Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai.
Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai.
Neurotoxicol Teratol. 2024 Mar-Apr;102:107321. doi: 10.1016/j.ntt.2024.107321. Epub 2024 Jan 13.
The 2017-2018 U.S. PFAS exposure burden calculator was designed to provide a summary exposure score for per- and polyfluoroalkyl substances (PFAS) mixtures using targeted PFAS analyte data. Its aim was to place PFAS burden score estimates onto a common scale based on nationally representative U.S. reference ranges from 2017 to 2018, enabling comparisons of overall PFAS burden scores across studies even if they did not measure the same set of PFAS analytes.
To use the U.S. PFAS exposure burden calculator for comparing the same mixture of PFAS compounds in similarly aged adolescents and their associations with cardiometabolic outcomes in the HOME Study and NHANES between 2015 and 2018.
We applied the PFAS burden calculator to 8 PFAS analytes measured in the serum of adolescents from the HOME Study (Cincinnati, Ohio; age range 11-14 years; years: 2016-2019; n = 207) and NHANES (US; age range 12-14 years; years 2015-2018; n = 245). We used the non-parametric Mann-Whitney U test and chi-squared test to compare the two study samples. In both studies, we examined associations of PFAS burden scores with the same cardiometabolic outcomes, adjusted for the same core set of covariates using regression analyses. We conducted sensitivity analyses to verify robustness of exposure-outcome associations, by accounting for measurement error of PFAS burden scores.
PFAS burden scores were significantly different (p = 0.004) between the HOME Study (median: 0.00, interquartile range - 0.37, 0.34) and the NHANES samples (median: 0.04, IQR -0.11, 0.54), while no significant difference was found for PFAS summed concentrations (p = 0.661). In the HOME Study, an interquartile (IQR) increase in PFAS burden score was associated with higher total cholesterol [7.0 mg/dL, 95% CI: 0.6, 13.4]; HDL [2.8 mg/dL, 95% CI: 0.4, 5.2]; LDL [5.9 mg/dL, 95% CI: 0.5, 11.3], insulin [0.1 log(mIU/L), 95% CI: 0.01, 0.2], and HOMA-IR [0.1, 95% CI: 0.01, 0.2]. In NHANES, an IQR increase in PFAS burden score was associated with higher diastolic blood pressure [2.4 mmHg, 95% CI: 0.4, 4.4] but not with other outcomes. Sensitivity analyses in the HOME Study and NHANES were consistent with the main findings.
Performance of the U.S. PFAS exposure burden calculator was similar in a local versus national sample of adolescents, and may be a useful tool for the assessment of PFAS mixtures across studies.
2017-2018 年美国 PFAS 暴露负担计算器旨在使用靶向 PFAS 分析物数据为全氟和多氟烷基物质 (PFAS) 混合物提供综合暴露评分。其目的是根据 2017 年至 2018 年美国全国代表性参考范围,将 PFAS 负担评分估算值置于共同的范围内,从而能够比较即使没有测量相同的一组 PFAS 分析物,也能在研究之间比较整体 PFAS 负担评分。
在 HOME 研究和 NHANES 中,使用美国 PFAS 暴露负担计算器比较相同的 PFAS 化合物混合物,并评估其与青少年心血管代谢结局的相关性,这些研究的时间范围是 2015 年至 2018 年。
我们将 PFAS 负担计算器应用于 HOME 研究(俄亥俄州辛辛那提;年龄范围 11-14 岁;年份:2016-2019;n=207)和 NHANES(美国;年龄范围 12-14 岁;年份:2015-2018;n=245)中青少年血清中测量的 8 种 PFAS 分析物。我们使用非参数曼-惠特尼 U 检验和卡方检验比较了这两个研究样本。在这两个研究中,我们使用回归分析,在相同的核心协变量集上,检验了 PFAS 负担评分与相同的心血管代谢结局之间的关联。我们进行了敏感性分析,通过考虑 PFAS 负担评分的测量误差,验证了暴露-结局关联的稳健性。
HOME 研究(中位数:0.00,四分位距 -0.37,0.34)和 NHANES 样本(中位数:0.04,四分位距 -0.11,0.54)之间的 PFAS 负担评分存在显著差异(p=0.004),而 PFAS 总和浓度没有显著差异(p=0.661)。在 HOME 研究中,PFAS 负担评分的四分位距(IQR)增加与总胆固醇[7.0mg/dL,95%CI:0.6,13.4]、高密度脂蛋白[2.8mg/dL,95%CI:0.4,5.2]、低密度脂蛋白[5.9mg/dL,95%CI:0.5,11.3]、胰岛素[0.1log(mIU/L),95%CI:0.01,0.2]和 HOMA-IR[0.1,95%CI:0.01,0.2]有关。在 NHANES 中,PFAS 负担评分的 IQR 增加与舒张压[2.4mmHg,95%CI:0.4,4.4]有关,但与其他结局无关。HOME 研究和 NHANES 的敏感性分析与主要发现一致。
美国 PFAS 暴露负担计算器在当地和全国青少年样本中的表现相似,可能是评估研究之间 PFAS 混合物的有用工具。