Per- and Polyfluoroalkyl Substances Are Associated with Increased Vasomotor Symptom Prevalence and Incident Occurrence among Midlife Women in the United States

IF 10.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Jiaxin Wu,Wenzhiyuan Zhang,Rachael A. Brooks,Carrie A. Karvonen-Gutierrez,Xin Wang,Zhenke Wu,Bhramar Mukherjee,John F. Randolph,Ellen B. Gold,Siobán D. Harlow,Sung Kyun Park
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引用次数: 0

Abstract

Abstract Vasomotor symptoms (VMS), including hot flashes and night sweats, are frequently reported by women during the menopause transition. Per- and polyfluoroalkyl substances (PFAS) are linked to elevated follicle-stimulating hormone, decreased estrogen, and earlier menopause, but their associations with VMS remain unexplored. This study assessed individual PFAS levels and their patterns in association with prevalent and incident VMS using data from 1,400 women aged 45−56 years at baseline PFAS measurement in the Study of Women’s Health Across the Nation (1999−2000), who were followed through 2016. VMS were defined as any hot flashes or night sweats reported in the previous 2 weeks at each visit. Serum concentrations of seven PFAS with high detection rates (>96%) were included. Multiple imputation was used to impute missing values in covariates and left-truncation weights. Modified Poisson regression estimated prevalence ratios (PRs) and 95% confidence intervals (CIs) in cross-sectional analyses; weighted interval-censored accelerated failure time models with a Weibull distribution computed time ratios (TRs), which were converted to hazard ratios (HRs) and 95% CIs in longitudinal analyses. Three clusters of participants with distinct PFAS exposure profiles (low-, medium-, or high-exposure patterns across all measured PFAS) were identified using k-means clustering and evaluated in relation to VMS prevalence and incidence. Adjusting for baseline sociodemographic, behavioral, psychosocial, and clinical factors, a doubling of linear perfluorooctanoic acid (n-PFOA) and 2-(N-methyl-perfluorooctane sulfonamido)acetic acid (MeFOSAA) was associated with modestly higher VMS prevalence (n-PFOA: PR = 1.05, 95% CI: 1.01−1.09; MeFOSAA: PR = 1.03, 95% CI: 1.01−1.06) and incidence (n-PFOA: HR = 1.11, 95% CI: 1.05−1.16; MeFOSAA: HR = 1.07, 95% CI: 1.03−1.11). Results of dose−response analyses indicated an increasing hazard of VMS occurrence with higher concentrations of several PFAS. Analyses using clusters indicated that women with medium PFAS exposure patterns had higher VMS prevalence and incidence compared to the low exposure group (PR = 1.13, 95% CI: 1.06−1.22; HR = 1.27, 95% CI: 1.17−1.39). Women with high exposure patterns had modestly higher VMS incidence and prevalence (PR = 1.10, 95% CI: 1.01−1.20; HR = 1.14, 95% CI: 1.02−1.28). These findings suggest that certain PFAS may increase VMS prevalence and accelerate the onset of VMS, potentially influencing quality of life in midlife women.
在美国,全氟和多氟烷基物质与中年妇女血管舒缩症状患病率和事件发生增加有关
血管舒缩症状(VMS),包括潮热和盗汗,是绝经过渡期妇女经常报告的症状。全氟烷基和多氟烷基物质(PFAS)与促卵泡激素升高、雌激素降低和更年期提前有关,但它们与VMS的关系尚不清楚。本研究使用全国妇女健康研究(1999 - 2000)中1400名年龄在45 - 56岁的妇女的基线PFAS测量数据,评估了个体PFAS水平及其与流行和事件VMS相关的模式,并对她们进行了随访至2016年。VMS定义为每次就诊前2周报告的潮热或盗汗。纳入了7种高检出率(>96%)的PFAS血清浓度。采用多重插值方法对协变量缺失值和左截断权值进行插值。修正泊松回归在横断面分析中估计患病率比(pr)和95%置信区间(ci);采用威布尔分布的加权间隔截短加速失效时间模型计算时间比(TRs),并在纵向分析中转化为风险比(hr)和95% ci。使用k-means聚类方法确定具有不同PFAS暴露概况的三组参与者(在所有测量的PFAS中,低、中或高暴露模式),并评估VMS患病率和发病率。调整基线社会人口统计学、行为、心理社会和临床因素后,线性全氟辛酸(n-PFOA)和2-(n-甲基-全氟辛烷磺胺)乙酸(MeFOSAA)的两倍与中度较高的VMS患病率(n-PFOA: PR = 1.05, 95% CI: 1.01 - 1.09; MeFOSAA: PR = 1.03, 95% CI: 1.01 - 1.06)和发病率(n-PFOA: HR = 1.11, 95% CI: 1.05 - 1.16; MeFOSAA: HR = 1.07, 95% CI: 1.03 - 1.11)相关。剂量-反应分析结果表明,几种PFAS浓度越高,VMS发生的危险性越高。聚类分析表明,与低暴露组相比,中等PFAS暴露模式的女性VMS患病率和发病率更高(PR = 1.13, 95% CI: 1.06 - 1.22; HR = 1.27, 95% CI: 1.17 - 1.39)。高暴露模式的妇女VMS发病率和患病率略高(PR = 1.10, 95% CI: 1.01 ~ 1.20; HR = 1.14, 95% CI: 1.02 ~ 1.28)。这些发现表明,某些PFAS可能会增加VMS的患病率并加速VMS的发病,从而潜在地影响中年女性的生活质量。
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来源期刊
Environmental Health Perspectives
Environmental Health Perspectives 环境科学-公共卫生、环境卫生与职业卫生
CiteScore
14.40
自引率
2.90%
发文量
388
审稿时长
6 months
期刊介绍: Environmental Health Perspectives (EHP) is a monthly peer-reviewed journal supported by the National Institute of Environmental Health Sciences, part of the National Institutes of Health under the U.S. Department of Health and Human Services. Its mission is to facilitate discussions on the connections between the environment and human health by publishing top-notch research and news. EHP ranks third in Public, Environmental, and Occupational Health, fourth in Toxicology, and fifth in Environmental Sciences.
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