U.S. Environmental Protection Agency, Washington, DC 20460, USA.
Department of Mathematics and Computer Science, College of the Holy Cross, Worcester, MA 01610, USA.
Int J Environ Res Public Health. 2023 Mar 3;20(5):4539. doi: 10.3390/ijerph20054539.
The relative contribution of environmental contaminants is an important, and frequently unanswered, question in human or ecological risk assessments. This interpretation of relative importance allows determination of the overall effect of a set of variables relative to other variables on an adverse health outcome. There are no underlying assumptions of independence of variables. The tool developed and used here is specifically designed for studying the effects of mixtures of chemicals on a particular function of the human body.
We apply the approach to estimate the contributions of total exposure to six PFAS (perfluorodecanoic acid, perfluorohexane sulfonic acid, 2-(N-methyl-PFOSA) acetate, perfluorononanoic acid, perfluoroundecanoic acid and perfluoroundecanoic acid) to loss of bone mineral density relative to other factors related to risk of osteoporosis and bone fracture, using data from subjects who participated in the US National Health Examination and Nutrition Surveys (NHANES) of 2013-2014.
PFAS exposures contribute to bone mineral density changes relative to the following variables: age, weight, height, vitamin D2 and D3, gender, race, sex hormone binding globulin, testosterone, and estradiol.
We note significant alterations to bone mineral density among more highly exposed adults and significant differences in effects between men and women.
环境污染物的相对贡献是人类或生态风险评估中一个重要且经常未得到解答的问题。这种相对重要性的解释可以确定一组变量相对于其他变量对不良健康结果的总体影响。变量之间没有独立性的基本假设。这里开发和使用的工具专门用于研究化学混合物对人体特定功能的影响。
我们应用该方法来估计六种全氟烷基物质(PFOA,PFOSA,2-(N-甲基-PFOSA)醋酸盐,PFNA,PFDA 和 PFUnDA)对骨密度损失的总暴露相对于与骨质疏松症和骨折风险相关的其他因素的贡献,使用了 2013-2014 年参加美国国家健康检查和营养调查(NHANES)的受试者的数据。
PFAS 暴露与以下变量的骨密度变化有关:年龄、体重、身高、维生素 D2 和 D3、性别、种族、性激素结合球蛋白、睾酮和雌二醇。
我们注意到高暴露成年人的骨密度有显著变化,且男性和女性的影响存在显著差异。