Institute of Occupational Health and Environmental Health, School of Public Health, Lanzhou University, Gansu, 730000, China.
The First School of Clinical Medical, Lanzhou University, Lanzhou, 730000, Gansu, China.
Environ Sci Pollut Res Int. 2023 May;30(24):65646-65658. doi: 10.1007/s11356-023-26881-x. Epub 2023 Apr 22.
Heavy metal exposure is acknowledged to be associated with decrease of lung function, but the relationship between metals co-exposure and lung function in rural areas of Northwest China remains unclear, particularly in an area famous for heavy metal pollution and solid fuel use. Therefore, the purpose of this study is to explore the effects of heavy metal exposure on lung function and the potential impacts of living habit in a rural cohort of Northwest China.
The study area included five villages of two regions in Northwestern China-Gansu province. All participants were recruited from the Dongdagou-Xinglong (DDG-XL) rural cohort in the study area. Urine levels of 10 common and representative heavy metals were detected by ICP-MS, including Cobalt (Co), Nickel (Ni), Molybdenum (Mo), Cadmium (Cd), Stibium (Sb), Copper (Cu), Zinc (Zn), Mercury (Hg), Lead (Pb), and Manganese (Mn). The lung function was detected by measuring percentages of predicted forced vital capacity (FVC%) and predicted forced expiratory volume in one second (FEV1%) as well as the ratio of FEV1/FVC. We also analyzed the association between heavy metals and pulmonary ventilation dysfunction (PVD). Restricted cubic spline, logistic regression, linear regression, and bayesian kernel machine regression (BKMR) model were used to analyze the relationship between heavy metal exposure and lung function.
Finally, a total of 382 participants were included in this study with an average age of 56.69 ± 7.32 years, and 82.46% of them used solid fuels for heating and cooking. Single metal exposure analysis showed that the higher concentration of Hg, Mn, Sb, and lower Mo may be risk factors for PVD. We also found that FEV1% and FVC% were negatively correlated with Sb, Hg, and Mn, but positively correlated with Mo. The effect of mixed heavy metals exposure could be observed through BKMR model, through which we found the lung function decreased with the increase of heavy metal concentration. Furthermore, the males, BMI ≥ 24 kg/m and who used solid fuels showed a higher risk of PVD when exposed to Co, Zn, and Hg.
Our results suggested that heavy metal exposure was associated with decrease of lung function regardless of single exposure or mixed exposure, particularly for Sb, Hg, Mn and those who use solid fuels.
重金属暴露被认为与肺功能下降有关,但在中国西北地区农村地区,金属联合暴露与肺功能的关系尚不清楚,尤其是在一个以重金属污染和固体燃料使用而闻名的地区。因此,本研究的目的是探讨重金属暴露对肺功能的影响,以及在中国西北地区农村人群中生活习惯的潜在影响。
研究区域包括中国西北地区甘肃省的两个地区的五个村庄。所有参与者均来自研究区域的东大沟-兴隆(DDG-XL)农村队列。采用电感耦合等离子体质谱法(ICP-MS)检测 10 种常见且具有代表性的重金属尿水平,包括钴(Co)、镍(Ni)、钼(Mo)、镉(Cd)、锑(Sb)、铜(Cu)、锌(Zn)、汞(Hg)、铅(Pb)和锰(Mn)。通过测量预计用力肺活量(FVC%)和预计一秒用力呼气量(FEV1%)的百分比以及 FEV1/FVC 的比值来检测肺功能。我们还分析了重金属与肺通气功能障碍(PVD)之间的关系。采用限制性立方样条、逻辑回归、线性回归和贝叶斯核机器回归(BKMR)模型分析重金属暴露与肺功能之间的关系。
最终,本研究共纳入 382 名参与者,平均年龄为 56.69±7.32 岁,82.46%的参与者使用固体燃料进行取暖和烹饪。单一金属暴露分析表明,Hg、Mn、Sb 浓度较高和 Mo 浓度较低可能是 PVD 的危险因素。我们还发现 FEV1%和 FVC%与 Sb、Hg 和 Mn 呈负相关,与 Mo 呈正相关。BKMR 模型可以观察到混合重金属暴露的影响,通过该模型我们发现肺功能随着重金属浓度的增加而降低。此外,暴露于 Co、Zn 和 Hg 的男性、BMI≥24kg/m2 和使用固体燃料的人群患 PVD 的风险更高。
我们的结果表明,重金属暴露与肺功能下降有关,无论单一暴露还是混合暴露,尤其是对于 Sb、Hg、Mn 和使用固体燃料的人群。