Key Laboratory of Environment and Health, Ministry of Education and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
Environ Health Perspect. 2018 Jun 14;126(6):067005. doi: 10.1289/EHP2773. eCollection 2018 Jun.
Aging is related to an increased risk of morbidity and mortality and is affected by environmental factors. Exposure to polycyclic aromatic hydrocarbons (PAHs) is associated with adverse health outcomes; but the association of such exposure with DNA methylation aging, a novel aging marker, is unclear.
Our aim was to investigate the association of PAH exposure with methylation aging.
We trained and validated a methylation age predictor suitable for Chinese populations using whole blood methylation data in 989 Chinese and 160 Caucasians. We defined two aging indicators: δage, as methylation age minus chronological age; and aging rate, the ratio of methylation to chronological age. The association of PAH exposure with aging indicators was evaluated using linear regressions in three panels of healthy Chinese participants (=539, among the aforementioned 989 Chinese participants) whose exposure levels were assessed by 10 urinary monohydroxy-PAH metabolites.
We developed a methylation age predictor providing accurate predictions in both Chinese individuals and Caucasian persons (R=0.94-0.96, RMSE=3.8-4.3). Among the 10 urinary metabolites that we measured, 1-hydroxypyrene and 9-hydroxyphenanthrene were associated with methylation aging independently of other OH-PAHs and risk factors; 1-unit increase in 1-hydroxypyrene was associated with a 0.53-y increase in Δage [95% confidence interval (CI): 0.18, 0.88; false discovery rate (FDR) =0.004] and 1.17% increase in aging rate (95% CI: 0.36, 1.98; =0.02), whereas for 9-hydroxyphenanthrene, the increase was 0.54-y for Δage (95% CI: 0.17, 0.91; =0.004), and 1.15% for aging rate (95% CI: 0.31, 1.99; =0.02). The association direction was consistent across the three Chinese panels with the association magnitude correlating with the panels' exposure levels; the association was validated by methylation data of purified leukocytes. Several cytosine-phosphoguanines, including those located on and , were found associated with both aging indicators and monohydroxy-PAH levels.
We developed a methylation age predictor specific for Chinese populations but also accurate for Caucasian populations. Our findings suggest that exposure to PAHs may be associated with an adverse impact on human aging and epigenetic alterations in Chinese populations. https://doi.org/10.1289/EHP2773.
衰老与发病率和死亡率的增加有关,并且受到环境因素的影响。多环芳烃(PAHs)的暴露与不良健康结果有关;但是,这种暴露与 DNA 甲基化衰老(一种新的衰老标志物)之间的关联尚不清楚。
本研究旨在探讨 PAH 暴露与甲基化衰老之间的关系。
我们使用来自 989 名中国人和 160 名白种人的全血甲基化数据,训练和验证了适用于中国人群的甲基化年龄预测器。我们定义了两个衰老指标:δage,即甲基化年龄减去实际年龄;以及衰老率,即甲基化与实际年龄的比值。我们使用线性回归在三个健康的中国参与者面板中评估了 PAH 暴露与衰老指标的关系(=539,在上述 989 名中国参与者中),其暴露水平由 10 种尿单羟基-PAH 代谢物评估。
我们开发了一种甲基化年龄预测器,该预测器在中国人和白种人中均能提供准确的预测(R=0.94-0.96,RMSE=3.8-4.3)。在所测量的 10 种尿代谢产物中,1-羟基芘和 9-羟基菲独立于其他 OH-PAH 和危险因素与甲基化衰老相关;1-羟基芘每增加 1 个单位,Δage 增加 0.53 岁[95%置信区间(CI):0.18,0.88;错误发现率(FDR)=0.004],衰老率增加 1.17%(95%CI:0.36,1.98;=0.02),而对于 9-羟基菲,Δage 增加 0.54 岁(95%CI:0.17,0.91;=0.004),衰老率增加 1.15%(95%CI:0.31,1.99;=0.02)。该关联方向在三个中国面板中是一致的,关联程度与面板的暴露水平相关;该关联通过纯化白细胞的甲基化数据得到验证。几个胞嘧啶-磷酸鸟嘌呤,包括位于和上的那些,与两种衰老指标和单羟基-PAH 水平都有关。
我们开发了一种专门针对中国人群的甲基化年龄预测器,但也能准确适用于白种人群。我们的研究结果表明,PAHs 的暴露可能与中国人群的衰老和表观遗传改变的不良影响有关。