Association between plasma CC16 levels and lung function changes in coke oven workers: A cohort study from 2014 to 2023
Club cell secretory protein (CC16) is considered a biological marker indicating lung epithelial and lung permeability. The joint effect of polycyclic aromatic hydrocarbons (PAHs) exposure on CC16 levels and the association between CC16 levels and long-term lung function changes lacks epidemiological evidence. To investigate the effect of PAHs exposure on plasma CC16 levels and the association between CC16 levels and long-term lung function changes, this study enrolled 307 coke oven workers in 2014, measured their baseline concentrations of urinary PAHs metabolites and plasma CC16, with follow-up after nine years. Bayesian kernel machine regression (BKMR) was employed to analyze the effect of mixed PAHs metabolites. The dose-effect association between baseline CC16 levels and lung function during 2014-2023 was explored using restricted cubic spline (RCS) models, and stratified analysis investigated the effect modification of PAHs exposure and smoking status on this association. The median age of the participants was 40 years, with 93.81 % male. The results showed that plasma CC16 levels decreased by 2.02 ng/mL (95 % CI: -3.77, -0.27) among all participants and FVC (% predicted) decreased by 2.87 % (95 % CI: -5.59, -0.14) in the low CC16 group with each unit increase in log-transformed 2-OHNAP. The BKMR model revealed a negative association between PAHs metabolites and both plasma CC16 levels and FVC (% predicted). Plasma CC16 decreased by 1.05 units when all PAHs metabolites at P<sub>65</sub> compared to those at P<sub>50</sub>. After 9 years of follow-up, baseline CC16 levels were significantly associated with follow-up FVC (% predicted), FEV<sub>1</sub> (% predicted), and small airway dysfunction risk. Furthermore, high PAHs exposure and smoking enhanced the association between CC16 and lung function. In conclusion, PAHs exposure decreases CC16 levels, and coking workers with low baseline CC16 levels may experience more severe future lung function decline.
Authors
- Hongyue Kong
- Liuquan Jiang
- Jiajun Wei
- Shugang Guo
- Baolong Pan (ORCID: https://orcid.org/0009-0007-3905-4072)
- Jinyu Wu (ORCID: https://orcid.org/0000-0001-5476-301X)
- Jin Yang (ORCID: https://orcid.org/0000-0003-1740-2180)
- Yong Wang (ORCID: https://orcid.org/0000-0002-4397-1670)
- Jisheng Nie (ORCID: https://orcid.org/0000-0003-4351-2017)
- Jingxuan Guo
- Fengyu Qiu
- Gaisheng Liu
- Fan Yang (ORCID: https://orcid.org/0009-0005-9671-0991)
- Yu Zhang (ORCID: https://orcid.org/0000-0001-8296-154X)
Institutions
- Shanxi Medical University (CN)
- Xian Center for Disease Control and Prevention (CN)
- Second Hospital of Shanxi Medical University (CN)
- China Coal Technology and Engineering Group Corp (China) (CN)
Publication Details
- Journal
- Ecotoxicology and Environmental Safety
- Published
- 2024-09-06
- DOI
- https://doi.org/10.1016/j.ecoenv.2024.117002
- Citations
- 5
- Primary Topic
- Air Quality and Health Impacts
- Type
- article
- Field-Weighted Citation Impact
- 1.57
Funders
- National Natural Science Foundation of China