未转化的人类成纤维细胞中DNA甲基化、基因与表达个体间变异的关系。

The relationship between DNA methylation, genetic and expression inter-individual variation in untransformed human fibroblasts.

作者信息

Wagner James R, Busche Stephan, Ge Bing, Kwan Tony, Pastinen Tomi, Blanchette Mathieu

出版信息

Genome Biol. 2014 Feb 20;15(2):R37. doi: 10.1186/gb-2014-15-2-r37.

Abstract

BACKGROUND

DNA methylation plays an essential role in the regulation of gene expression. While its presence near the transcription start site of a gene has been associated with reduced expression, the variation in methylation levels across individuals, its environmental or genetic causes, and its association with gene expression remain poorly understood.

RESULTS

We report the joint analysis of sequence variants, gene expression and DNA methylation in primary fibroblast samples derived from a set of 62 unrelated individuals. Approximately 2% of the most variable CpG sites are mappable in cis to sequence variation, usually within 5 kb. Via eQTL analysis with microarray data combined with mapping of allelic expression regions, we obtained a set of 2,770 regions mappable in cis to sequence variation. In 9.5% of these expressed regions, an associated SNP was also a methylation QTL. Methylation and gene expression are often correlated without direct discernible involvement of sequence variation, but not always in the expected direction of negative for promoter CpGs and positive for gene-body CpGs. Population-level correlation between methylation and expression is strongest in a subset of developmentally significant genes, including all four HOX clusters. The presence and sign of this correlation are best predicted using specific chromatin marks rather than position of the CpG site with respect to the gene.

CONCLUSIONS

Our results indicate a wide variety of relationships between gene expression, DNA methylation and sequence variation in untransformed adult human fibroblasts, with considerable involvement of chromatin features and some discernible involvement of sequence variation.

摘要

背景

DNA甲基化在基因表达调控中起着至关重要的作用。虽然其在基因转录起始位点附近的存在与基因表达降低有关,但个体间甲基化水平的差异、其环境或遗传原因以及与基因表达的关联仍知之甚少。

结果

我们报告了对来自62名无关个体的原代成纤维细胞样本中的序列变异、基因表达和DNA甲基化的联合分析。约2%变化最大的CpG位点可在顺式中映射到序列变异,通常在5 kb范围内。通过结合微阵列数据的eQTL分析以及等位基因表达区域的映射,我们获得了一组2770个可在顺式中映射到序列变异的区域。在这些表达区域的9.5%中,一个相关的单核苷酸多态性(SNP)也是一个甲基化数量性状基因座(mQTL)。甲基化和基因表达通常相关,序列变异没有直接明显的参与,但并不总是在启动子CpG呈负相关、基因体CpG呈正相关的预期方向上。甲基化和表达之间的群体水平相关性在一组具有发育重要性的基因中最强,包括所有四个HOX基因簇。这种相关性的存在和正负最好使用特定的染色质标记来预测,而不是根据CpG位点相对于基因的位置。

结论

我们的结果表明,在未转化的成人成纤维细胞中,基因表达、DNA甲基化和序列变异之间存在多种关系,染色质特征有相当大的参与,序列变异有一些明显的参与。

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