Independent Researcher, Loganville, GA, USA.
West Virginia University School of Public Health, Morgantown, WV, USA.
Sci Total Environ. 2022 Oct 10;842:156891. doi: 10.1016/j.scitotenv.2022.156891. Epub 2022 Jun 23.
Gender-age specific linear statistical models were fitted to analyze gender-based differences in serum concentrations of PFOA, PFNA, PFHxS, and PFOS for US adults and adolescents (N = 17,932) and children age < 12 years (N = 637) using nationally representative data for US for 2003-2018. Around the age of about 11-12 years for PFOS, PFNA, and PFNA, and around 15 years for PFOA, females begin to have reliably lower serum PFAS than males. This divergence is maximized around the ages of about 35 to 40 years for the alkylate compounds PFOA and PFNA, and from around 24-52 years for the sulfonate compounds PFOS and PFHxS. For example, for PFOS, gender divergence was 1.15 ng/mL at age 15, compared to 5.6 ng/mL at the age of 37 years. Uniquely, PFOS remained lower in females in most years after age 56, a contrast to the convergence in other PFAS studied. For males, increasing patterns were followed by somewhat decreasing patterns of concentration for most PFAS, the reverse was observed for females. The findings have implications for study design. Based on the results provided in detailed tables and figures for this study, we recommend separate analyses of male and female data. In addition, female serum concentration data should be considered for stratified analysis for pre- and post-menopausal time periods. From a mechanistic perspective, the data add support to existing questions about influences on gender differences in serum PFAS that may be attributed to causes other than menstruation, pregnancy, and lactation. These are amenable to further study.
采用线性统计模型对性别年龄进行分析,以研究 2003 年至 2018 年美国成年人和青少年(N=17932)及 12 岁以下儿童(N=637)血清中全氟辛烷磺酸(PFOS)、全氟壬酸(PFNA)、全氟己烷磺酸(PFHxS)和全氟辛酸(PFOA)的浓度在性别上的差异。对于 PFOS、PFNA 和 PFNA,女性血清中的 PFAS 浓度开始明显低于男性,大约在 11-12 岁左右;而对于 PFOA,这种差异大约在 15 岁时开始出现。这种性别差异在烷基化合物 PFOA 和 PFNA 中最大,大约在 35 到 40 岁左右;在磺酸化合物 PFOS 和 PFHxS 中,最大差值在 24-52 岁左右。例如,对于 PFOS,在 15 岁时,性别差异为 1.15ng/mL,而在 37 岁时则为 5.6ng/mL。独特的是,在大多数年份,女性的 PFOS 浓度在 56 岁后仍然低于男性,与其他研究的 PFAS 不同。对于男性,大多数 PFAS 的浓度呈现出先增加后减少的模式,而女性则相反。这些发现对研究设计具有重要意义。基于本研究详细表格和图形提供的结果,我们建议对男性和女性数据进行单独分析。此外,对于绝经前和绝经后时期,应考虑女性血清浓度数据进行分层分析。从机制的角度来看,这些数据支持了关于影响血清 PFAS 性别差异的现有问题,这些差异可能归因于除了月经、怀孕和哺乳之外的其他原因。这些问题值得进一步研究。