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首页> 外文期刊>BMC Genomics >Deciphering the heterogeneity in DNA methylation patterns during stem cell differentiation and reprogramming
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Deciphering the heterogeneity in DNA methylation patterns during stem cell differentiation and reprogramming

机译:在干细胞分化和重新编程过程中破译DNA甲基化模式的异质性

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摘要

Human induced pluripotent stem cells (iPSCs) have a wide range of applications throughout the fields of basic research, disease modeling and drug screening. Epigenetic instable iPSCs with aberrant DNA methylation may divide and differentiate into cancer cells. Unfortunately, little effort has been taken to compare the epigenetic variation in iPSCs with that in differentiated cells. Here, we developed an analytical procedure to decipher the DNA methylation heterogeneity of mixed cells and further exploited it to quantitatively assess the DNA methylation variation in the methylomes of adipose-derived stem cells (ADS), mature adipocytes differentiated from ADS cells (ADS-adipose) and iPSCs reprogrammed from ADS cells (ADS-iPSCs). We observed that the degree of DNA methylation variation varies across distinct genomic regions with promoter and 5’UTR regions exhibiting low methylation variation and Satellite showing high methylation variation. Compared with differentiated cells, ADS-iPSCs possess globally decreased methylation variation, in particular in repetitive elements. Interestingly, DNA methylation variation decreases in promoter regions during differentiation but increases during reprogramming. Methylation variation in promoter regions is negatively correlated with gene expression. In addition, genes showing a bipolar methylation pattern, with both completely methylated and completely unmethylated reads, are related to the carbohydrate metabolic process, cellular development, cellular growth, proliferation, etc. This study delivers a way to detect cell-subset specific methylation genes in a mixed cell population and provides a better understanding of methylation dynamics during stem cell differentiation and reprogramming.
机译:人类诱导的多能干细胞(iPSC)在基础研究,疾病建模和药物筛选等领域具有广泛的应用。 DNA甲基化异常的表观遗传不稳定iPSC可能分裂并分化为癌细胞。不幸的是,很少有人努力比较iPSCs和分化细胞中的表观遗传变异。在这里,我们开发了一种分析程序来破译混合细胞的DNA甲基化异质性,并进一步利用它来定量评估脂肪干细胞(ADS),从ADS细胞分化出来的成熟脂肪细胞(ADS-adipose)的甲基化组中的DNA甲基化变异。 )和从ADS单元(ADS-iPSC)重新编程的iPSC。我们观察到,DNA甲基化差异的程度在不同的基因组区域之间变化,启动子和5'UTR区域的甲基化差异较小,而Satellite的甲基化差异较大。与分化细胞相比,ADS-iPSC具有总体上降低的甲基化变异,特别是在重复元件中。有趣的是,DNA甲基化变化在分化过程中在启动子区域减少,但在重编程过程中增加。启动子区域的甲基化变化与基因表达负相关。此外,具有双甲基化模式的基因,具有完全甲基化和完全非甲基化的读数,与碳水化合物代谢过程,细胞发育,细胞生长,增殖等有关。这项研究提供了一种检测细胞亚群特异性甲基化基因的方法在混合细胞群体中,可以更好地理解干细胞分化和重编程过程中的甲基化动力学。

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