TIME-seq reduces time and cost of DNA methylation measurement for epigenetic clock construction

表观遗传学 DNA甲基化 计算生物学 生物 计算机科学 遗传学 基因 基因表达
作者
Patrick Griffin,Alice E. Kane,Alexandre Trapp,Jien Li,Matthew Arnold,Jesse R. Poganik,Ryan Conway,Maeve S. McNamara,Margarita Meer,Noah G. Hoffman,João A. Amorim,Xiao Tian,Michael R. MacArthur,Sarah J. Mitchell,Amber L. Mueller,Colleen Carmody,Daniel L. Vera,Csaba Kerepesi,Kejun Ying,Nicole Noren Hooten
出处
期刊:Nature Aging [Nature Portfolio]
卷期号:4 (2): 261-274 被引量:23
标识
DOI:10.1038/s43587-023-00555-2
摘要

Epigenetic 'clocks' based on DNA methylation have emerged as the most robust and widely used aging biomarkers, but conventional methods for applying them are expensive and laborious. Here we develop tagmentation-based indexing for methylation sequencing (TIME-seq), a highly multiplexed and scalable method for low-cost epigenetic clocks. Using TIME-seq, we applied multi-tissue and tissue-specific epigenetic clocks in over 1,800 mouse DNA samples from eight tissue and cell types. We show that TIME-seq clocks are accurate and robust, enriched for polycomb repressive complex 2-regulated loci, and benchmark favorably against conventional methods despite being up to 100-fold less expensive. Using dietary treatments and gene therapy, we find that TIME-seq clocks reflect diverse interventions in multiple tissues. Finally, we develop an economical human blood clock (R > 0.96, median error = 3.39 years) in 1,056 demographically representative individuals. These methods will enable more efficient epigenetic clock measurement in larger-scale human and animal studies.
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