MIAMI-AD(Methylation in Aging and Methylation in AD):这是一个综合知识库,有助于探索跨性别、老龄化和阿尔茨海默病的 DNA 甲基化。

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
David Lukacsovich, Deirdre O'Shea, Hanchen Huang, Wei Zhang, Juan Young, X Steven Chen, Sven-Thorsten Dietrich, Brian Kunkle, Eden Martin, Lily Wang
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引用次数: 0

摘要

阿尔茨海默病(AD)是一种常见的神经退行性疾病,对老龄人口的影响很大。DNA甲基化(DNAm)改变与衰老过程和阿尔茨海默病的发展都有关系。鉴于注意力缺失症对女性的影响大于男性,因此探索DNAm在不同性别中的具体变化也很重要。我们创建了 MIAMI-AD,这是一个全面的知识库,包含从 38 项研究中已发表的 98 张表格中人工整理的汇总统计数据,所有这些研究都包含至少 100 名参与者。通过 MIAMI-AD,可以轻松浏览、查询和下载一项或多项研究中多个层面(单个 CpG、基因、基因组区域或全基因组)的 DNAm 关联。此外,它还提供了进行综合分析的工具,如比较不同表型或组织的 DNAm 关联,以及交互式可视化。通过几个使用案例,我们证明了 MIAMI-AD 有助于我们了解 AD 中与年龄相关的 CpGs 以及 DNAm 在 AD 中的性别特异性作用。这一开放式资源可供研究界免费使用,所有基础数据均可下载。MIAMI-AD有助于进行综合探索,以更好地了解DNAm在衰老、性别和AD中的相互作用。数据库网址:https://miami-ad.org/。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MIAMI-AD (Methylation in Aging and Methylation in AD): an integrative knowledgebase that facilitates explorations of DNA methylation across sex, aging, and Alzheimer's disease.

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/.

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CiteScore
7.20
自引率
4.30%
发文量
567
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