Pellegrini Camilla, Pirazzini Chiara, Sala Claudia, Sambati Luisa, Yusipov Igor, Kalyakulina Alena, Ravaioli Francesco, Kwiatkowska Katarzyna M, Durso Danielle F, Ivanchenko Mikhail, Monti Daniela, Lodi Raffaele, Franceschi Claudio, Cortelli Pietro, Garagnani Paolo, Bacalini Maria Giulia
Istituto di Ricovero e Cura a Carattere Scientifico Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.
Department of Physics and Astronomy, University of Bologna, Bologna, Italy.
Front Aging Neurosci. 2021 Mar 11;13:639428. doi: 10.3389/fnagi.2021.639428. eCollection 2021.
Alzheimer's disease (AD) is characterized by specific alterations of brain DNA methylation (DNAm) patterns. Age and sex, two major risk factors for AD, are also known to largely affect the epigenetic profiles in brain, but their contribution to AD-associated DNAm changes has been poorly investigated. In this study we considered publicly available DNAm datasets of four brain regions (temporal, frontal, entorhinal cortex, and cerebellum) from healthy adult subjects and AD patients, and performed a meta-analysis to identify sex-, age-, and AD-associated epigenetic profiles. In one of these datasets it was also possible to distinguish 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) profiles. We showed that DNAm differences between males and females tend to be shared between the four brain regions, while aging differently affects cortical regions compared to cerebellum. We found that the proportion of sex-dependent probes whose methylation is modified also during aging is higher than expected, but that differences between males and females tend to be maintained, with only a few probes showing age-by-sex interaction. We did not find significant overlaps between AD- and sex-associated probes, nor disease-by-sex interaction effects. On the contrary, we found that AD-related epigenetic modifications are significantly enriched in probes whose DNAm varies with age and that there is a high concordance between the direction of changes (hyper or hypo-methylation) in aging and AD, supporting accelerated epigenetic aging in the disease. In summary, our results suggest that age-associated DNAm patterns concur to the epigenetic deregulation observed in AD, providing new insights on how advanced age enables neurodegeneration.
阿尔茨海默病(AD)的特征是大脑DNA甲基化(DNAm)模式的特定改变。年龄和性别是AD的两个主要风险因素,已知它们也会在很大程度上影响大脑的表观遗传特征,但它们对与AD相关的DNAm变化的影响尚未得到充分研究。在本研究中,我们考虑了来自健康成年受试者和AD患者的四个脑区(颞叶、额叶、内嗅皮质和小脑)的公开可用DNAm数据集,并进行了荟萃分析,以确定与性别、年龄和AD相关的表观遗传特征。在其中一个数据集中,还可以区分5-甲基胞嘧啶(5mC)和5-羟甲基胞嘧啶(5hmC)特征。我们发现,男性和女性之间的DNAm差异往往在四个脑区中共享,而与小脑相比,衰老对皮质区域的影响不同。我们发现,甲基化在衰老过程中也发生改变的性别依赖性探针的比例高于预期,但男性和女性之间的差异往往得以维持,只有少数探针显示出年龄与性别的相互作用。我们没有发现与AD相关的探针和与性别相关的探针之间存在显著重叠,也没有发现疾病与性别的相互作用效应。相反,我们发现与AD相关的表观遗传修饰在DNAm随年龄变化的探针中显著富集,并且衰老和AD中变化方向(高甲基化或低甲基化)之间存在高度一致性,支持该疾病中表观遗传衰老加速。总之,我们的结果表明,与年龄相关的DNAm模式促成了AD中观察到的表观遗传失调,为高龄如何导致神经退行性变提供了新的见解。