The Jackson Laboratory for Genomic Medicine, 10 Discovery Dr., Farmington, CT 06032, USA.
The Jackson Laboratory, 600 Main Street, Bar Harbor, ME 04609, USA.
Int J Mol Sci. 2022 Sep 8;23(18):10419. doi: 10.3390/ijms231810419.
Transcriptomic analysis of the mammalian retinal pigment epithelium (RPE) aims to identify cellular networks that influence ocular development, maintenance, function, and disease. However, available evidence points to RPE cell heterogeneity within native tissue, which adds complexity to global transcriptomic analysis. Here, to assess cell heterogeneity, we performed single-cell RNA sequencing of RPE cells from two young adult male C57BL/6J mice. Following quality control to ensure robust transcript identification limited to cell singlets, we detected 13,858 transcripts among 2667 and 2846 RPE cells. Dimensional reduction by principal component analysis and uniform manifold approximation and projection revealed six distinct cell populations. All clusters expressed transcripts typical of RPE cells; the smallest (C1, containing 1-2% of total cells) exhibited the hallmarks of stem and/or progenitor (SP) cells. Placing C1-6 along a pseudotime axis suggested a relative decrease in melanogenesis and SP gene expression and a corresponding increase in visual cycle gene expression upon RPE maturation. K-means clustering of all detected transcripts identified additional expression patterns that may advance the understanding of RPE SP cell maintenance and the evolution of cellular metabolic networks during development. This work provides new insights into the transcriptome of the mouse RPE and a baseline for identifying experimentally induced transcriptional changes in future studies of this tissue.
哺乳动物视网膜色素上皮 (RPE) 的转录组分析旨在鉴定影响眼部发育、维持、功能和疾病的细胞网络。然而,现有证据表明,天然组织中的 RPE 细胞存在异质性,这增加了全转录组分析的复杂性。在这里,为了评估细胞异质性,我们对来自两只年轻成年雄性 C57BL/6J 小鼠的 RPE 细胞进行了单细胞 RNA 测序。在进行质量控制以确保稳健的转录本识别仅限于细胞单体之后,我们在 2667 和 2846 个 RPE 细胞中检测到 13858 个转录本。通过主成分分析和均匀流形逼近和投影进行降维,揭示了六个不同的细胞群。所有簇都表达了 RPE 细胞特有的转录本;最小的簇 (C1,包含总细胞的 1-2%) 表现出干细胞和/或祖细胞 (SP) 的特征。将 C1-6 沿着拟时间轴排列表明,在 RPE 成熟过程中,黑色素生成和 SP 基因表达相对减少,而视觉循环基因表达相应增加。对所有检测到的转录本进行 K-均值聚类,确定了其他表达模式,这可能有助于深入了解 RPE SP 细胞的维持以及发育过程中细胞代谢网络的进化。这项工作为小鼠 RPE 的转录组提供了新的见解,并为未来研究该组织中实验诱导的转录变化提供了基线。