McClay Joseph L, Aberg Karolina A, Clark Shaunna L, Nerella Srilaxmi, Kumar Gaurav, Xie Lin Y, Hudson Alexandra D, Harada Aki, Hultman Christina M, Magnusson Patrik K E, Sullivan Patrick F, Van Den Oord Edwin J C G
Center for Biomarker Research and Personalized Medicine, Virginia Commonwealth University, Richmond, VA 23298, USA.
Hum Mol Genet. 2014 Mar 1;23(5):1175-85. doi: 10.1093/hmg/ddt511. Epub 2013 Oct 16.
The central importance of epigenetics to the aging process is increasingly being recognized. Here we perform a methylome-wide association study (MWAS) of aging in whole blood DNA from 718 individuals, aged 25-92 years (mean = 55). We sequenced the methyl-CpG-enriched genomic DNA fraction, averaging 67.3 million reads per subject, to obtain methylation measurements for the ∼27 million autosomal CpGs in the human genome. Following extensive quality control, we adaptively combined methylation measures for neighboring, highly-correlated CpGs into 4 344 016 CpG blocks with which we performed association testing. Eleven age-associated differentially methylated regions (DMRs) passed Bonferroni correction (P-value < 1.15 × 10(-8)). Top findings replicated in an independent sample set of 558 subjects using pyrosequencing of bisulfite-converted DNA (min P-value < 10(-30)). To examine biological themes, we selected 70 DMRs with false discovery rate of <0.1. Of these, 42 showed hypomethylation and 28 showed hypermethylation with age. Hypermethylated DMRs were more likely to overlap with CpG islands and shores. Hypomethylated DMRs were more likely to be in regions associated with polycomb/regulatory proteins (e.g. EZH2) or histone modifications H3K27ac, H3K4m1, H3K4m2, H3K4m3 and H3K9ac. Among genes implicated by the top DMRs were protocadherins, homeobox genes, MAPKs and ryanodine receptors. Several of our DMRs are at genes with potential relevance for age-related disease. This study successfully demonstrates the application of next-generation sequencing to MWAS, by interrogating a large proportion of the methylome and returning potentially novel age DMRs, in addition to replicating several loci implicated in previous studies using microarrays.
表观遗传学对衰老过程的核心重要性日益得到认可。在此,我们对718名年龄在25至92岁(平均年龄 = 55岁)个体的全血DNA进行了衰老的全基因组甲基化关联研究(MWAS)。我们对富含甲基化CpG的基因组DNA片段进行测序,每个受试者平均测序6730万条读数,以获取人类基因组中约2700万个常染色体CpG的甲基化测量值。经过广泛的质量控制后,我们将相邻的、高度相关的CpG的甲基化测量值自适应地合并为4344016个CpG块,并对其进行关联测试。11个与年龄相关的差异甲基化区域(DMR)通过了Bonferroni校正(P值 < 1.15 × 10^(-8))。在使用亚硫酸氢盐转化DNA的焦磷酸测序法对558名受试者的独立样本集进行验证时,首要发现得到了重复验证(最小P值 < 10^(-30))。为了研究生物学主题,我们选择了70个错误发现率 < 0.1的DMR。其中,42个随着年龄增长呈现低甲基化,28个呈现高甲基化。高甲基化的DMR更有可能与CpG岛和海岸重叠。低甲基化的DMR更有可能位于与多梳蛋白/调节蛋白(如EZH2)或组蛋白修饰H3K27ac、H3K4m1、H3K4m2、H3K4m3和H3K9ac相关的区域中。顶级DMR所涉及的基因包括原钙黏蛋白、同源框基因、丝裂原活化蛋白激酶(MAPK)和兰尼碱受体。我们的几个DMR位于与年龄相关疾病可能相关的基因上。本研究通过对大部分甲基化组进行检测,并返回潜在的新型年龄相关DMR,成功证明了下一代测序技术在MWAS中的应用,此外还重复验证了先前使用微阵列研究中涉及的几个基因座。