Left-censored data and where to find them: Current implications in mycotoxin-related risk assessment, legislative and economic impacts

IF 15.1 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Trends in Food Science & Technology Pub Date : 2023-06-01 DOI:10.1016/j.tifs.2023.04.011
Octavian Augustin Mihalache, Chiara Dall’Asta
{"title":"Left-censored data and where to find them: Current implications in mycotoxin-related risk assessment, legislative and economic impacts","authors":"Octavian Augustin Mihalache,&nbsp;Chiara Dall’Asta","doi":"10.1016/j.tifs.2023.04.011","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><p>One of the most challenging steps in chemical risk assessment is the dietary exposure due to the high percentage of left-censored data (LCD). Mycotoxins are the group of chemical contaminants known to show the highest percentage of LCD among chemical contaminants. These data are extremely important especially if they are used for the development of new legislations with permitted maximum limits.</p></div><div><h3>Scope and approach</h3><p>In this study, we address the importance of analytical techniques and current methods of dealing with LCD, with the goal of highlighting the effect of LCD on risk assessment, which could have a potential impact on future regulations of mycotoxins in foods and the economic implications of such regulations.</p></div><div><h3>Key findings and conclusions</h3><p>Thirteen European Food Safety Authority (EFSA) Scientific Opinions and Reports on the risk of mycotoxins to humans were evaluated. The most used analytical method was based on Liquid Chromatography-Mass Spectrometry (LC-MS). Most of the occurrence data for mycotoxins in EFSA risk assessments over the last decade were condensed between 80 and 100% LCD. The typical statistical methods to handle LCD, the substitution method and cut-off values approach, frequently lead to the overestimation of the human risk which can ultimately lead to stricter law regulations with economic implication on the agricultural trades. Understanding the obstacles that analysts face and the type of data that risk assessors require will help to close the uncertainties and gaps that currently exist in exposure and risk assessment. Establishing limits of detections (LODs) and limits of quantification (LOQs) while having a clear data purpose can help reduce uncertainties in risk assessment and provide more meaningful exposure evaluations.</p></div>","PeriodicalId":441,"journal":{"name":"Trends in Food Science & Technology","volume":"136 ","pages":"Pages 112-119"},"PeriodicalIF":15.1000,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Trends in Food Science & Technology","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0924224423001218","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"FOOD SCIENCE & TECHNOLOGY","Score":null,"Total":0}
引用次数: 4

Abstract

Background

One of the most challenging steps in chemical risk assessment is the dietary exposure due to the high percentage of left-censored data (LCD). Mycotoxins are the group of chemical contaminants known to show the highest percentage of LCD among chemical contaminants. These data are extremely important especially if they are used for the development of new legislations with permitted maximum limits.

Scope and approach

In this study, we address the importance of analytical techniques and current methods of dealing with LCD, with the goal of highlighting the effect of LCD on risk assessment, which could have a potential impact on future regulations of mycotoxins in foods and the economic implications of such regulations.

Key findings and conclusions

Thirteen European Food Safety Authority (EFSA) Scientific Opinions and Reports on the risk of mycotoxins to humans were evaluated. The most used analytical method was based on Liquid Chromatography-Mass Spectrometry (LC-MS). Most of the occurrence data for mycotoxins in EFSA risk assessments over the last decade were condensed between 80 and 100% LCD. The typical statistical methods to handle LCD, the substitution method and cut-off values approach, frequently lead to the overestimation of the human risk which can ultimately lead to stricter law regulations with economic implication on the agricultural trades. Understanding the obstacles that analysts face and the type of data that risk assessors require will help to close the uncertainties and gaps that currently exist in exposure and risk assessment. Establishing limits of detections (LODs) and limits of quantification (LOQs) while having a clear data purpose can help reduce uncertainties in risk assessment and provide more meaningful exposure evaluations.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
未经审查的数据及其来源:当前对真菌毒素相关风险评估的影响、立法和经济影响
背景化学品风险评估中最具挑战性的步骤之一是由于高百分比的左删数据(LCD)导致的饮食暴露。真菌毒素是已知的化学污染物中LCD百分比最高的一类化学污染物。这些数据是非常重要的,特别是如果它们被用于制定新的立法,允许的最大限度。在本研究中,我们讨论了分析技术和当前处理LCD的方法的重要性,目的是强调LCD对风险评估的影响,这可能对未来食品中霉菌毒素的法规以及此类法规的经济影响产生潜在影响。主要发现和结论评估了13份欧洲食品安全局(EFSA)关于真菌毒素对人类风险的科学意见和报告。最常用的分析方法是液相色谱-质谱联用(LC-MS)。在过去十年中,欧洲食品安全局风险评估中大多数真菌毒素的发生数据浓缩在80%到100% LCD之间。处理LCD的典型统计方法,替代法和截止值法,经常导致高估人类风险,最终导致对农业贸易具有经济影响的更严格的法律法规。了解分析师面临的障碍和风险评估人员需要的数据类型,将有助于消除目前暴露和风险评估中存在的不确定性和差距。建立检出限(lod)和定量限(loq),同时具有明确的数据目的,有助于减少风险评估中的不确定性,并提供更有意义的暴露评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Trends in Food Science & Technology
Trends in Food Science & Technology 工程技术-食品科技
CiteScore
32.50
自引率
2.60%
发文量
322
审稿时长
37 days
期刊介绍: Trends in Food Science & Technology is a prestigious international journal that specializes in peer-reviewed articles covering the latest advancements in technology, food science, and human nutrition. It serves as a bridge between specialized primary journals and general trade magazines, providing readable and scientifically rigorous reviews and commentaries on current research developments and their potential applications in the food industry. Unlike traditional journals, Trends in Food Science & Technology does not publish original research papers. Instead, it focuses on critical and comprehensive reviews to offer valuable insights for professionals in the field. By bringing together cutting-edge research and industry applications, this journal plays a vital role in disseminating knowledge and facilitating advancements in the food science and technology sector.
期刊最新文献
Mastering the methods of modifying fish protein: Expanding its application in the food industry Zein-based nanoparticles and nanofibers: Co-encapsulation, characterization, and application in food and biomedicine Physical fields assisted frying technologies for reducing oil content of fried food Causal inference in food safety: Methods, applications, and future prospects Pectin and pectic oligosaccharides (POS): Recent advances for extraction, production, and its prebiotic potential
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1