Wen Lin, Ben Xiaosong, Yang Zhiyu, Wu Yingying, Tan Yuxuan, Chen Qian, Liang Huanzhu, Li Yexin, Wu Xiaomei, Liu Shan, Weng Xueqiong, Tian Dan, Jing Chunxia
Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou, 510632, Guangdong, China.
Department of Thoracic Surgery, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China.
Environ Sci Pollut Res Int. 2023 May;30(22):62981-62992. doi: 10.1007/s11356-023-26413-7. Epub 2023 Mar 23.
Although existing epidemiological studies have reported the relationship between single polycyclic aromatic hydrocarbon (PAH) exposure and chronic obstructive pulmonary disease (COPD), little is known about the impact of PAH mixture exposure on COPD. Therefore, we aimed to evaluate the associations of single and mixed exposures to PAHs with COPD in US adults using data from NHANES 2013-2016 by fitting three statistical methods, including multiple logistic regression, Bayesian kernel machine regression (BKMR), and quantile-based g-computation (qgcomp) models. This study included 1836 participants aged 40 and older. Multiple logistic regression showed that 2-FLU, 1-PHE, 1-PYR, and 2&3-PHE increased the risk of COPD after adjusting for all covariates. The BKMR model identified positive trends between PAH mixture and the risk of COPD in all adults and males when all PAHs were at or above their 55th percentile compared to all PAHs at their 50th percentile. The qgcomp model suggested that PAH co-exposure increased the risk of COPD (OR:1.44, 95%CI:1.09, 1.90) when each quartile increased in PAH mixture concentration, with 2-FLU having the highest weight. The combined impact also be observed in men. In conclusion, PAHs co-exposure was associated with a higher risk of COPD, especially in males, with the positive impact of 2-FLU being the most important.
尽管现有流行病学研究报告了单一多环芳烃(PAH)暴露与慢性阻塞性肺疾病(COPD)之间的关系,但对于PAH混合物暴露对COPD的影响知之甚少。因此,我们旨在利用2013 - 2016年美国国家健康与营养检查调查(NHANES)的数据,通过拟合三种统计方法,包括多元逻辑回归、贝叶斯核机器回归(BKMR)和基于分位数的g计算(qgcomp)模型,来评估美国成年人中PAH单一暴露和混合暴露与COPD的关联。本研究纳入了1836名40岁及以上的参与者。多元逻辑回归显示,在对所有协变量进行调整后,2-氟萘(2-FLU)、1-菲(1-PHE)、1-芘(1-PYR)以及2&3-菲(2&3-PHE)会增加患COPD的风险。BKMR模型表明,当所有PAHs处于或高于其第55百分位数时,与处于第50百分位数时相比,PAH混合物与所有成年人及男性患COPD的风险之间存在正相关趋势。qgcomp模型表明,当PAH混合物浓度每增加一个四分位数时,PAH共同暴露会增加患COPD的风险(比值比:1.44,95%置信区间:1.09,1.90),其中2-FLU的权重最高。在男性中也观察到了这种综合影响。总之,PAHs共同暴露与较高的COPD风险相关,尤其是在男性中,2-FLU的正向影响最为重要。