Blood VOCs mixture, biological aging, with preserved ratio impaired spirometry and pulmonary dysfunction: Unraveling impact, mediation, and latent mechanism.
Xiong Y, Liu W, et al. • Ecotoxicology and environmental safety • 2026
Individual and particularly mixed VOCs exposure were associated with pulmonary dysfunction including PRISm, which were mediated by biological aging, and PI3K-Akt signaling pathway may be the underlying mechanism.
Key Findings
Results
VOCs mixture was associated with significantly reduced pulmonary function measures across multiple spirometric parameters.
VOCs mixture was related to reduced FVC (β=-94.03, 95% CI: -135.03~-53.04) and FEV1 (β=-80.27, 95% CI: -114.42~-46.11)
VOCs mixture was also associated with reduced FEV1/FVC (β=-0.76, 95% CI: -1.25~-0.27), PEF (β=-178.90, 95% CI: -272.80~-84.94), and MMEF (β=-130.30, 95% CI: -197.61~-62.91)
Analysis was conducted using weighted quantile sum (WQS) models among 2421 adults from NHANES 2007-2012
The four VOCs examined were bromodichloromethane, chloroform, nitromethane, and m-/p-xylene measured in blood
Results
VOCs mixture was associated with increased prevalence of obstructive, restrictive, and preserved ratio impaired spirometry lung function patterns.
VOCs mixture was associated with increased prevalent risk of obstructive lung function (OLF) with odds ratio=1.36 (95% CI: 1.02-1.80)
VOCs mixture was associated with increased prevalent risk of restricted lung function (RLF) with odds ratio=1.28 (95% CI: 1.02-1.68)
VOCs mixture was associated with increased prevalent risk of PRISm with odds ratio=1.42 (95% CI: 1.08-1.86)
PRISm is described as 'an emerging pattern of pulmonary dysfunction predictive of multiple clinical events'
Results
Individual VOCs were negatively associated with multiple spirometric measures and positively associated with pulmonary dysfunction categories.
Individually, VOCs were negatively related to FVC, FEV1, FEV1/FVC, PEF, and/or MMEF
Individually, VOCs were positively related to prevalent obstructive lung function (OLF), restricted lung function (RLF), and/or PRISm
Analysis was conducted using weighted generalized linear models
The four individual VOCs analyzed were bromodichloromethane, chloroform, nitromethane, and m-/p-xylene
Results
Biological aging indicators phenotypic age and homeostatic dysregulation mediated the associations between VOCs and pulmonary dysfunction including PRISm.
Phenotypic age and homeostatic dysregulation mediated the associations of nitromethane and VOCs mixture with pulmonary dysfunction including PRISm
The mediating proportion ranged from 0.17% to 40.78%
The role of biological aging was assessed by mediation analysis
Both individual VOC (nitromethane) and VOCs mixture associations with pulmonary dysfunction were mediated by these biological aging indicators
Results
Network pharmacology analysis identified the PI3K-Akt signaling pathway as enriched in linking VOCs with pulmonary dysfunction.
Phosphatidylinositol 3-kinase-protein kinase B (PI3K-Akt) signaling pathway was enriched in linking VOCs with pulmonary dysfunction
The latent mechanism was probed by network pharmacology
PI3K-Akt signaling pathway is proposed as the underlying mechanism connecting VOC exposure to pulmonary dysfunction
Methods
The study population consisted of 2421 adults drawn from the National Health and Nutrition Examination Survey 2007-2012.
Study sample: 2421 adults from NHANES 2007-2012
Blood VOC concentrations were measured for bromodichloromethane, chloroform, nitromethane, and m-/p-xylene
Statistical methods included weighted generalized linear models for individual effects and weighted quantile sum (WQS) models for mixture effects
Mediation analysis was used to assess the role of biological aging indicators
Xiong Y, Liu W, Sun Q, Wan S, Song J, Zhang Y, et al.. (2026). Blood VOCs mixture, biological aging, with preserved ratio impaired spirometry and pulmonary dysfunction: Unraveling impact, mediation, and latent mechanism.. Ecotoxicology and environmental safety. https://doi.org/10.1016/j.ecoenv.2025.119646