Integrated DNA methylation and gene expression profiling across multiple brain regions implicate novel genes in Alzheimer’s disease

德纳姆 表观遗传学 DNA甲基化 生物 基因 遗传学 内嗅皮质 甲基化 转录组 基因表达 神经科学 海马体
作者
Stephen A. Semick,Rahul Bharadwaj,Leonardo Collado-Torres,Ran Tao,Joo Heon Shin,Amy Deep-Soboslay,James R. Weiss,Daniel R. Weinberger,Thomas M. Hyde,Joel E. Kleinman,Andrew E. Jaffe,Venkata S. Mattay
出处
期刊:bioRxiv
标识
DOI:10.1101/430603
摘要

Abstract Background Late-onset Alzheimer’s disease (AD) is a complex age-related neurodegenerative disorder that likely involves epigenetic factors. To better understand the epigenetic state associated with AD represented as variation in DNA methylation (DNAm), we surveyed 420,852 DNAm sites from neurotypical controls (N=49) and late-onset AD patients (N=24) across four brain regions (hippocampus, entorhinal cortex, dorsolateral prefrontal cortex and cerebellum). Results We identified 858 sites with robust differential methylation, collectively annotated to 772 possible genes (FDR<5%, within 10kb). These sites were overrepresented in AD genetic risk loci (p=0.00655), and nearby genes were enriched for processes related to cell-adhesion, immunity, and calcium homeostasis (FDR<5%). We analyzed corresponding RNA-seq data to prioritize 130 genes within 10kb of the differentially methylated sites, which were differentially expressed and had expression levels associated with nearby DNAm levels (p<0.05). This validated gene set includes previously reported (e.g. ANK1, DUSP22 ) and novel genes involved in Alzheimer’s disease, such as ANKRD30B . Conclusions These results highlight DNAm changes in Alzheimer’s disease that have gene expression correlates, implicating DNAm as an epigenetic mechanism underlying pathological molecular changes associated with AD. Furthermore, our framework illustrates the value of integrating epigenetic and transcriptomic data for understanding complex disease.
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