Anderson Samuel D, Razzoli Maria, Chen Brian, Pellegrini Matteo, Bartolomucci Alessandro
Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, USA.
Department of Integrative Biology and Physiology, University of Minnesota, Minneapolis, MN, USA.
Geroscience. 2025 Jun 9. doi: 10.1007/s11357-025-01721-7.
A strong association exists between exposure to life stressors and accelerated aging in humans and animal models. However, the molecular mechanisms that underlie the adverse effect of stress on aging remain poorly characterized, and there is a paucity of prognostic predictors of stress-induced disease outcomes and life expectancy. To address this gap, we developed mathematical models to predict remaining lifespan based on healthspan data across two independent cohorts which were part of a large study (350 + mice) on social stress and aging in mice. We then relate remaining lifespan to changes in DNA methylation, due to its strong association with age as well as environmental factors such as stress exposure. Multivariate multiple regression identified blood glucose as a major trait associated with DNA methylation. An independent neural network analysis also identified blood glucose among the traits most associated with mortality risk. Finally, elastic net regression identified several DNA methylation sites, including Ptp4a3, Lrrc3b, Adgrb1, Mron5, and Gm6549, which represent possible targets at the intersection of glucose, stress and survival. Overall, the main finding of our analysis is that epigenetic biomarkers of mortality risk reveal an association with blood glucose levels, informing on individual life trajectories shaped by the impact of chronic social stress.
在人类和动物模型中,暴露于生活应激源与加速衰老之间存在着紧密的联系。然而,应激对衰老产生不利影响的分子机制仍未得到充分表征,并且缺乏应激诱导疾病结局和预期寿命的预后预测指标。为了填补这一空白,我们基于两个独立队列的健康跨度数据开发了数学模型,以预测剩余寿命,这两个队列是一项关于小鼠社会应激与衰老的大型研究(350多只小鼠)的一部分。由于DNA甲基化与年龄以及应激暴露等环境因素密切相关,我们随后将剩余寿命与DNA甲基化的变化联系起来。多元多重回归确定血糖是与DNA甲基化相关的主要特征。一项独立的神经网络分析也确定血糖是与死亡风险最相关的特征之一。最后,弹性网络回归确定了几个DNA甲基化位点,包括Ptp4a3、Lrrc3b、Adgrb1、Mron5和Gm6549,这些位点代表了葡萄糖、应激和生存交叉点上的可能靶点。总体而言,我们分析的主要发现是,死亡风险的表观遗传生物标志物揭示了与血糖水平的关联,为受慢性社会应激影响所塑造的个体生命轨迹提供了信息。