Hospital Infection Management and Disease Prevention and Control Department, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China.
Department for Endemic and Chronic Disease Control, Hainan Provincial Center for Disease Control and Prevention, Haikou, Hainan, China.
Sci Rep. 2024 Sep 5;14(1):20799. doi: 10.1038/s41598-024-71664-0.
Although there is an association between income status and concentration of perfluoroalkyl and polyfluoroalkyl substance (PFAS), the association remains uncertain in patients with hypertension, hyperlipidemia, and comorbidities. Data from the 2013-2016 National Health and Nutrition Examination Survey were analyzed. A total of 2665 adults were included, and the data included participants' serum PFAS (perfluorooctanoic acid [PFOA], perfluorononaic acid, perfluorodecanoic acid, perfluoroundecanoic acid, perfluorohexane sulfonic acid, and perfluorooctane sulfonic acid) levels and selected covariates. Multivariate linear regression models were used to examine the association between the ratio of family income to poverty (PIR) and individual serum PFAS concentrations in the hypertensive and/or hyperlipidemia groups after adjusting for covariates. The potential effects of sex and age on the results were explored using stratified analysis. A mediating effect model was used to explore the mediating effects of body mass index (BMI) and waist circumference on the association results. After adjusting for potential confounders, for hyperlipidemia and comorbidities (hypertension and hyperlipidemia), serum levels of multiple common PFAS increased by 0.09% (95%Confidence interval [CI] 0.02-0.15%) to 0.13% (95%CI 0.08-0.19%) and 0.10% (95%CI 0.02-0.17%) to 0.12% (95%CI 0.06-0.18%), respectively, with each 1% increase in PIR. The covariate model and stratified analyses results suggested the potential effects of different covariates such as age and sex, leading to changes in the statistical significance of the association results. BMI significantly mediated the effect of PIR on PFOA in hyperlipidemia (13%, P < 0.001). Household income in adults with hyperlipidemia and comorbidities positively correlated with serum PFAS concentration in the United States. Obesity played an indispensable mediating role in the association between economic income and PFAS concentration.
尽管收入状况与全氟烷基和多氟烷基物质(PFAS)的浓度之间存在关联,但在高血压、高血脂和合并症患者中,这种关联仍不确定。对 2013-2016 年全国健康和营养调查的数据进行了分析。共纳入 2665 名成年人,数据包括参与者的血清 PFAS(全氟辛酸[PFOA]、全氟壬酸、全氟癸酸、全氟十一烷酸、全氟己烷磺酸和全氟辛烷磺酸)水平和选定的协变量。使用多变量线性回归模型,在校正协变量后,检验高血压和/或高血脂组中家庭收入与贫困比率(PIR)与个体血清 PFAS 浓度之间的关系。使用分层分析探讨了性别和年龄对结果的潜在影响。使用中介效应模型探讨了体重指数(BMI)和腰围对关联结果的中介效应。在调整潜在混杂因素后,对于高血脂和合并症(高血压和高血脂),多种常见 PFAS 的血清水平分别增加了 0.09%(95%置信区间[CI]0.02-0.15%)至 0.13%(95%CI0.08-0.19%)和 0.10%(95%CI0.02-0.17%)至 0.12%(95%CI0.06-0.18%),PIR 每增加 1%。协变量模型和分层分析结果表明,年龄和性别等不同协变量的潜在影响会导致关联结果的统计学意义发生变化。BMI 显著介导了 PIR 对高血脂中 PFOA 的影响(13%,P<0.001)。患有高血脂和合并症的成年人的家庭收入与美国血清 PFAS 浓度呈正相关。肥胖在经济收入与 PFAS 浓度之间的关联中起着不可或缺的中介作用。