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从母体血浆 DNA 无创重建胎盘甲基组:产前检测和监测的潜力。

Noninvasive reconstruction of placental methylome from maternal plasma DNA: Potential for prenatal testing and monitoring.

机构信息

Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong.

Department of Chemical Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong.

出版信息

Prenat Diagn. 2018 Feb;38(3):196-203. doi: 10.1002/pd.5214. Epub 2018 Jan 31.

Abstract

OBJECTIVE

During human pregnancy, the DNA methylation of placental tissue is highly relevant to the normal growth and development of the fetus; therefore, methylomic analysis of the placental tissue possesses high research and clinical value in prenatal testing and monitoring. Thus, our aim is to develop an approach for reconstruction of the placental methylome, which should be completely noninvasive and achieve high accuracy and resolution.

RESULTS

We propose a novel size-based algorithm, FEtal MEthylome Reconstructor (FEMER), to noninvasively reconstruct the placental methylome by genomewide bisulfite sequencing and size-based analysis of maternal plasma DNA. By applying FEMER on a real clinical dataset, we demonstrate that FEMER achieves both high accuracy and resolution, thus provides a high-quality view of the placental methylome from maternal plasma DNA. FEtal MEthylome Reconstructor could also predict the DNA methylation profile of CpG islands with high accuracy, thus shows potential in monitoring of key genes involved in placental/fetal development. Source code and testing datasets for FEMER are available at http://sunlab.cpy.cuhk.edu.hk/FEMER/.

CONCLUSION

FEtal MEthylome Reconstructor could enhance the noninvasive fetal/placental methylomic analysis and facilitate its application in prenatal testing and monitoring.

摘要

目的

在人类妊娠期间,胎盘组织的 DNA 甲基化与胎儿的正常生长发育密切相关;因此,对胎盘组织进行甲基组分析在产前检测和监测方面具有很高的研究和临床价值。因此,我们的目标是开发一种完全非侵入性的方法来重建胎盘甲基组,该方法应具有高精度和高分辨率。

结果

我们提出了一种新的基于大小的算法 FEtal MEthylome Reconstructor(FEMER),通过全基因组亚硫酸氢盐测序和基于大小的母体血浆 DNA 分析,非侵入性地重建胎盘甲基组。通过在真实的临床数据集上应用 FEMER,我们证明 FEMER 具有高精度和分辨率,从而从母体血浆 DNA 中提供了高质量的胎盘甲基组视图。FEtal MEthylome Reconstructor 还可以高精度地预测 CpG 岛的 DNA 甲基化谱,因此在监测与胎盘/胎儿发育相关的关键基因方面具有潜力。FEMER 的源代码和测试数据集可在 http://sunlab.cpy.cuhk.edu.hk/FEMER/ 获得。

结论

FEtal MEthylome Reconstructor 可以增强非侵入性的胎儿/胎盘甲基组分析,并促进其在产前检测和监测中的应用。

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