Department of Biostatistics and Epidemiology, University of Massachusetts Amherst, Amherst, MA, USA.
Department of Biostatistics and Epidemiology, University of Massachusetts Amherst, Amherst, MA, USA.
Environ Res. 2019 Feb;169:122-130. doi: 10.1016/j.envres.2018.10.024. Epub 2018 Oct 30.
Phthalates are ubiquitous endocrine disrupting chemicals present in a wide variety of consumer products. However, the personal characteristics associated with phthalate exposure are unclear.
We sought to describe personal, behavioral, and reproductive characteristics associated with phthalate metabolite concentrations in an ongoing study nested within the Women's Health Initiative (WHI).
We measured thirteen phthalate metabolites in two or three archived urine samples collected in 1993-2001 from each of 1257 WHI participants (2991 observations). We fit multivariable generalized estimating equation models to predict urinary biomarker concentrations from personal, behavioral, and reproductive characteristics.
Older age was predictive of lower concentrations of monobenzyl phthalate (MBzP), mono-carboxyoctyl phthalate (MCOP), mono-3-carboxypropyl phthalate (MCPP), and the sum of di-n-butyl phthalate metabolites (ΣDBP). Phthalate metabolite concentrations varied by race/region, with generally higher concentrations observed among non-Whites and women from the West region. Higher neighborhood socioeconomic status predicted lower MBzP concentrations, and higher education predicted lower monoethyl phthalate (MEP) and higher concentrations of the sum of metabolites of di-isobutyl phthalate (ΣDiBP). Overweight/obesity predicted higher MBzP, MCOP, monocarboxynonyl phthalate (MCNP), MCPP, and the sum of metabolites of di(2-ethylhexyl) phthalate (ΣDEHP) and lower MEP concentrations. Alcohol consumption predicted higher concentrations of MEP and ΣDBP, while current smokers had higher ΣDBP concentrations. Better diet quality as assessed by Healthy Eating Index 2005 scores predicted lower concentrations of MBzP, ΣDiBP, and ΣDEHP.
Factors predictive of lower biomarker concentrations included increased age and healthy behaviors (e.g. lower alcohol intake, lower body mass index, not smoking, higher quality diet, and moderate physical activity). Racial group (generally higher among non-Whites) and geographic regions (generally higher in Northeast and West compared to South regions) also were predictive of phthalate biomarker concentrations.
邻苯二甲酸酯是广泛存在的内分泌干扰化学物质,存在于各种消费产品中。然而,与邻苯二甲酸酯暴露相关的个人特征尚不清楚。
我们试图描述与正在进行的妇女健康倡议(WHI)嵌套研究中的邻苯二甲酸酯代谢物浓度相关的个人、行为和生殖特征。
我们测量了 1257 名 WHI 参与者的两个或三个 1993-2001 年存档尿液样本中的 13 种邻苯二甲酸酯代谢物(2991 个观察值)。我们拟合了多变量广义估计方程模型,以根据个人、行为和生殖特征预测尿液生物标志物浓度。
年龄较大与单苄基邻苯二甲酸酯(MBzP)、单羧基辛基邻苯二甲酸酯(MCOP)、单-3-羧基丙基邻苯二甲酸酯(MCPP)和邻苯二甲酸二丁酯代谢物总和(ΣDBP)浓度较低有关。邻苯二甲酸酯代谢物浓度因种族/地区而异,一般来说,非白人和来自西部地区的女性浓度较高。较高的邻里社会经济地位预测 MBzP 浓度较低,而较高的教育水平预测较低的单乙基邻苯二甲酸酯(MEP)和较高的邻苯二甲酸二异丁酯代谢物总和(ΣDiBP)浓度。超重/肥胖预测 MBzP、MCOP、单羧基壬基邻苯二甲酸酯(MCNP)、MCPP 和邻苯二甲酸二(2-乙基己基)酯代谢物总和(ΣDEHP)浓度较高,而 MEP 浓度较低。饮酒预测 MEP 和 ΣDBP 浓度较高,而当前吸烟者的 ΣDBP 浓度较高。健康饮食指数 2005 评分评估的饮食质量较好预测 MBzP、ΣDiBP 和 ΣDEHP 浓度较低。
预测生物标志物浓度较低的因素包括年龄增长和健康行为(例如,饮酒量减少、体重指数降低、不吸烟、饮食质量较高、适度体力活动)。种族群体(一般在非白人群体中较高)和地理区域(与南部地区相比,东北部和西部地区一般较高)也预测了邻苯二甲酸酯生物标志物浓度。