β-内酰胺酶的延伸谱大肠杆菌(ESBL E. coli)通过多种环境和食源性途径对公众健康构成潜在风险。我们开发了一个模块化定量微生物风险评估(QMRA)模型,将农场、土壤、河流和生菜消费这四个组成部分联系起来,以预测人类对源自肉鸡群的ESBL大肠杆菌的环境暴露。方法采用随机农场模型模拟肉鸡在36 d周期内的定殖,并生成周期末窝产仔量。场模块表示一阶衰减、分区和河流径流;灌溉转移产生了100克的生菜污染。我们估计了暴露,通过条件概率绘制了胃肠道定植与尿路感染(UTI)的关系,并将负担表示为每次服务的残疾调整生命年(DALYs)。全局敏感性分析确定了主要的暴露驱动因素。环境时间以施放凋落物的天数为指标,种植间隔以施放凋落物至种植的天数为指标。结果该农场模型在一周内平均产生1.6 × 104 CFU/g的循环末凋落物,并接近完全定植。第100天土壤表面负荷由3.2 × 107 CFU/m2下降到8.6 × 105 CFU/m2。10天后,河流径流的浓度为6.0 × 10−2 CFU/mL。生菜的暴露范围为1.7 CFU/ 100g至7.6 × 10−3 CFU/ 100g;简单的家庭清洗可以减少90%的暴露。全球敏感性分析表明,土壤-水分配和衰减率是暴露变异性的最重要参数。对于健康端点,每次服务的UTI风险范围为4.6 × 10 - 12至9.0 × 10 - 9,每次服务的DALY范围为10 - 10至10 - 8。结论消费者清洗和延长凋落物与生菜种植之间的间隔可显著降低预测健康负担。残留污染仍然存在,这表明了评估粪便处理和灌溉水质干预措施在减少环境负荷和人类风险方面的有效性的价值。
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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