Center for Cell Lineage and Atlas (CCLA), Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou, China.
Department of Biology, Southern University of Science and Technology, Shenzhen, China.
Nat Commun. 2021 Mar 5;12(1):1456. doi: 10.1038/s41467-021-21808-x.
Transposable elements (TEs) make up a majority of a typical eukaryote's genome, and contribute to cell heterogeneity in unclear ways. Single-cell sequencing technologies are powerful tools to explore cells, however analysis is typically gene-centric and TE expression has not been addressed. Here, we develop a single-cell TE processing pipeline, scTE, and report the expression of TEs in single cells in a range of biological contexts. Specific TE types are expressed in subpopulations of embryonic stem cells and are dynamically regulated during pluripotency reprogramming, differentiation, and embryogenesis. Unexpectedly, TEs are expressed in somatic cells, including human disease-specific TEs that are undetectable in bulk analyses. Finally, we apply scTE to single-cell ATAC-seq data, and demonstrate that scTE can discriminate cell type using chromatin accessibly of TEs alone. Overall, our results classify the dynamic patterns of TEs in single cells and their contributions to cell heterogeneity.
转座元件 (TEs) 构成了典型真核生物基因组的大部分,但其对细胞异质性的影响方式尚不清楚。单细胞测序技术是探索细胞的有力工具,但分析通常以基因为中心,TE 的表达尚未得到解决。在这里,我们开发了一种单细胞 TE 处理管道 scTE,并报告了一系列生物背景下单细胞中 TE 的表达情况。特定类型的 TE 在胚胎干细胞的亚群中表达,并在多能性重编程、分化和胚胎发生过程中动态调节。出乎意料的是,TE 在体细胞中表达,包括在批量分析中无法检测到的人类疾病特异性 TE。最后,我们将 scTE 应用于单细胞 ATAC-seq 数据,并证明 scTE 可以仅使用 TE 的染色质可及性来区分细胞类型。总的来说,我们的结果对单细胞中 TE 的动态模式及其对细胞异质性的贡献进行了分类。