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整合美国国家健康与营养检查调查(NHANES)和毒性预测数据,以按务农历史和美国公民身份比较农药暴露与生物活性。

Integrating NHANES and Toxicity Forecaster Data to Compare Pesticide Exposure and Bioactivity by Farmwork History and US Citizenship.

作者信息

Forté Chanese A, Millar Jess A, Colacino Justin

机构信息

The University of Michigan School of Public Health, Department of Environmental Health Sciences, Ann Arbor, MI, USA.

The University of Michigan, College of Engineering, Michigan Institute of Computational Discovery and Engineering, Ann Arbor, MI, USA.

出版信息

medRxiv. 2023 Jan 28:2023.01.24.23284967. doi: 10.1101/2023.01.24.23284967.

Abstract

INTRODUCTION

Farmworkers in the United States, especially migrant workers, face unique barriers to healthcare and have documented disparities in health outcomes. Exposure to pesticides, especially those persistent in the environment, may contribute to these health disparities.

METHODS

We queried the National Health and Nutrition Examination Study (NHANES) from 1999-2014 for pesticide exposure biomarker concentrations among farmworkers and non-farmworkers by citizenship status. We combined this with toxicity assay data from the US Environmental Protection Agency's (EPA's) Toxicity Forecast Dashboard (ToxCast). We estimated adverse biological effects that occur across a range of human population-relevant pesticide doses.

RESULTS

In total, there were 1,137 people with any farmwork history and 20,205 non-farmworkers. Of the 14 commonly detectable pesticide biomarkers in NHANES, 2,4-dichlorophenol (OR= 4.32, p= 2.01×10 ) was significantly higher in farmworkers than non-farmworkers. Farmworkers were 1.37 times more likely to have a bioactive pesticide biomarker measurement in comparison to non-farmworkers (adjusted OR=1.37, 95% CI: 1.10, 1.71). Within farmworkers only, those without U.S. citizenships were 1.31 times more likely to have bioactive pesticide biomarker concentrations compared those with U.S. citizenship (adjusted OR 1.31, 95% CI: 0.75, 2.30). Additionally, non-citizen farmworkers were significantly more exposed to bioactive levels of -hexachlorocyclohexane (BHC) (OR= 8.50, p= 1.23×10 ), p,p-DDE (OR= 2.98, p= 3.11×10 ), and p,p'-DDT (OR= 10.78, p= 8.70×10 ).

DISCUSSION

These results highlight pesticide exposure disparities in farmworkers, particularly those without U.S. citizenship. Many of these exposures are occurring at doses which are bioactive in toxicological assays.

摘要

引言

美国的农场工人,尤其是流动工人,在获得医疗保健方面面临独特障碍,而且有记录表明他们在健康结果方面存在差异。接触农药,尤其是那些在环境中持久存在的农药,可能是造成这些健康差异的原因之一。

方法

我们查询了1999年至2014年的美国国家健康与营养检查调查(NHANES),以获取按公民身份划分的农场工人和非农场工人中农药接触生物标志物浓度的数据。我们将此数据与美国环境保护局(EPA)的毒性预测仪表板(ToxCast)的毒性测定数据相结合。我们估计了在一系列与人类相关的农药剂量下会出现的不良生物效应。

结果

总共有1137人有任何务农经历,20205人为非农场工人。在NHANES中14种常见可检测的农药生物标志物中,2,4 - 二氯苯酚(比值比=4.32,p = 2.01×10 )在农场工人中的含量显著高于非农场工人。与非农场工人相比,农场工人有生物活性农药生物标志物测量值的可能性高1.37倍(校正比值比=1.37,95%置信区间:1.10,1.71)。仅在农场工人中,没有美国公民身份的人有生物活性农药生物标志物浓度的可能性是有美国公民身份者的1.31倍(校正比值比1.31,95%置信区间:0.75,2.30)。此外,无公民身份的农场工人接触生物活性水平的六氯环己烷(BHC)(比值比=8.50,p = 1.23×10 )、p,p - DDE(比值比=2.98,p = 3.11×10 )和p,p'- DDT(比值比=10.78,p = 8.70×10 )的程度显著更高。

讨论

这些结果凸显了农场工人,尤其是没有美国公民身份的农场工人在农药接触方面的差异。其中许多接触发生在毒理学测定中有生物活性的剂量水平。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3c0f/9901040/a63fd3873a56/nihpp-2023.01.24.23284967v1-f0001.jpg

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