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On the importance of developing integrative modelling approaches within the framework of human exposure assessment.

机译:关于在人类暴露评估框架内开发集成建模方法的重要性。

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Human populations can be exposed to chemical hazards present in the environment and in particular to chemicals present in food. In practice, environmental and human exposure assessments are generally conducted independently on the basis of multiple sources data and relying on separately developed methods, models and scenarios. Connecting the assessments of environmental and human exposure by developing multimedia modelling is of great interest in order to better characterize the different routes across which human populations can be exposed to chemicals. Significant efforts were recently made to improve information by conducting Total Diet Studies (TDS) and collecting human biomonitoring data although these study types have not been considered in combination to study total exposure. Aim: The background objective of this study is to develop integrative approaches that accommodate available data sources for relating external and internal exposure. Specifically, this study aims at developing methodological tools to account for the different routes while assessing human exposure to chemical contaminants or residuals. Methods: Approaches will be developed for multi-pathway and multimedia exposure models using food monitoring data, the results of total diet studies and environmental and biomonitoring data. Bayesian modelling will preferably be adopted enabling the combination of a priori knowledge (e.g. expert advices) and multiple data sources (e.g. TDS and human biomonitoring data), and to capture uncertainty/variability. This conceptual approach will be applied focusing on case-studies relevant to German dietary patterns by considering the results of the German total diet study. Results and discussion: This study will allow better understanding the total chemical exposure of the German population by the identification of sensitive exposure patterns (e.g. high consumers of particular food items). These results, which aim at bridging the gaps between environmental and human exposure assessment models, will improve the characterization of the contribution of environmental processes while predicting on a population level the internal exposure of human to chemical (or radioactive) substances.
机译:人群可能遭受环境中存在的化学危害,特别是食品中存在的化学危害。实际上,环境和人类暴露评估通常是基于多个来源的数据并依赖于单独开发的方法,模型和场景来独立进行的。为了更好地表征人群可能暴露于化学物质的不同途径,通过开发多媒体建模将环境和人类暴露的评估联系起来非常令人感兴趣。尽管尚未考虑将这些研究类型组合起来研究总暴露量,但最近仍在通过进行总饮食研究(TDS)和收集人类生物监测数据来改善信息方面做出了巨大的努力。目的:本研究的背景目标是开发整合方法,以容纳可用于关联外部和内部暴露的可用数据源。具体而言,这项研究旨在开发方法工具,以说明不同的途径,同时评估人类对化学污染物或残留物的暴露程度。方法:将使用食物监测数据,总饮食研究的结果以及环境和生物监测数据,为多途径和多媒体接触模型开发方法。优选地将采用贝叶斯建模,以使先验知识(例如专家建议)和多个数据源(例如TDS和人类生物监测数据)相结合,并捕获不确定性/可变性。通过考虑德国总体饮食研究的结果,将采用这种概念性方法,着重于与德国饮食模式有关的案例研究。结果与讨论:这项研究将通过识别敏感的暴露方式(例如,特定食品的高消费量)来更好地了解德国人口的化学暴露总量。这些结果旨在弥合环境和人类暴露评估模型之间的差距,将改善环境过程贡献的特征,同时在人群水平上预测人类对化学(或放射性)物质的内部暴露。

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