Balogun Mary, Obeng-Gyasi Emmanuel
Department of Built Environment, North Carolina A&T State University, Greensboro, NC 27411, USA.
Environmental Health and Disease Laboratory, North Carolina A&T State University, Greensboro, NC 27411, USA.
J Xenobiot. 2024 Apr 28;14(2):516-536. doi: 10.3390/jox14020031.
This study utilizes the National Health and Nutrition Examination Survey (NHANES) 2017-2018 data to explore the relationship between exposure to perfluoroalkyl substances (specifically perfluorooctanoic acid (PFOA) and perfluorooctanesulfonic acid (PFOS), metals lead (Pb), mercury (Hg), and cadmium (Cd), allostatic load, and hepatic disease markers, including the fatty liver index a measure of the likelihood of non-alcoholic fatty liver disease, aspartate aminotransferase (AST), alanine aminotransferase (ALT), alkaline phosphatase (ALP), and total bilirubin. The paper identified significant associations and interaction effects by employing descriptive statistics, Spearman's correlation analysis, linear regression, and Bayesian kernel machine regression (BKMR). Descriptive statistics highlight sex-specific differences in contaminant levels. Spearman's analysis underscores strong correlations among metals and per- and polyfluoroalkyl substances (PFAS). Linear regression reveals significant impacts of specific contaminants on AST, ALT, ALP, and bilirubin levels, adjusting for age and alcohol consumption. BKMR results further elucidate the complex, potentially synergistic relationships between these environmental exposures and the likelihood of non-alcoholic fatty liver disease, offering nuanced insights into their combined effects on liver health. The findings emphasize the intricate dynamics of environmental exposures on hepatic function, advocating for targeted public health interventions.
本研究利用2017 - 2018年美国国家健康与营养检查调查(NHANES)数据,探讨全氟烷基物质(特别是全氟辛酸(PFOA)和全氟辛烷磺酸(PFOS))、金属铅(Pb)、汞(Hg)和镉(Cd)的暴露、应激负荷与肝病标志物之间的关系,这些肝病标志物包括作为非酒精性脂肪性肝病可能性指标的脂肪肝指数、天冬氨酸转氨酶(AST)、丙氨酸转氨酶(ALT)、碱性磷酸酶(ALP)和总胆红素。本文通过采用描述性统计、Spearman相关性分析、线性回归和贝叶斯核机器回归(BKMR)确定了显著的关联和交互作用。描述性统计突出了污染物水平的性别差异。Spearman分析强调了金属与全氟和多氟烷基物质(PFAS)之间的强相关性。线性回归揭示了特定污染物对AST、ALT、ALP和胆红素水平的显著影响,并对年龄和饮酒情况进行了调整。BKMR结果进一步阐明了这些环境暴露与非酒精性脂肪性肝病可能性之间复杂的、潜在的协同关系,为它们对肝脏健康的综合影响提供了细致入微的见解。研究结果强调了环境暴露对肝功能的复杂动态影响,倡导采取有针对性的公共卫生干预措施。