Liddie Jahred M, Bind Marie-Abèle, Karra Mahesh, Sunderland Elsie M
Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Biostatistics Center, Massachusetts General Hospital, Boston, MA, USA.
J Expo Sci Environ Epidemiol. 2025 May;35(3):478-485. doi: 10.1038/s41370-024-00723-5. Epub 2024 Oct 6.
Epidemiologic and animal studies both support relationships between exposures to per- and polyfluoroalkyl substances (PFAS) and harmful effects on the immune system. Accordingly, PFAS have been identified as potential environmental risk factors for adverse COVID-19 outcomes.
Here, we examine associations between PFAS contamination of U.S. community water systems (CWS) and county-level COVID-19 mortality records. Our analyses leverage two datasets: one at the subnational scale (5371 CWS serving 621 counties) and one at the national scale (4798 CWS serving 1677 counties). The subnational monitoring dataset was obtained from statewide drinking monitoring of PFAS (2016-2020) and the national monitoring dataset was obtained from a survey of unregulated contaminants (2013-2015).
We conducted parallel analyses using multilevel quasi-Poisson regressions to estimate cumulative incidence ratios for the association between county-level measures of PFAS drinking water contamination and COVID-19 mortality prior to vaccination onset (Jan-Dec 2020). In the primary analyses, these regressions were adjusted for several county-level sociodemographic factors, days after the first reported case in the county, and total hospital beds.
In the subnational analysis, detection of at least one PFAS over 5 ng/L was associated with 12% higher [95% CI: 4%, 19%] COVID-19 mortality. In the national analysis, detection of at least one PFAS above the reporting limits (20-90 ng/L) was associated with 13% higher [95% CI: 8%, 19%] COVID-19 mortality.
Our findings provide evidence for an association between area-level drinking water PFAS contamination and higher COVID-19 mortality in the United States. These findings reinforce the importance of ongoing state and federal monitoring efforts supporting the U.S. Environmental Protection Agency's 2024 drinking water regulations for PFAS. More broadly, this example suggests that drinking water quality could play a role in infectious disease severity. Future research would benefit from study designs that combine area-level exposure measures with individual-level outcome data.
流行病学和动物研究均支持接触全氟和多氟烷基物质(PFAS)与免疫系统有害影响之间的关系。因此,PFAS已被确定为导致COVID-19不良后果的潜在环境风险因素。
在此,我们研究美国社区供水系统(CWS)中的PFAS污染与县级COVID-19死亡率记录之间的关联。我们的分析利用了两个数据集:一个是次国家层面的(为621个县服务的5371个CWS),另一个是国家层面的(为1677个县服务的4798个CWS)。次国家层面的监测数据集来自对PFAS的全州饮用水监测(2016 - 2020年),国家层面的监测数据集来自对未受监管污染物的调查(2013 - 2015年)。
我们使用多级准泊松回归进行平行分析,以估计县级PFAS饮用水污染测量值与疫苗接种开始前(2020年1月至12月)COVID-19死亡率之间关联的累积发病率比。在主要分析中,这些回归针对几个县级社会人口学因素、该县首次报告病例后的天数以及医院总床位数进行了调整。
在次国家层面分析中,检测到至少一种浓度超过5纳克/升的PFAS与COVID-19死亡率高出12%[95%置信区间:4%,19%]相关。在国家层面分析中,检测到至少一种高于报告限值(20 - 90纳克/升)的PFAS与COVID-19死亡率高出13%[95%置信区间:8%,19%]相关。
我们的研究结果为美国地区层面饮用水PFAS污染与更高的COVID-19死亡率之间的关联提供了证据。这些发现强化了正在进行的州和联邦监测工作的重要性,这些工作支持美国环境保护局2024年关于PFAS的饮用水法规。更广泛地说,这个例子表明饮用水质量可能在传染病严重程度中起作用。未来的研究将受益于将地区层面暴露测量与个体层面结果数据相结合的研究设计。