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How Many Urine Samples Are Needed to Accurately Assess Exposure to Non-Persistent Chemicals? The Biomarker Reliability Assessment Tool (BRAT) for Scientists, Research Sponsors, and Risk Managers

In epidemiologic and exposure research, biomonitoring is often used as the basis for assessing human exposure to environmental chemicals. Studies frequently rely on a single urinary measurement per participant to assess exposure to non-persistent chemicals. However, there is a growing consensus that...

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Autores principales: Verner, Marc-André, Salame, Hassan, Housand, Conrad, Birnbaum, Linda S., Bouchard, Maryse F., Chevrier, Jonathan, Aylward, Lesa L., Naiman, Daniel Q., LaKind, Judy S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7730379/
https://www.ncbi.nlm.nih.gov/pubmed/33291237
http://dx.doi.org/10.3390/ijerph17239102
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author Verner, Marc-André
Salame, Hassan
Housand, Conrad
Birnbaum, Linda S.
Bouchard, Maryse F.
Chevrier, Jonathan
Aylward, Lesa L.
Naiman, Daniel Q.
LaKind, Judy S.
author_facet Verner, Marc-André
Salame, Hassan
Housand, Conrad
Birnbaum, Linda S.
Bouchard, Maryse F.
Chevrier, Jonathan
Aylward, Lesa L.
Naiman, Daniel Q.
LaKind, Judy S.
author_sort Verner, Marc-André
collection PubMed
description In epidemiologic and exposure research, biomonitoring is often used as the basis for assessing human exposure to environmental chemicals. Studies frequently rely on a single urinary measurement per participant to assess exposure to non-persistent chemicals. However, there is a growing consensus that single urine samples may be insufficient for adequately estimating exposure. The question then arises: how many samples would be needed for optimal characterization of exposure? To help researchers answer this question, we developed a tool called the Biomarker Reliability Assessment Tool (BRAT). The BRAT is based on pharmacokinetic modeling simulations, is freely available, and is designed to help researchers determine the approximate number of urine samples needed to optimize exposure assessment. The BRAT performs Monte Carlo simulations of exposure to estimate internal levels and resulting urinary concentrations in individuals from a population based on user-specified inputs (e.g., biological half-life, within- and between-person variability in exposure). The BRAT evaluates—through linear regression and quantile classification—the precision/accuracy of the estimation of internal levels depending on the number of urine samples. This tool should guide researchers towards more robust biomonitoring and improved exposure classification in epidemiologic and exposure research, which should in turn improve the translation of that research into decision-making.
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spelling pubmed-77303792020-12-12 How Many Urine Samples Are Needed to Accurately Assess Exposure to Non-Persistent Chemicals? The Biomarker Reliability Assessment Tool (BRAT) for Scientists, Research Sponsors, and Risk Managers Verner, Marc-André Salame, Hassan Housand, Conrad Birnbaum, Linda S. Bouchard, Maryse F. Chevrier, Jonathan Aylward, Lesa L. Naiman, Daniel Q. LaKind, Judy S. Int J Environ Res Public Health Article In epidemiologic and exposure research, biomonitoring is often used as the basis for assessing human exposure to environmental chemicals. Studies frequently rely on a single urinary measurement per participant to assess exposure to non-persistent chemicals. However, there is a growing consensus that single urine samples may be insufficient for adequately estimating exposure. The question then arises: how many samples would be needed for optimal characterization of exposure? To help researchers answer this question, we developed a tool called the Biomarker Reliability Assessment Tool (BRAT). The BRAT is based on pharmacokinetic modeling simulations, is freely available, and is designed to help researchers determine the approximate number of urine samples needed to optimize exposure assessment. The BRAT performs Monte Carlo simulations of exposure to estimate internal levels and resulting urinary concentrations in individuals from a population based on user-specified inputs (e.g., biological half-life, within- and between-person variability in exposure). The BRAT evaluates—through linear regression and quantile classification—the precision/accuracy of the estimation of internal levels depending on the number of urine samples. This tool should guide researchers towards more robust biomonitoring and improved exposure classification in epidemiologic and exposure research, which should in turn improve the translation of that research into decision-making. MDPI 2020-12-06 2020-12 /pmc/articles/PMC7730379/ /pubmed/33291237 http://dx.doi.org/10.3390/ijerph17239102 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Verner, Marc-André
Salame, Hassan
Housand, Conrad
Birnbaum, Linda S.
Bouchard, Maryse F.
Chevrier, Jonathan
Aylward, Lesa L.
Naiman, Daniel Q.
LaKind, Judy S.
How Many Urine Samples Are Needed to Accurately Assess Exposure to Non-Persistent Chemicals? The Biomarker Reliability Assessment Tool (BRAT) for Scientists, Research Sponsors, and Risk Managers
title How Many Urine Samples Are Needed to Accurately Assess Exposure to Non-Persistent Chemicals? The Biomarker Reliability Assessment Tool (BRAT) for Scientists, Research Sponsors, and Risk Managers
title_full How Many Urine Samples Are Needed to Accurately Assess Exposure to Non-Persistent Chemicals? The Biomarker Reliability Assessment Tool (BRAT) for Scientists, Research Sponsors, and Risk Managers
title_fullStr How Many Urine Samples Are Needed to Accurately Assess Exposure to Non-Persistent Chemicals? The Biomarker Reliability Assessment Tool (BRAT) for Scientists, Research Sponsors, and Risk Managers
title_full_unstemmed How Many Urine Samples Are Needed to Accurately Assess Exposure to Non-Persistent Chemicals? The Biomarker Reliability Assessment Tool (BRAT) for Scientists, Research Sponsors, and Risk Managers
title_short How Many Urine Samples Are Needed to Accurately Assess Exposure to Non-Persistent Chemicals? The Biomarker Reliability Assessment Tool (BRAT) for Scientists, Research Sponsors, and Risk Managers
title_sort how many urine samples are needed to accurately assess exposure to non-persistent chemicals? the biomarker reliability assessment tool (brat) for scientists, research sponsors, and risk managers
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7730379/
https://www.ncbi.nlm.nih.gov/pubmed/33291237
http://dx.doi.org/10.3390/ijerph17239102
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