School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China.
School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China.
Ecotoxicol Environ Saf. 2023 Apr 1;254:114720. doi: 10.1016/j.ecoenv.2023.114720. Epub 2023 Mar 6.
Whether exposure to organophosphate esters (OPEs) is associated with metabolic dysfunction-associated fatty liver disease (MAFLD) and nonalcoholic fatty liver disease (NAFLD) remains unclear. A healthy diet is crucial to metabolic health and dietary intake is also an important route for OPEs exposure. However, the joint associations of OPEs, diet quality, and the effect modification by diet quality remain unknown. This study comprised 2618 adults with complete data on 6 urinary OPEs metabolites, 24 h dietary recalls, and definitions of NAFLD and MAFLD from the 2011-2018 National Health and Nutrition Examination Survey cycles. Multivariable binary logistic regression was applied to assess the associations of OPEs metabolites with NAFLD, MAFLD, and components of MAFLD. We also adopted the quantile g-Computation method to examine the associations of OPEs metabolites mixture. Our results revealed that OPEs metabolites mixture and three individual metabolites [i.e., bis(1,3-dichloro-2-propyl) phosphate (BDCIPP), bis(2-chloroethyl) phosphate, and diphenyl phosphate] were significantly and positively associated with NAFLD and MAFLD (P-trend<0.001), with BDCIPP being identified as the dominant metabolite, whereas the 4 diet quality scores were monotonically and inversely associated with both MAFLD and NAFLD (P-trend<0.001). Of note, 4 diet quality scores were by and large negatively associated with BDCIPP, but not with other OPEs metabolites. Joint association analyses revealed that individuals with higher diet quality and lower BDCIPP concentration tend to have lower odds of having MAFLD and NAFLD in comparison with people in the low diet quality and high BDCIPP group, but the associations of BDCIPP were not modified by diet quality. Our findings suggest that certain OPEs metabolites and diet quality exhibited opposing associations with both MAFLD and NAFLD. Individuals adherent to a healthier diet may have a lower level of certain OPEs metabolites, and thus could have lower odds of having NAFLD and MAFLD.
目前尚不清楚接触有机磷酸酯(OPEs)是否与代谢功能相关的脂肪性肝病(MAFLD)和非酒精性脂肪性肝病(NAFLD)有关。健康的饮食对代谢健康至关重要,而饮食摄入也是 OPEs 暴露的重要途径。然而,OPEs、饮食质量的联合关联以及饮食质量的效应修饰作用尚不清楚。本研究纳入了 2011-2018 年全国健康和营养调查周期中来自 2618 名成年人的完整数据,包括 6 种尿有机磷酸酯代谢物、24 小时饮食回忆以及 NAFLD 和 MAFLD 的定义。多变量二分类逻辑回归用于评估 OPEs 代谢物与 NAFLD、MAFLD 以及 MAFLD 成分的关联。我们还采用了分位数 g 计算方法来检验 OPEs 代谢物混合物的关联。我们的结果表明,OPEs 代谢物混合物和三种个体代谢物[即双(1,3-二氯-2-丙基)磷酸酯(BDCIPP)、双(2-氯乙基)磷酸酯和二苯基磷酸酯]与 NAFLD 和 MAFLD 呈显著正相关(P-trend<0.001),其中 BDCIPP 被确定为优势代谢物,而 4 种饮食质量评分与 MAFLD 和 NAFLD 呈单调反比相关(P-trend<0.001)。值得注意的是,4 种饮食质量评分与 BDCIPP 大体上呈负相关,但与其他 OPEs 代谢物无关。联合关联分析表明,与低饮食质量和高 BDCIPP 组相比,饮食质量较高且 BDCIPP 浓度较低的个体患 MAFLD 和 NAFLD 的可能性较低,但 BDCIPP 的关联不受饮食质量的影响。我们的研究结果表明,某些 OPEs 代谢物和饮食质量与 MAFLD 和 NAFLD 呈相反的关联。坚持更健康饮食的个体可能具有较低水平的某些 OPEs 代谢物,因此患 NAFLD 和 MAFLD 的可能性较低。