Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, 230032, Anhui, China.
Key Laboratory of Population Health Across Life Cycle (Anhui Medical University), Ministry of Education of the People's Republic of China, No 81 Meishan Road, Hefei, 230032, Anhui, China.
BMC Pulm Med. 2024 Aug 11;24(1):386. doi: 10.1186/s12890-024-03173-9.
Polycyclic aromatic hydrocarbons (PAHs) and metals were associated with decreased lung function, but co-exposure effects and underlying mechanism remained unknown.
Among 1,123 adults from National Health and Nutrition Examination Survey 2011-2012, 10 urinary PAHs, 11 urinary metals, and peripheral white blood cell (WBC) count were determined, and 5 lung function indices were measured. Least absolute shrinkage and selection operator, Bayesian kernel machine regression, and quantile-based g-computation were used to estimate co-exposure effects on lung function. Mediation analysis was used to explore mediating role of WBC.
These models demonstrated that PAHs and metals were significantly associated with lung function impairment. Bayesian kernel machine regression models showed that comparing to all chemicals fixed at median level, forced expiratory volume in 1 s (FEV)/forced vital capacity, peak expiratory flow, and forced expiratory flow between 25 and 75% decreased by 1.31% (95% CI: 0.72%, 1.91%), 231.62 (43.45, 419.78) mL/s, and 131.64 (37.54, 225.74) mL/s respectively, when all chemicals were at 75th percentile. In the quantile-based g-computation, each quartile increase in mixture was associated with 104.35 (95% CI: 40.67, 168.02) mL, 1.16% (2.11%, 22.40%), 294.90 (78.37, 511.43) mL/s, 168.44 (41.66, 295.22) mL/s decrease in the FEV, FEV/forced vital capacity, peak expiratory flow, and forced expiratory flow between 25% and 75%, respectively. 2-Hydroxyphenanthrene, 3-Hydroxyfluorene, and cadmium were leading contributors to the above associations. WBC mediated 8.22%-23.90% of association between PAHs and lung function.
Co-exposure of PAHs and metals impairs lung function, and WBC could partially mediate this relationship. Our findings elucidate co-exposure effects of environmental mixtures on respiratory health and underlying mechanisms, suggesting that focusing on highly prioritized toxicants would effectively attenuate adverse effects.
多环芳烃(PAHs)和金属与肺功能下降有关,但共同暴露的影响和潜在机制尚不清楚。
在 2011-2012 年全国健康与营养调查中的 1123 名成年人中,测定了 10 种尿中多环芳烃、11 种尿中金属和外周血白细胞(WBC)计数,并测量了 5 项肺功能指标。使用最小绝对收缩和选择算子、贝叶斯核机器回归和基于分位数的 g 计算来估计肺功能的共同暴露效应。中介分析用于探索 WBC 的中介作用。
这些模型表明,PAHs 和金属与肺功能损害显著相关。贝叶斯核机器回归模型显示,与所有化学物质固定在中位数水平相比,第 1 秒用力呼气量(FEV)/用力肺活量、呼气峰流速和 25%至 75%用力呼气量降低了 1.31%(95%置信区间:0.72%,1.91%)、231.62(43.45,419.78)mL/s 和 131.64(37.54,225.74)mL/s。在基于分位数的 g 计算中,混合物每增加一个四分位数与 104.35(95%置信区间:40.67,168.02)mL、1.16%(2.11%,22.40%)、294.90(78.37,511.43)mL/s、168.44(41.66,295.22)mL/s 的 FEV、FEV/用力肺活量、呼气峰流速和 25%至 75%用力呼气量降低有关。2-羟基菲和 3-羟基芴以及镉是上述关联的主要贡献者。WBC 介导了 PAHs 与肺功能之间 8.22%-23.90%的关联。
PAHs 和金属的共同暴露会损害肺功能,而 WBC 可能部分介导这种关系。我们的研究结果阐明了环境混合物对呼吸健康和潜在机制的共同暴露效应,表明关注高度优先的有毒物质将有效减轻不良影响。