利用事件树分析法对爱荷华州玉米收获后黄曲霉毒素进行风险评估:案例研究。

IF 3 3区 医学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Risk Analysis Pub Date : 2024-07-21 DOI:10.1111/risa.15074
Emily Branstad-Spates, Gretchen A Mosher, Erin Bowers
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引用次数: 0

摘要

霉菌毒素是在玉米中发现的真菌产生的次级代谢物,由于极端天气和气候变化的加剧,预计霉菌毒素在全球范围内会增加。黄曲霉毒素(AFL)因其对人类和动物健康的有害影响而备受关注。在美国,黄曲霉毒素可通过复杂的谷物供应链传播,包括农场、谷物提升机、谷物和乙醇加工商以及饲料厂等多个利益相关方,然后到达最终用户,使众多实体面临风险。由于玉米是重要的食品和饲料产品,因此必须考虑对 AFL 进行风险管理。本案例研究旨在:(1)使用事件树分析法(ETA)计算受《食品安全现代化法案》监管的实体发生玉米 AFL 关键事件的概率;(2)根据 ETA 确定的因素提出 AFL 风险管理建议。ETA 基于爱荷华州超过十亿分之 20 (ppb) 临界值(2.30%)的 AFL 流行率历史数据。结果显示,饲料安全系统出现了四次单点故障,在这些故障中,应对措施没有按照设计发挥作用。失败定义为玉米感染 AFL 20 ppb 的 2 型错误,整个系统未能检测到这一情况,受污染的玉米到达最终用户手中。成功率的定义是正确检测出玉米样品的浓度大于 20 ppb。平均成功率为 50.14%,失败率为 49.86%。结论是,风险知情决策是有效监测玉米中 AFL 的关键组成部分,需要及时采取干预策略,以尽量减少对最终用户的总体影响。
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Risk assessment of aflatoxin in Iowa corn post-harvest using an event tree analysis: A case study.

Mycotoxins are secondary metabolites produced by fungi found in corn and are anticipated to increase globally due to enhanced weather extremes and climate change. Aflatoxin (AFL) is of concern due to its harmful effects on human and animal health. AFL can move through complex grain supply chains in the United States, including multiple stakeholders from farms, grain elevators, grain and ethanol processors, and feed mills, before reaching end users, putting numerous entities at risk. Since corn is an essential food and feed product, risk management of AFL must be considered. This case study aimed to (1) calculate the probabilities of pivotal events with AFL in corn at Food Safety Modernization Act-regulated entities using an event tree analysis (ETA) and (2) propose recommendations based on factors identified through the ETA for AFL risk management. The ETA was based on historical AFL prevalence data in Iowa above a 20-part per billion (ppb) threshold (2.30%). Results showed four single-point failures in feed safety systems, where countermeasures did not function as designed. Failure is defined as the type 2 error of corn being infected with AFL <20 ppb, when it is >20 ppb, and the overall system fails to detect this with contaminated corn reaching end users. The success rate is defined as detecting the corn samples correctly >20 ppb. The average success rate was 50.14%, and the failure rate was 49.86%. It was concluded that risk-informed decisions are a critical component of effective AFL monitoring in corn, with timely intervention strategies needed to minimize the overall effects on end users.

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来源期刊
Risk Analysis
Risk Analysis 数学-数学跨学科应用
CiteScore
7.50
自引率
10.50%
发文量
183
审稿时长
4.2 months
期刊介绍: Published on behalf of the Society for Risk Analysis, Risk Analysis is ranked among the top 10 journals in the ISI Journal Citation Reports under the social sciences, mathematical methods category, and provides a focal point for new developments in the field of risk analysis. This international peer-reviewed journal is committed to publishing critical empirical research and commentaries dealing with risk issues. The topics covered include: • Human health and safety risks • Microbial risks • Engineering • Mathematical modeling • Risk characterization • Risk communication • Risk management and decision-making • Risk perception, acceptability, and ethics • Laws and regulatory policy • Ecological risks.
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