Demond Hannah, Khan Soumen, Castillo-Fernandez Juan, Hanna Courtney W, Kelsey Gavin
Epigenetics Programme, Babraham Institute, Cambridge, CB22 3AT, UK.
Laboratory of Integrative Biology (LIBi), Centro de Excelencia en Medicina Traslacional (CEMT), Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco, Chile.
BMC Mol Cell Biol. 2025 Jan 3;26(1):2. doi: 10.1186/s12860-024-00527-3.
During the latter stages of their development, mammalian oocytes under dramatic chromatin reconfiguration, transitioning from a non-surrounded nucleolus (NSN) to a surrounded nucleolus (SN) stage, and concomitant transcriptional silencing. Although the NSN-SN transition is known to be essential for developmental competence of the oocyte, less is known about the accompanying molecular changes. Here we examine the changes in the transcriptome and DNA methylation during the NSN to SN transition in mouse oocytes.
To study the transcriptome and DNA methylation dynamics during the NSN to SN transition, we used single-cell (sc)M&T-seq to generate scRNA-seq and sc-bisulphite-seq (scBS-seq) data from GV oocytes classified as NSN or SN by Hoechst staining of their nuclei. Transcriptome analysis showed a lower number of detected transcripts in SN compared with NSN oocytes as well as downregulation of 576 genes, which were enriched for processes related to mRNA processing. We used the transcriptome data to generate a classifier that can infer chromatin stage in scRNA-seq datasets. The classifier was successfully tested in multiple published datasets of mouse models with a known skew in NSN: SN ratios. Analysis of the scBS-seq data showed increased DNA methylation in SN compared to NSN oocytes, which was most pronounced in regions with intermediate levels of methylation. Overlap with chromatin immunoprecipitation and sequencing (ChIP-seq) data for the histone modifications H3K36me3, H3K4me3 and H3K27me3 showed that regions gaining methylation in SN oocytes are enriched for overlapping H3K36me3 and H3K27me3, which is an unusual combination, as these marks do not typically coincide.
We characterise the transcriptome and DNA methylation changes accompanying the NSN-SN transition in mouse oocytes. We develop a classifier that can be used to infer chromatin status in single-cell or bulk RNA-seq data, enabling identification of altered chromatin transition in genetic knock-outs, and a quality control to identify skewed NSN-SN proportions that could otherwise confound differential gene expression analysis. We identify late-methylating regions in SN oocytes that are associated with an unusual combination of chromatin modifications, which may be regions with high chromatin plasticity and transitioning between H3K27me3 and H3K36me3, or reflect heterogeneity on a single-cell level.
在发育后期,哺乳动物卵母细胞经历显著的染色质重塑,从非环绕核仁(NSN)阶段转变为环绕核仁(SN)阶段,并伴随转录沉默。尽管已知NSN - SN转变对卵母细胞的发育能力至关重要,但对伴随的分子变化了解较少。在此,我们研究小鼠卵母细胞从NSN向SN转变过程中转录组和DNA甲基化的变化。
为了研究NSN向SN转变过程中的转录组和DNA甲基化动态,我们使用单细胞(sc)M&T - seq从通过核Hoechst染色分类为NSN或SN的生发泡(GV)卵母细胞中生成scRNA - seq和单链亚硫酸氢盐测序(scBS - seq)数据。转录组分析显示,与NSN卵母细胞相比,SN中检测到的转录本数量较少,以及576个基因下调,这些基因在与mRNA加工相关的过程中富集。我们使用转录组数据生成了一个分类器,可在scRNA - seq数据集中推断染色质阶段。该分类器在多个已发表的具有已知NSN:SN比例偏差的小鼠模型数据集中成功进行了测试。对scBS - seq数据的分析表明,与NSN卵母细胞相比,SN中的DNA甲基化增加,在甲基化水平中等的区域最为明显。与组蛋白修饰H3K36me3、H3K4me3和H3K27me3的染色质免疫沉淀测序(ChIP - seq)数据重叠显示,SN卵母细胞中获得甲基化的区域富含重叠的H3K36me3和H3K^{2}7me3,这是一种不寻常的组合,因为这些标记通常不重合。
我们描述了小鼠卵母细胞中伴随NSN - SN转变的转录组和DNA甲基化变化。我们开发了一种分类器,可用于推断单细胞或批量RNA - seq数据中的染色质状态,从而能够识别基因敲除中改变的染色质转变,并进行质量控制以识别可能混淆差异基因表达分析的NSN - SN比例偏差。我们在SN卵母细胞中鉴定出晚期甲基化区域,这些区域与一种不寻常的染色质修饰组合相关,这可能是具有高染色质可塑性且在H3K27me3和H3K36me3之间转变的区域,或者反映了单细胞水平上的异质性。