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Grasping nettles: cellular heterogeneity and other confounders in epigenome-wide association studies

机译:荨麻:表观基因组关联研究中的细胞异质性和其他混杂因素

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摘要

Platform technologies for measurement of CpG methylation at multiple loci across the genome have made ambitious epigenome-wide association studies affordable and practicable. In contrast to genetic studies, which estimate the effects of structural changes in DNA, and transcriptomic studies, which measure genomic outputs, epigenetic studies can access states of regulation of genome function in particular cells and in response to specific stimuli. Although many factors complicate the interpretation of epigenetic variation in human disease, cell-specific methylation patterns and the cellular heterogeneity present in peripheral blood and tissue biopsies are anticipated to cause the most problems. In this review, we suggest that the difficulties may be exaggerated and we explore how cellular heterogeneity may be embraced with appropriate study designs and analytical tools. We further suggest that systematic mapping of the loci influenced by age, sex and genetic polymorphisms will bring important biological insights as well as improved control of epigenome-wide association studies.
机译:用于测量基因组中多个基因座处CpG甲基化的平台技术使雄心勃勃的表观基因组范围的关联研究负担得起且切实可行。与评估DNA结构变化影响的遗传研究和测量基因组输出的转录组研究相反,表观遗传研究可以访问特定细胞中基因组功能的调节状态,并能响应特定的刺激。尽管许多因素使表观遗传变异在人类疾病中的解释复杂化,但是预期外周血和组织活检中存在的细胞特异性甲基化模式和细胞异质性会引起最多的问题。在这篇综述中,我们建议将困难夸大,并探讨如何通过适当的研究设计和分析工具来拥抱细胞异质性。我们进一步建议,受年龄,性别和遗传多态性影响的基因座的系统作图将带来重要的生物学见解,并改善对表观基因组范围的关联研究的控制。

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