Division of Biostatistics, Department of Public Health Sciences, University of Miami, Miller School of Medicine, 1120 NW 14th Street, Miami, FL 33136, USA.
Department of Neurology, Comprehensive Center for Brain Health, University of Miami, Miller School of Medicine, 7700 W Camino Real, Boca Raton, FL 33433, USA.
Database (Oxford). 2024 Jul 19;2024. doi: 10.1093/database/baae061.
Alzheimer's disease (AD) is a common neurodegenerative disorder with a significant impact on aging populations. DNA methylation (DNAm) alterations have been implicated in both the aging processes and the development of AD. Given that AD affects more women than men, it is also important to explore DNAm changes that occur specifically in each sex. We created MIAMI-AD, a comprehensive knowledgebase containing manually curated summary statistics from 98 published tables in 38 studies, all of which included at least 100 participants. MIAMI-AD enables easy browsing, querying, and downloading DNAm associations at multiple levels-at individual CpG, gene, genomic regions, or genome-wide, in one or multiple studies. Moreover, it also offers tools to perform integrative analyses, such as comparing DNAm associations across different phenotypes or tissues, as well as interactive visualizations. Using several use case examples, we demonstrated that MIAMI-AD facilitates our understanding of age-associated CpGs in AD and the sex-specific roles of DNAm in AD. This open-access resource is freely available to the research community, and all the underlying data can be downloaded. MIAMI-AD facilitates integrative explorations to better understand the interplay between DNAm across aging, sex, and AD. Database URL: https://miami-ad.org/.
阿尔茨海默病(AD)是一种常见的神经退行性疾病,对老年人群有重大影响。DNA 甲基化(DNAm)的改变与衰老过程和 AD 的发展都有关联。鉴于 AD 影响的女性多于男性,因此探索仅在每个性别中发生的 DNAm 变化也很重要。我们创建了 MIAMI-AD,这是一个综合知识库,包含了 38 项研究中的 98 个已发表表格的人工策论文献摘要统计信息,这些研究均至少包含 100 名参与者。MIAMI-AD 可轻松实现多层面的浏览、查询和下载 DNAm 关联,包括单个 CpG、基因、基因组区域或全基因组,也可以在一项或多项研究中进行。此外,它还提供了用于执行整合分析的工具,例如比较不同表型或组织中的 DNAm 关联,以及交互式可视化。通过几个用例示例,我们展示了 MIAMI-AD 有助于我们理解 AD 中与年龄相关的 CpG 以及 DNAm 在 AD 中的性别特异性作用。这个开放获取的资源可供研究界免费使用,并且可以下载所有基础数据。MIAMI-AD 促进了综合探索,以更好地理解 DNAm 在衰老、性别和 AD 之间的相互作用。数据库网址:https://miami-ad.org/。