Lee Min Kyung, Azizgolshani Nasim, Zhang Ze, Perreard Laurent, Kolling Fred W, Nguyen Lananh N, Zanazzi George J, Salas Lucas A, Christensen Brock C
Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
Department of Cardiothoracic Surgery, Columbia University Medical Center, New York, NY, USA.
Res Sq. 2023 Feb 28:rs.3.rs-2517758. doi: 10.21203/rs.3.rs-2517758/v1.
Although intratumoral heterogeneity has been established in pediatric central nervous system tumors, epigenomic alterations at the cell type level have largely remained unresolved. To identify cell type-specific alterations to cytosine modifications in pediatric central nervous system tumors we utilized a multi-omic approach that integrated bulk DNA cytosine modification data (methylation and hydroxymethylation) with both bulk and single-cell RNA-sequencing data. We demonstrate a large reduction in the scope of significantly differentially modified cytosines in tumors when accounting for tumor cell type composition. In the progenitor-like cell types of tumors, we identified a preponderance differential CpG hydroxymethylation rather than methylation. Genes with differential hydroxymethylation, like and , were associated with cell type-specific changes in gene expression in tumors. Our results highlight the importance of epigenomic alterations in the progenitor-like cell types and its role in cell type-specific transcriptional regulation in pediatric CNS tumors.
尽管小儿中枢神经系统肿瘤中已证实存在肿瘤内异质性,但细胞类型水平上的表观基因组改变在很大程度上仍未得到解决。为了确定小儿中枢神经系统肿瘤中胞嘧啶修饰的细胞类型特异性改变,我们采用了一种多组学方法,将大量DNA胞嘧啶修饰数据(甲基化和羟甲基化)与大量和单细胞RNA测序数据整合在一起。当考虑肿瘤细胞类型组成时,我们证明肿瘤中显著差异修饰的胞嘧啶范围大幅减少。在肿瘤的祖细胞样细胞类型中,我们发现主要是差异CpG羟甲基化而非甲基化。具有差异羟甲基化的基因,如 和 ,与肿瘤中基因表达的细胞类型特异性变化相关。我们的结果突出了祖细胞样细胞类型中表观基因组改变的重要性及其在小儿中枢神经系统肿瘤细胞类型特异性转录调控中的作用。