Suppr超能文献

美国食源性疾病暴发的因果中介分析:血清型和食物载体

Causal Mediation Analysis of Foodborne Outbreaks in the United States: Serotypes and Food Vehicles.

作者信息

Buyrukoğlu Gonca, Moreira Juan, Topalcengiz Zeynal

机构信息

Department of Statistics, Faculty of Science, Çankırı Karatekin University, 18100 Çankırı, Türkiye.

Department of Food Science and Human Nutrition, College of Health and Human Sciences, Colorado State University, Fort Collins, CO 80526, USA.

出版信息

Pathogens. 2024 Dec 22;13(12):1134. doi: 10.3390/pathogens13121134.

Abstract

Various serotypes have caused numerous foodborne outbreaks associated with food vehicles in different categories. This study provides evidence on the occurrence and inter-relations between serotypes and the number of deaths mediated by the number of illnesses and hospitalizations. Confirmed foodborne outbreaks of serotypes (n = 2868) that occurred between 1998 and 2021 were obtained from the Centers for Disease Control and Prevention National Outbreak Reporting System. Causal mediation analysis was performed based on 500 bootstrap samples. The serotypes and the Interagency Food Safety Analytics Collaboration (IFSAC) food categories as confounding effects were considered as categorical variables. A total of 106 single serotypes were associated with foodborne outbreaks. Foodborne outbreaks caused by serotypes resulted in 81,996 illnesses, 11,018 hospitalizations, and 115 deaths between 1998 and 2021 in the United States. The serotypes Enteritidis (815 outbreaks, 28.42%), Typhimurium (359 outbreaks, 12.52%), and Newport (220 outbreaks, 7.67%) accounted for almost half of -linked outbreaks. Poultry products, "chickens", "eggs", and "turkey", were the leading IFSAC food categories, accounting for 14.02% of total outbreaks and 10.44% of total deaths. Certain serotypes had a significant effect on illness, hospitalization, and death counts. Two serotypes, Heidelberg and Saintpaul, and "fruits" as the food vehicle in IFSAC categories had a significant direct effect on the number of illnesses, hospitalizations, and deaths as outcomes of outbreaks ( ≤ 0.05). There was strong evidence that illness and hospitalization counts played a key role in the pathway from serotype to death counts on foodborne outbreaks caused by based on causal mediation analysis. The findings of this study can help outbreak investigations and lead to prevention and control measures by providing insightful information about the frequencies of serotypes and the associated food vehicles causing foodborne diseases.

摘要

不同血清型引发了众多与不同类别食品载体相关的食源性疾病暴发。本研究提供了关于血清型的发生情况及其相互关系,以及由疾病和住院人数介导的死亡人数的证据。1998年至2021年间确诊的血清型食源性疾病暴发(n = 2868)数据来自疾病控制与预防中心的国家疫情报告系统。基于500个自抽样样本进行了因果中介分析。血清型以及作为混杂效应的跨部门食品安全分析协作组织(IFSAC)食品类别被视为分类变量。共有106种单一血清型与食源性疾病暴发相关。1998年至2021年期间,美国由血清型导致的食源性疾病暴发造成了81996例疾病、11018例住院和115例死亡。肠炎血清型(815起暴发,28.42%)、鼠伤寒血清型(359起暴发,12.52%)和纽波特血清型(220起暴发,7.67%)占与血清型相关暴发的近一半。家禽产品,即“鸡肉”“鸡蛋”和“火鸡”,是IFSAC食品类别中的主要类别,占总暴发数的14.02%和总死亡数的10.44%。某些血清型对疾病、住院和死亡人数有显著影响。海德堡血清型和圣保罗血清型这两种血清型,以及IFSAC类别中作为食品载体的“水果”,作为暴发结果对疾病、住院和死亡人数有显著直接影响(P≤0.05)。基于因果中介分析,有强有力的证据表明,在由血清型导致的食源性疾病暴发中,疾病和住院人数在从血清型到死亡人数的路径中起关键作用。本研究结果可为疫情调查提供帮助,并通过提供有关导致食源性疾病的血清型频率及相关食品载体的深入信息,进而采取预防和控制措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db7b/11676911/9d380574d533/pathogens-13-01134-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验