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大规模甲基化结构域标记出具有神经表达功能的基因子集。

Large-scale methylation domains mark a functional subset of neuronally expressed genes.

机构信息

School of Medicine, Medical Microbiology and Immunology, University of California Davis, Davis, California 95616, USA.

出版信息

Genome Res. 2011 Oct;21(10):1583-91. doi: 10.1101/gr.119131.110. Epub 2011 Jul 22.

Abstract

DNA methylation is essential for embryonic and neuronal differentiation, but the function of most genomic DNA methylation marks is poorly understood. Generally the human genome is highly methylated (>70%) except for CpG islands and gene promoters. However, it was recently shown that the IMR90 human fetal lung fibroblast cells have large regions of the genome with partially methylated domains (PMDs, <70% average methylation), in contrast to the rest of the genome which is in highly methylated domains (HMDs, >70% average methylation). Using bisulfite conversion followed by high-throughput sequencing (MethylC-seq), we discovered that human SH-SY5Y neuronal cells also contain PMDs. We developed a novel hidden Markov model (HMM) to computationally map the genomic locations of PMDs in both cell types and found that autosomal PMDs can be >9 Mb in length and cover 41% of the IMR90 genome and 19% of the SH-SY5Y genome. Genomic regions marked by cell line specific PMDs contain genes that are expressed in a tissue-specific manner, with PMDs being a mark of repressed transcription. Genes contained within N-HMDs (neuronal HMDs, defined as a PMD in IMR90 but HMD in SH-SY5Y) were significantly enriched for calcium signaling, synaptic transmission, and neuron differentiation functions. Autism candidate genes were enriched within PMDs and the largest PMD observed in SH-SY5Y cells marked a 10 Mb cluster of cadherin genes with strong genetic association to autism. Our results suggest that these large-scale methylation domain maps could be relevant to interpreting and directing future investigations into the elusive etiology of autism.

摘要

DNA 甲基化对于胚胎和神经元分化至关重要,但大多数基因组 DNA 甲基化标记的功能仍知之甚少。通常,人类基因组高度甲基化(>70%),除了 CpG 岛和基因启动子。然而,最近的研究表明,IMR90 人胎儿肺成纤维细胞具有大量基因组区域具有部分甲基化域(PMD,平均甲基化<70%),与基因组的其余部分形成鲜明对比,后者处于高度甲基化域(HMD,平均甲基化>70%)。我们使用亚硫酸氢盐转化和高通量测序(MethylC-seq)发现,人类 SH-SY5Y 神经元细胞也含有 PMD。我们开发了一种新的隐马尔可夫模型(HMM)来计算这两种细胞类型中 PMD 的基因组位置,并发现常染色体 PMD 长度可以>9Mb,覆盖 IMR90 基因组的 41%和 SH-SY5Y 基因组的 19%。由细胞系特异性 PMD 标记的基因组区域包含以组织特异性方式表达的基因,PMD 是转录抑制的标志。包含在 N-HMD 中的基因(神经元 HMD,定义为 IMR90 中的 PMD,但在 SH-SY5Y 中为 HMD)显著富集了钙信号转导、突触传递和神经元分化功能。自闭症候选基因在 PMD 中富集,在 SH-SY5Y 细胞中观察到的最大 PMD 标记了一个 10Mb 的钙粘蛋白基因簇,与自闭症有很强的遗传关联。我们的研究结果表明,这些大规模的甲基化域图谱可能与解释和指导自闭症 elusive 病因的未来研究有关。

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