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表观遗传保守性是功能的灯塔:使用 Methcon5 软件研究基因甲基化的分析。

Epigenetic Conservation Is a Beacon of Function: An Analysis Using Methcon5 Software for Studying Gene Methylation.

机构信息

Biostatistics Division, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA.

Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, CA.

出版信息

JCO Clin Cancer Inform. 2020 Feb;4:100-107. doi: 10.1200/CCI.19.00109.

Abstract

PURPOSE

Different epigenetic configurations allow one genome to develop into multiple cell types. Although the rules governing what epigenetic features confer gene expression are increasingly being understood, much remains uncertain. Here, we used a novel software package, Methcon5, to explore whether the principle of biologic conservation can be used to identify expressed genes. The hypothesis is that epigenetic configurations of important expressed genes will be conserved within a tissue.

MATERIALS AND METHODS

We compared the DNA methylation of approximately 850,000 CpG sites between multiple clonal crypts or glands of human colon, small intestine, and endometrium. We performed this analysis using the new software package, Methcon5, which enables detection of regions of high (or low) conservation.

RESULTS

We showed that DNA methylation is preferentially conserved at gene-associated CpG sites, particularly in gene promoters (eg, near the transcription start site) or the first exon. Furthermore, higher conservation correlated well with gene expression levels and performed better than promoter DNA methylation levels. Most conserved genes are in canonical housekeeping pathways.

CONCLUSION

This study introduces the new software package, Methcon5. In this example application, we showed that epigenetic conservation provides an alternative method for identifying functional genomic regions in human tissues.

摘要

目的

不同的表观遗传结构使一个基因组能够发育成多种细胞类型。尽管越来越多的人了解了控制哪些表观遗传特征赋予基因表达的规则,但仍有许多不确定的地方。在这里,我们使用了一种新的软件包 Methcon5,来探索是否可以利用生物学保守性原则来识别表达基因。假设是,重要表达基因的表观遗传结构将在组织内保持保守。

材料与方法

我们比较了来自人类结肠、小肠和子宫内膜的多个克隆隐窝或腺体的大约 850000 个 CpG 位点的 DNA 甲基化。我们使用新的软件包 Methcon5 进行了这项分析,该软件包可以检测到高(或低)保守性的区域。

结果

我们表明,DNA 甲基化在与基因相关的 CpG 位点上优先被保守,特别是在基因启动子(例如,靠近转录起始位点)或第一外显子。此外,较高的保守性与基因表达水平密切相关,并且比启动子 DNA 甲基化水平表现得更好。最保守的基因位于规范的管家途径中。

结论

本研究介绍了新的软件包 Methcon5。在这个示例应用中,我们表明,表观遗传保守性为鉴定人类组织中的功能基因组区域提供了一种替代方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6940/7049248/5ecca03ccc7f/CCI.19.00109f1.jpg

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