Exposure to benzene, toluene and xylenes (BTX) and biological aging: epidemiological evidence from Chinese industrial workers and mechanistic insights.
Yang B, Zhao X, et al. • Environment international • 2026
Higher urinary BTX metabolites, particularly benzene biomarkers SPMA and TTMA, were associated with higher biological age acceleration in Chinese industrial workers, with network toxicology implicating oxidative stress, inflammatory signaling, and cell-cycle regulation pathways.
Key Findings
Results
Higher urinary benzene metabolite SPMA was significantly associated with greater biological age acceleration.
β = 0.15, 95% CI: 0.07 to 0.24 in fully adjusted models
SPMA (S-phenylmercapturic acid) is a urinary metabolite of benzene
Biological age acceleration (KDM-BA.Accel) was defined as biological age minus chronological age
Biological age was estimated using the Klemera-Doubal method (KDM) from clinical biomarkers
Results
Higher urinary benzene metabolite TTMA was significantly associated with greater biological age acceleration.
β = 0.08, 95% CI: 0.01 to 0.14 in fully adjusted models
TTMA (trans,trans-muconic acid) is a urinary metabolite of benzene
Association was smaller in magnitude than that observed for SPMA
Both SPMA and TTMA were creatinine-adjusted prior to analysis
Results
Xylene metabolites also showed positive associations with biological age acceleration.
Xylene metabolites included 2-methylhippuric acid (2MHA) and 3-/4-methylhippuric acids (3&4MHA)
Associations were positive in fully adjusted generalized linear models
Specific beta coefficients and confidence intervals for xylene metabolites are not reported in the abstract
Creatinine-adjusted urinary metabolites were used in all analyses
Results
Bayesian kernel machine regression (BKMR) indicated a positive overall association of the BTX mixture with biological age acceleration, with benzene biomarkers contributing most.
BKMR was used to assess mixture associations of all BTX metabolites simultaneously
SPMA and TTMA contributed most prominently to the overall mixture association
Mixture included five urinary metabolites: SPMA, TTMA, SBMA (toluene), 2MHA, and 3&4MHA (xylenes)
SBMA (S-benzylmercapturic acid) is a toluene metabolite also included in the mixture model
Methods
The study enrolled 301 BTX-exposed workers and 741 unexposed controls, with 301 matched controls selected using 1:1 propensity score matching.
Study conducted in Henan, China, 2022–2023
Propensity score matching was used to reduce confounding between exposed and control groups
Final matched analysis included 301 exposed workers and 301 matched controls
BTX refers to benzene, toluene, and xylenes, which are common workplace volatile organic compounds
Yang B, Zhao X, Yan M, Jia Y, Gu Z, Hao X, et al.. (2026). Exposure to benzene, toluene and xylenes (BTX) and biological aging: epidemiological evidence from Chinese industrial workers and mechanistic insights.. Environment international. https://doi.org/10.1016/j.envint.2026.110124