{"title":"Left-censored data and where to find them: Current implications in mycotoxin-related risk assessment, legislative and economic impacts","authors":"Octavian Augustin Mihalache, 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.
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.