We describe a methodology for detecting differentially methylated regions (DMRs) and variably methylated regions (VMRs), in data from Infinium 450K arrays that are very widely used in epigenetic studies. Region detection is more specific than single CpG analysis as it increases the extent of common findings between studies, and is more powerful as it reduces the multiple testing problem inherent in epigenetic whole-genome association studies (EWAS). In addition, results driven by single erroneous probes are removed. We have used multiple publicly available Infinium 450K data sets to generate a consensus list of DMRs for age, supporting the hypothesis that aging is associated with specific epigenetic modifications. The consensus aging DMRs are significantly enriched for muscle biogenesis pathways. We find a massive increase in VMRs with age and in regions of the genome associated with open chromatin and neurotransmission. Old age VMRs are significantly enriched for neurotransmission pathways. EWAS studies should investigate the role of this interindividual variation in DNA methylation, in the age-associated diseases of sarcopenia and dementia.
Novel region discovery method for Infinium 450K DNA methylation data reveals changes associated with aging in muscle and neuronal pathways.
针对 Infinium 450K DNA 甲基化数据的新区域发现方法揭示了与肌肉和神经通路衰老相关的变化
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作者:Ong Mei-Lyn, Holbrook Joanna Dawn
| 期刊: | Aging Cell | 影响因子: | 7.100 |
| 时间: | 2014 | 起止号: | 2014 Feb;13(1):142-55 |
| doi: | 10.1111/acel.12159 | 研究方向: | 神经科学 |
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