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使用事件树分析对爱荷华州收获后玉米中的黄曲霉毒素进行风险评估:一个案例研究。

Risk assessment of aflatoxin in Iowa corn post-harvest using an event tree analysis: A case study.

作者信息

Branstad-Spates Emily, Mosher Gretchen A, Bowers Erin

机构信息

Department of Agricultural and Biosystems Engineering, Iowa State University, Ames, Iowa, USA.

出版信息

Risk Anal. 2025 Jan;45(1):253-263. doi: 10.1111/risa.15074. Epub 2024 Jul 21.

Abstract

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.

摘要

霉菌毒素是玉米中发现的真菌产生的次生代谢产物,由于极端天气加剧和气候变化,预计其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,AFL可通过复杂的谷物供应链移动,在到达最终用户之前,涉及农场、谷物升降机、谷物和乙醇加工商以及饲料厂等多个利益相关者,使众多实体面临风险。由于玉米是一种重要的食品和饲料产品,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(ETA)计算《食品安全现代化法案》监管实体中玉米AFL关键事件的概率;(2)根据通过ETA确定的因素,提出AFL风险管理建议。ETA基于爱荷华州高于十亿分之二十(ppb)阈值(2.30%)的AFL历史流行数据。结果显示饲料安全系统中有四个单点故障,其中对策未按设计发挥作用。故障定义为玉米感染AFL<20 ppb时的2型错误,而实际含量>20 ppb,且整个系统未能检测到,受污染的玉米最终到达用户手中。成功率定义为正确检测出玉米样本>20 ppb。平均成功率为50.14%,失败率为49.86%。研究得出结论,基于风险的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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/23ba/11735338/27cf7bb69c59/RISA-45-253-g002.jpg

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