Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA; Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Environ Res. 2021 Jan;192:110346. doi: 10.1016/j.envres.2020.110346. Epub 2020 Oct 15.
Although potential neurotoxicity of perfluoroalkyl and polyfluoroalkyl substances (PFAS) is suggested, previous epidemiologic studies have reported a 'protective' association between serum PFAS concentration and cognition function. Poor outcome assessment, residual confounding, non-monotonic dose-responses (NMDRs), and the role of reduced kidney function in PFAS excretion may be alternative explanations of these findings.
We examined the association of perfluoroalkyls with cognitive functions assessed using the Consortium to Establish a Registry for Alzheimer's Disease word learning and recall; the Animal Fluency; and the Digit Symbol Substitution tests.
We included 903 adults aged ≥60 years from the National Health and Nutrition Examination Survey (NHANES) 2011-2014. We computed a composite z-score as an average of four individual cognitive z-scores and used it as the outcome. Linear and generalized additive models were used to evaluate linear and non-linear associations.
With the linearity assumption, perfluorooctanoate (PFOA) and perfluorononanoate (PFNA) were significantly positively associated with composite z-score after adjustment for age, sex, race/ethnicity, education, smoking, poverty-income ratio, health insurance, food security, alcohol, and physical activity. Smoothing plots suggested NMDRs, especially for perfluorooctane sulfonate (PFOS) with a U-shape dose-response. When restricting to participants without chronic kidney disease (CKD) (n = 613), the positive associations for PFOA and PFNA observed in the whole population diminished, whereas PFOS was inversely and significantly associated with composite z-score. Also, negative confounding effects of fish/seafood consumption seem to be substantial. Effect estimates of composite z-score were -0.055 (95% CI: -0.097, -0.012, P = 0.01) for a doubling increase in PFOS.
These findings suggest that the previous epidemiologic findings of a 'protective' association between PFAS and cognition may be explained by CKD, NMDRs and confounding by fish consumption. PFOS at the current population exposure level in the U.S. may be a risk factor for cognitive decline in older adults with normal kidney function.
尽管有研究表明全氟烷基和多氟烷基物质(PFAS)具有潜在的神经毒性,但先前的流行病学研究报告称,血清 PFAS 浓度与认知功能之间存在“保护”关联。较差的结果评估、残余混杂因素、非单调剂量反应(NMDR)以及肾功能降低在 PFAS 排泄中的作用,可能是对这些发现的其他解释。
我们使用认知功能评估,包括 Consortium to Establish a Registry for Alzheimer's Disease 单词学习和回忆测试、动物流畅性测试和数字符号替代测试,来研究全氟烷基与认知功能的关系。
我们纳入了 903 名年龄≥60 岁的来自 2011-2014 年国家健康和营养检查调查(NHANES)的成年人。我们计算了四个个体认知 z 分数的平均值作为复合 z 分数,并将其作为结果。线性和广义加性模型用于评估线性和非线性关联。
在假设线性的情况下,在调整年龄、性别、种族/民族、教育、吸烟、贫困收入比、健康保险、食品安全、酒精和体力活动后,全氟辛烷磺酸(PFOA)和全氟壬酸(PFNA)与复合 z 分数呈显著正相关。平滑图表明存在 NMDR,特别是对于全氟辛烷磺酸(PFOS)呈 U 形剂量反应。当将研究对象限制为无慢性肾脏病(CKD)的参与者(n=613)时,在整个人群中观察到的 PFOA 和 PFNA 的正相关关系减弱,而 PFOS 与复合 z 分数呈显著负相关。此外,鱼类/海鲜消费的负向混杂效应似乎相当大。PFOS 倍增时复合 z 分数的估计值为-0.055(95%CI:-0.097,-0.012,P=0.01)。
这些发现表明,先前流行病学研究中 PFAS 与认知之间存在“保护”关联的结果可能是由 CKD、NMDR 和鱼类消费混杂因素导致的。在美国,当前人群暴露水平下的 PFOS 可能是肾功能正常的老年人认知能力下降的一个危险因素。