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与人类性状相关的三元编码DNA甲基化动力学的可扩展筛选

Scalable Screening of Ternary-Code DNA Methylation Dynamics Associated with Human Traits.

作者信息

Goldberg David C, Cloud Cameron, Lee Sol Moe, Barnes Bret, Gruber Steven, Kim Elliot, Pottekat Anita, Westphal Maximillian S, McAuliffe Luana, Majounie Elisa, KalayilManian Manesh, Zhu Qingdi, Tran Christine, Hansen Mark, Stojakovic Jelena, Parker Jared B, Kohli Rahul M, Porecha Rishi, Renke Nicole, Zhou Wanding

机构信息

Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, PA, 19104, USA.

Illumina, Inc. San Diego, CA 92122, USA.

出版信息

bioRxiv. 2025 Feb 11:2024.05.17.594606. doi: 10.1101/2024.05.17.594606.

Abstract

Epigenome-wide association studies (EWAS) are transforming our understanding of the interplay between epigenetics and complex human traits and phenotypes. We introduce the Methylation Screening Array (MSA), a new iteration of the Infinium technology for scalable and quantitative screening of trait associations of nuanced ternary-code cytosine modifications in larger, more inclusive, and stratified human populations. MSA integrates EWAS, single-cell, and cell-type-resolved methylome profiles, covering diverse human traits and diseases. Our first MSA applications yield multiple biological insights: we revealed a previously unappreciated role of 5-hydroxymethylcytosine (5hmC) in trait associations and epigenetic clocks. We demonstrated that 5hmCs complement 5-methylcytosines (5mCs) in defining tissues and cells' epigenetic identities. In-depth analyses highlighted the cell type context of EWAS and GWAS hits. Using this platform, we conducted a comprehensive human 5hmC aging EWAS, discovering tissue-invariant and tissue-specific aging dynamics, including distinct tissue-specific rates of mitotic hyper- and hypomethylation rates. These findings chart a landscape of the complex interplay of the two forms of cytosine modifications in diverse human tissues and their roles in health and disease.

摘要

全基因组关联研究(EWAS)正在改变我们对表观遗传学与复杂人类特征和表型之间相互作用的理解。我们推出了甲基化筛选阵列(MSA),这是Infinium技术的新迭代,用于在更大、更具包容性和分层的人群中对细微三元编码胞嘧啶修饰的特征关联进行可扩展和定量筛选。MSA整合了EWAS、单细胞和细胞类型解析的甲基化组图谱,涵盖了多种人类特征和疾病。我们的首个MSA应用产生了多个生物学见解:我们揭示了5-羟甲基胞嘧啶(5hmC)在特征关联和表观遗传时钟中以前未被认识到的作用。我们证明了5hmC在定义组织和细胞的表观遗传身份方面补充了5-甲基胞嘧啶(5mC)。深入分析突出了EWAS和GWAS命中的细胞类型背景。利用这个平台,我们进行了一项全面的人类5hmC衰老EWAS,发现了组织不变和组织特异性的衰老动态,包括有丝分裂超甲基化和低甲基化率的不同组织特异性速率。这些发现描绘了两种形式的胞嘧啶修饰在不同人类组织中的复杂相互作用及其在健康和疾病中的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7efb/11956649/0539533949a7/nihpp-2024.05.17.594606v2-f0001.jpg

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