Exposure to polycyclic aromatic hydrocarbons and aging acceleration: Unraveling the underlying mechanisms and the role of AKT1 via integrative methods.
Ding X, Zhang J, et al. • Environment international • 2026
PAHs exposure was associated with aging acceleration, and AKT1 as a possible target molecule was involved, with individuals carrying high-risk genotypes and high OH-PAHs exposure being susceptible to accelerated aging.
Key Findings
Results
Urinary 3-hydroxyphenanthrene (3-OHPh) was positively associated with clinical aging acceleration as measured by the KDM algorithm.
Each 1-unit increase in ln-transformed 3-OHPh was associated with an increase in KDM_AA of 0.456 years (95% CI: 0.285, 0.627).
Each 1-unit increase in ln-transformed 3-OHPh was associated with an annual rate of change in KDM_AA of 0.506 years/year (95% CI: 0.136, 0.876).
The study used linear mixed models and included 7407 observations from the Wuhan-Zhuhai cohort.
The study design was a repeated-measures cross-sectional and longitudinal analysis.
Results
Urinary 1-hydroxyphenanthrene (1-OHPh) was positively associated with clinical aging acceleration as measured by the KDM algorithm.
Each 1-unit increase in ln-transformed 1-OHPh was associated with an increase in KDM_AA of 0.198 years (95% CI: 0.018, 0.377).
Each 1-unit increase in ln-transformed 1-OHPh was associated with an annual rate of change in KDM_AA of 0.778 years/year (95% CI: 0.416, 1.141).
These associations were observed in cross-sectional and longitudinal analyses using linear mixed models.
Results
Urinary 9-hydroxyphenanthrene (9-OHPh) was positively associated with epigenetic aging acceleration as measured by the Zhang algorithm.
Each 1-unit increase in ln-transformed 9-OHPh was associated with an increase in Zhang_AA (95% CI: 0.026, 0.385).
Each 1-unit increase in ln-transformed 9-OHPh was associated with an annual rate of change in Zhang_AA of 0.020 years/year (95% CI: 0.003, 0.036).
The Zhang_AA is a methylated age acceleration measure proposed by Zhang et al.
Results
Urinary 1-hydroxypyrene (1-OHP) was positively associated with epigenetic aging acceleration as measured by the Zhang algorithm.
Each 1-unit increase in ln-transformed 1-OHP was associated with an increase in Zhang_AA of 0.171 years (95% CI: 0.054, 0.288).
Each 1-unit increase in ln-transformed 1-OHP was associated with an annual rate of change in Zhang_AA of 0.015 years/year (95% CI: 0.002, 0.029).
1-OHP is a urinary metabolite of pyrene, a polycyclic aromatic hydrocarbon.
Results
The reactive intermediate of phenanthrene showed binding affinity to the AKT1 protein, identified through network toxicology analysis.
Network toxicology was used to explore underlying mechanisms linking PAHs exposure to aging acceleration.
AKT1 was identified as a possible target molecule involved in the pathway from PAHs exposure to aging acceleration.
This finding was derived from integrative methods combining network toxicology and gene-environment interaction analysis.
Results
AKT1 genetic variants interacted with OH-PAHs exposure on aging acceleration, with individuals carrying high-risk genotypes and high OH-PAHs exposure being most susceptible.
Gene-environment interaction analysis was used to assess interactions between AKT1 genetic variants and OH-PAHs.
Individuals with both high-risk AKT1 genotypes and high OH-PAHs exposure were identified as susceptible to accelerated aging.
The study used an integrative approach combining network toxicology with gene-environment interaction analysis.
This finding supports AKT1 as a mechanistic link between PAHs exposure and biological aging acceleration.
Methods
The study assessed both clinical and epigenetic aging acceleration using four distinct aging acceleration measures across a repeated-measures cohort of 7407 observations.
Clinical aging acceleration was calculated using the Klemera-Doubal method (KDM_AA) and Phenotypic Age algorithm (PHE_AA).
Epigenetic aging acceleration was calculated using methylated age measures proposed by Zhang et al. (Zhang_AA) and Levine et al. (Levine_AA).
The study involved 7407 observations from the Wuhan-Zhuhai cohort.
Urinary mono-hydroxylated PAHs (OH-PAHs) were used as biomarkers of PAHs exposure.
Linear mixed models were used to analyze both cross-sectional and longitudinal associations.
Ding X, Zhang J, Liang R, Yang S, Nie X, Zhou M, et al.. (2026). Exposure to polycyclic aromatic hydrocarbons and aging acceleration: Unraveling the underlying mechanisms and the role of AKT1 via integrative methods.. Environment international. https://doi.org/10.1016/j.envint.2026.110125