Sex-specific association of per- and polyfluoroalkyl substances (PFAS) exposure with vitamin D concentrations in older adults in the USA: an observational study.
Hui Zhao, Yuxin Ren, Jianping Ni, Lanlan Fang, Tao Zhang, Mengmeng Wang, Guoqi Cai, Yubo Ma, Faming Pan
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引用次数: 0
Abstract
Background: Per- and polyfluoroalkyl substances (PFAS) are commonly utilized in consumer products. While earlier studies have suggested potential impacts of certain PFAS on serum concentrations of vitamin D, these investigations were constrained to a limited set of conventional PFAS. Moreover, they did not specifically focus on populations with longer duration of PFAS exposure and potentially higher blood PFAS levels, such as older adults, and lacked adequate evidence to examine sex-related disparities.
Methods: This observational investigation utilized cross-sectional data obtained from the U.S. NHANES spanning the years 2003 to 2018. Survey-weighted multiple regression models were employed to evaluate the relationship between PFAS exposure and vitamin D concentrations. Multi-pollutant models were employed to evaluate the association between PFAS mixtures and vitamin D concentrations. Subsequently, environmental risk scores (ERS) were constructed to gauge associations with vitamin D concentrations. ERS was computed through a weighted linear combination of PFAS, utilizing calculations from ridge regression and adaptive elasticity network (adENET) methodologies. All analyses were stratified by sex.
Results: The study encompassed 3,853 older adults. Our analysis revealed a negative association between PFOA, PFOS, PFNA, and MeFOSAA and serum vitamin D concentrations. In analyses examining mixed exposures, various models consistently indicated an inverse association between PFAS mixed exposure and vitamin D concentrations. Moreover, an increase in ERS of PFAS across the interquartile range was associated with a decrease in vitamin D concentrations (Q4 vs. Q1, adENET: β: -0.083, 95% CI: -0.117, -0.048; ridge regression: β: -0.077, 95% CI: -0.111, -0.042). Notably, these associations were exclusively observed within the female population.
Conclusions: Our study indicates that heightened exposure to PFAS correlates with diminished serum vitamin D concentrations in females aged 60 years and older, evident in both single and mixed exposures. These findings find support in in vitro mechanistic studies, suggesting that PFAS may impact the metabolism of 25(OH)D, consequently affecting vitamin D concentrations.
美国老年人全氟和多氟烷基物质 (PFAS) 暴露与维生素 D 浓度的性别特异性关联:一项观察性研究。
背景:全氟和多氟烷基物质(PFAS)通常用于消费品中。虽然早期的研究表明某些 PFAS 可能会影响血清中维生素 D 的浓度,但这些研究仅限于有限的常规 PFAS。此外,这些研究并没有特别关注接触 PFAS 时间较长、血液中 PFAS 含量可能较高的人群,如老年人,也缺乏足够的证据来研究与性别有关的差异:这项观察性调查利用了从美国国家健康调查(NHANES)中获得的横截面数据,时间跨度为 2003 年至 2018 年。采用调查加权多元回归模型来评估全氟辛烷磺酸暴露与维生素 D 浓度之间的关系。采用多污染物模型来评估 PFAS 混合物与维生素 D 浓度之间的关系。随后,构建了环境风险评分 (ERS),以评估与维生素 D 浓度之间的关联。ERS是通过对PFAS进行加权线性组合,利用脊回归和自适应弹性网络(adENET)方法计算得出的。所有分析均按性别进行分层:研究涵盖了 3853 名老年人。我们的分析表明,PFOA、PFOS、PFNA 和 MeFOSAA 与血清维生素 D 浓度呈负相关。在对混合暴露进行分析时,各种模型一致表明,PFAS 混合暴露与维生素 D 浓度之间存在负相关。此外,PFAS ERS 在四分位数间范围内的增加与维生素 D 浓度的降低有关(Q4 与 Q1 相比,adENET:β:-0.083,95% CI:-0.117,-0.048;脊回归:β:-0.077,95% CI:-0.111,-0.042)。值得注意的是,这些关联仅在女性人群中观察到:我们的研究表明,接触全氟辛烷磺酸的增加与 60 岁及以上女性血清维生素 D 浓度的降低有关,这在单一接触和混合接触中都很明显。这些发现在体外机理研究中得到支持,表明全氟辛烷磺酸可能会影响 25(OH)D 的代谢,从而影响维生素 D 的浓度。
期刊介绍:
Environmental Health publishes manuscripts on all aspects of environmental and occupational medicine and related studies in toxicology and epidemiology.
Environmental Health is aimed at scientists and practitioners in all areas of environmental science where human health and well-being are involved, either directly or indirectly. Environmental Health is a public health journal serving the public health community and scientists working on matters of public health interest and importance pertaining to the environment.