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整合 NHANES 和毒性预测器数据,以比较按农事史和美国公民身份划分的农药暴露和生物活性。

Integrating NHANES and toxicity forecaster data to compare pesticide exposure and bioactivity by farmwork history and US citizenship.

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

J Expo Sci Environ Epidemiol. 2024 Mar;34(2):208-216. doi: 10.1038/s41370-023-00583-5. Epub 2023 Jul 20.

Abstract

BACKGROUND

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.

OBJECTIVE

Quantify differences in pesticide exposure bioactivity by farmworker category and US citizenship status.

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 Forecaster (ToxCast). We estimated adverse biological effects that occur across a range of human population-relevant pesticide doses.

RESULTS

In total, there were 844 people with any farmwork history and 23,592 non-farmworkers. Of 12 commonly detectable pesticide biomarkers in NHANES, 2,4-dichlorophenoxyacetic acid (OR = 3.76, p = 1.33 × 10) was significantly higher in farmworkers than non-farmworkers. Farmworkers were 1.15 times more likely to have a bioactive pesticide biomarker measurement in comparison to non-farmworkers (adjusted OR = 1.15, 95% CI: 0.87, 1.51). Non-U.S. citizens were 1.39 times more likely to have bioactive pesticide biomarker concentrations compared to people with U.S. citizenship (adjusted OR 1.39, 95% CI: 1.17, 1.64). Additionally, non-citizens were significantly more exposed to bioactive levels of β-hexachlorocyclohexane (BHC) (OR = 8.10, p = 1.33 × 10), p,p-DDE (OR = 2.60, p = 0.02), and p,p'-DDT (OR = 7.75, p = 0.01).

IMPACT STATEMENT

Farmworkers are a vulnerable population due to social determinants of health and occupational exposures. Here, we integrate US population chemical biomonitoring data and toxicity outcome data to assess pesticide exposure by farmwork history and citizenship. We find that farmworkers and those without US citizenship are significantly more likely to be exposed to concentrations of pesticides which are bioactive in toxicological assays. Thus, farmworkers employed in the US but who are not citizens could be at increased risk of harm to their health due to pesticides. These findings are important to shape evidence-based policies in regulatory science to promote worker safety.

摘要

背景

美国的农场工人,尤其是移民工人,在获得医疗保健方面面临着独特的障碍,并且他们的健康结果存在明显差异。接触农药,特别是那些在环境中持久存在的农药,可能导致这些健康差异。

目的

按农场工人类别和美国公民身份量化农药暴露生物活性的差异。

方法

我们从 1999 年至 2014 年的国家健康和营养检查调查(NHANES)中查询了农场工人和非农场工人的农药暴露生物标志物浓度,按公民身份进行了分类。我们将这些数据与美国环境保护署(EPA)毒性预测器(ToxCast)的毒性测定数据结合起来。我们估计了在一系列与人群相关的农药剂量下发生的不良生物效应。

结果

共有 844 人有过任何农场工作经历,23592 人没有农场工作经历。在 NHANES 中检测到的 12 种常见的农药生物标志物中,2,4-二氯苯氧乙酸(2,4-D)(OR=3.76,p=1.33×10)在农场工人中的浓度明显高于非农场工人。与非农场工人相比,农场工人有 1.15 倍的可能性具有生物活性农药生物标志物测量值(调整后的 OR=1.15,95%CI:0.87,1.51)。非美国公民与美国公民相比,具有生物活性农药生物标志物浓度的可能性高 1.39 倍(调整后的 OR 为 1.39,95%CI:1.17,1.64)。此外,非公民接触生物活性水平的β-六氯环己烷(BHC)(OR=8.10,p=1.33×10)、p,p'-DDE(OR=2.60,p=0.02)和 p,p'-DDT(OR=7.75,p=0.01)的可能性明显更高。

影响说明

由于健康的社会决定因素和职业暴露,农场工人是一个脆弱的群体。在这里,我们整合了美国人群化学生物监测数据和毒性结果数据,以评估按农场工作经历和公民身份划分的农药暴露情况。我们发现,农场工人和没有美国公民身份的人更有可能接触到在毒理学检测中具有生物活性的农药浓度。因此,在美国受雇的农场工人但没有美国公民身份的人可能会因接触农药而增加健康受损的风险。这些发现对于制定监管科学中的循证政策以促进工人安全非常重要。

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