Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA.
Barbara Davis Center for Diabetes, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO.
Diabetes. 2021 May;70(5):1117-1122. doi: 10.2337/db20-0802. Epub 2021 Mar 8.
Single-cell RNA-sequencing (scRNA-Seq) technologies have greatly enhanced our understanding of islet cell transcriptomes and have revealed the existence of β-cell heterogeneity. However, comparison of scRNA-Seq data sets from different groups have highlighted inconsistencies in gene expression patterns, primarily due to variable detection of lower abundance transcripts. Furthermore, such analyses are unable to uncover the spatial organization of heterogeneous gene expression. In this study, we used fluctuation localization imaging-based fluorescence in situ hybridization (fliFISH) to quantify transcripts in single cells in mouse pancreatic islet sections. We compared the expression patterns of Insulin 2 () with and , two genes expressed in β-cells as they mature, as well as , a factor with variably reported expression in the islet. This approach accurately quantified transcripts across a wide range of expression levels, from single copies to >100 copies/cell in one islet. Importantly, fliFISH allowed evaluation of transcript heterogeneity in the spatial context of an intact islet. These studies confirm the existence of a high degree of heterogeneous gene expression levels within the islet and highlight relative and radial expression patterns that likely reflect distinct β-cell maturation states along the radial axis of the islet.
单细胞 RNA 测序 (scRNA-Seq) 技术极大地提高了我们对胰岛细胞转录组的理解,并揭示了 β 细胞异质性的存在。然而,对来自不同组的 scRNA-Seq 数据集的比较突出了基因表达模式的不一致性,主要是由于低丰度转录本的检测存在差异。此外,此类分析无法揭示异质基因表达的空间组织。在这项研究中,我们使用基于波动定位成像的荧光原位杂交 (fliFISH) 来定量小鼠胰岛切片中单细胞中的转录物。我们比较了胰岛素 2 () 与在 β 细胞成熟过程中表达的 和 ,以及在胰岛中报道的表达情况各不相同的因子的表达模式。这种方法可以准确地定量从单个拷贝到一个胰岛中 >100 个拷贝/细胞的广泛表达水平的转录物。重要的是,fliFISH 允许在完整胰岛的空间背景下评估转录物的异质性。这些研究证实了胰岛内存在高度异质性的基因表达水平,并强调了相对和径向表达模式,这些模式可能反映了胰岛径向轴上不同的 β 细胞成熟状态。