Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, United States; Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, United States.
Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, United States.
Environ Res. 2019 Aug;175:186-199. doi: 10.1016/j.envres.2019.05.028. Epub 2019 May 18.
Per- and poly-fluoroalkyl substances (PFAS) are public health concerns because of widespread exposure through contaminated foods/drinking water. Although some determinants of PFAS exposure have been suggested, the role of geographic location and race/ethnicity in PFAS exposure has not been well characterized.
We examined potential determinants of PFAS from the Study of Women's Health Across the Nation (SWAN).
This study includes 1302 women aged 45-56 years from 5 SWAN sites where white women and women from one minority group were recruited (black from Southeast Michigan, Pittsburgh, Boston; Chinese from Oakland; Japanese from Los Angeles). We determined concentrations of 11 PFAS in serum samples collected in 1999-2000 and examined 7 PFAS detected in most women (>97%). Linear regression with backward elimination was used to identify important determinants of PFAS serum concentrations among a set of pre-specified variables (age, body mass index, site, race/ethnicity, education, financial hardship, occupation, born outside the United States (US), parity, menstrual bleeding within the past year, smoking status, alcohol consumption, and consumption of fish, dairy, pizza, salty snack, and French fries).
Site and race/ethnicity were two major determinants of PFAS. White women had higher concentrations of linear perfluorooctanoic acid (PFOA) compared with the Chinese in Oakland (p < 0.0001) and blacks in Pittsburgh (p = 0.048). Black women in Southeast Michigan and Boston (vs. white women) had higher concentrations of linear (p < 0.001 for Southeast Michigan; p < 0.0001 for Boston) and total perfluorooctane sulfonic acid (PFOS) (p < 0.001 for both Southeast Michigan and Boston) and 2-(N-methyl-perfluorooctane sulfonamido) acetic acid (p = 0.02 for Southeast Michigan; p < 0.001 for Boston). Chinese (Oakland) and Japanese (Los Angeles) women had higher concentrations of perfluorononanoic acid (PFNA) compared with white women in each site (p < 0.01 for both). Within white women, those in Pittsburgh had relatively higher concentrations of PFAS. Within Chinese and Japanese women, those who were born outside the US had significantly lower concentrations of most PFAS but significantly higher PFNA concentrations. Menstrual bleeding and parity were significantly associated with lower PFAS concentrations. Higher intake of salty snacks including popcorn was significantly associated with higher concentrations of linear PFOA, PFOS and 2-(N-ethyl-perfluorooctane sulfonamido) acetic acid.
Geographic locations and race/ethnicity play an important role in differential exposure to PFAS, with racial/ethnic burdens differing between PFOS, PFOA and PFNA. Menstruation and parity were also determinants of PFAS concentrations possibly as an elimination route.
由于受污染的食物/饮用水的广泛暴露,全氟和多氟烷基物质(PFAS)是公共卫生关注的问题。尽管已经提出了一些 PFAS 暴露的决定因素,但地理位置和种族/民族在 PFAS 暴露中的作用尚未得到很好的描述。
我们研究了来自妇女健康全国研究(SWAN)的 PFAS 的潜在决定因素。
本研究包括来自五个 SWAN 地点的 1302 名年龄在 45-56 岁的白人女性和一个少数民族群体的女性(密歇根州东南部、匹兹堡、波士顿的黑人;奥克兰的华人;洛杉矶的日本人)。我们在 1999-2000 年采集的血清样本中测定了 11 种 PFAS 的浓度,并检查了大多数女性(>97%)检测到的 7 种 PFAS。使用具有向后消除的线性回归来确定一组预先指定变量(年龄、体重指数、地点、种族/民族、教育、经济困难、职业、出生在美国境外、生育次数、过去一年的月经出血、吸烟状况、饮酒和食用鱼、乳制品、披萨、咸零食和薯条)中 PFAS 血清浓度的重要决定因素。
地点和种族/民族是 PFAS 的两个主要决定因素。与奥克兰的华人(p<0.0001)和匹兹堡的黑人(p=0.048)相比,白人女性的线性全氟辛酸(PFOA)浓度更高。密歇根州东南部和波士顿的黑人女性(与白人女性相比)的线性(密歇根州东南部p<0.001;波士顿 p<0.0001)和总全氟辛烷磺酸(PFOS)(密歇根州东南部和波士顿 p<0.001)以及 2-(N-甲基-全氟辛烷磺酰胺基)乙酸(p=0.02 密歇根州东南部;p<0.001 波士顿)浓度更高。与每个地点的白人女性相比,奥克兰的华人(Oakland)和洛杉矶的日本人(Los Angeles)女性的全氟壬酸(PFNA)浓度更高(均为 p<0.01)。在白人女性中,匹兹堡的 PFAS 浓度相对较高。在中国女性和日本女性中,出生在美国境外的女性的大多数 PFAS 浓度明显较低,但 PFNA 浓度明显较高。月经出血和生育次数与 PFAS 浓度呈显著负相关。食用爆米花等咸味零食的量与线性 PFOA、PFOS 和 2-(N-乙基-全氟辛烷磺酰胺基)乙酸的浓度呈显著正相关。
地理位置和种族/民族在 PFAS 暴露方面起着重要作用,PFOS、PFOA 和 PFNA 的种族/民族负担存在差异。月经和生育次数也是 PFAS 浓度的决定因素,可能是一种消除途径。