Demanelis Kathryn, Virani Shama, Colacino Justin A, Basu Niladri, Nishijo Muneko, Ruangyuttikarn Werawan, Swaddiwudhipong Witaya, Nambunmee Kowit, Rozek Laura S
Department of Environmental Health Sciences, University of Michigan, Ann Arbor, MI 48104, USA.
Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, QC, H9X3V9, Canada.
Environ Epigenet. 2017 Jul 18;3(2):dvx006. doi: 10.1093/eep/dvx006. eCollection 2017 May.
DNA methylation changes with age, and may serve as a biomarker of aging. Cadmium (Cd) modifies cellular processes that promote aging and disrupts methylation globally. Whether Cd modifies aging processes by influencing establishment of age-associated methylation marks is currently unknown. In this pilot study, we characterized methylation profiles in > 450 000 CpG sites in 40 non-smoking women (age 40-80) differentially exposed to environmental Cd from Thailand. Based on specific gravity adjusted urinary Cd, we classified them as high (HE) and low (LE) exposed and age-matched within 5 years. Urinary Cd was defined as below 2 µg/l in the LE group. We predicted epigenetic age (DNAm-age) using two published methods by Horvath and Hannum and examined the difference between epigenetic age and chronologic age (Δage). We assessed differences by Cd exposure using linear mixed models adjusted for estimated white blood cell proportions, BMI, and urinary creatinine. We identified 213 age-associated CpG sites in our population ( < 10). Counterintuitively, the mean Δage was smaller in HE vs. LE (Hannum: 3.6 vs. 7.6 years, = 0.0093; Horvath: 2.4 vs. 4.5 years, = 0.1308). The Cd exposed group was associated with changes in methylation ( < 0.05) at 12, 8, and 20 age-associated sites identified in our population, Hannum, and Horvath. From the results of this pilot study, elevated Cd exposure is associated with methylation changes at age-associated sites and smaller differences between DNAm-age and chronologic age, in contrast to expected age-accelerating effects. Cd may modify epigenetic aging, and biomarkers of aging warrant further investigation when examining Cd and its relationship with chronic disease and mortality.
DNA甲基化随年龄变化,可能作为衰老的生物标志物。镉(Cd)会改变促进衰老的细胞过程,并在整体上破坏甲基化。目前尚不清楚Cd是否通过影响与年龄相关的甲基化标记的建立来改变衰老过程。在这项初步研究中,我们对40名来自泰国、环境镉暴露程度不同的非吸烟女性(年龄40 - 80岁)超过45万个CpG位点的甲基化谱进行了表征。根据比重调整后的尿镉水平,我们将她们分为高暴露组(HE)和低暴露组(LE),并在5年内进行年龄匹配。LE组的尿镉定义为低于2微克/升。我们使用Horvath和Hannum发表的两种方法预测表观遗传年龄(DNAm年龄),并检查表观遗传年龄与实际年龄之间的差异(Δ年龄)。我们使用线性混合模型评估镉暴露的差异,并对估计的白细胞比例、体重指数和尿肌酐进行了调整。我们在我们的人群中确定了213个与年龄相关的CpG位点(< 10)。与直觉相反,HE组与LE组相比,平均Δ年龄更小(Hannum方法:3.6岁对7.6岁,P = 0.0093;Horvath方法:2.4岁对4.5岁,P = 0.1308)。镉暴露组与我们人群、Hannum方法和Horvath方法中确定的12个、8个和20个与年龄相关位点的甲基化变化相关(P < 0.05)。从这项初步研究的结果来看,与预期的加速衰老效应相反,镉暴露增加与年龄相关位点的甲基化变化以及DNAm年龄与实际年龄之间较小的差异有关。镉可能会改变表观遗传衰老,在研究镉及其与慢性疾病和死亡率的关系时,衰老生物标志物值得进一步研究。