Ministry of Education Key Laboratory of Cell Proliferation and Differentiation, College of Life Sciences, Peking-Tsinghua Center for Life Sciences, China; PKU-Tsinghua-NIBS Graduate Program, China.
Ministry of Education Key Laboratory of Cell Proliferation and Differentiation, College of Life Sciences, Peking-Tsinghua Center for Life Sciences, China; Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China.
Mol Metab. 2020 Jul;37:100982. doi: 10.1016/j.molmet.2020.100982. Epub 2020 Apr 2.
OBJECTIVES: The streptozotocin (STZ) model is widely used in diabetes research. However, the cellular and molecular states of pancreatic endocrine cells in this model remain unclear. This study explored the molecular characteristics of islet cells treated with STZ and re-evaluated β-cell dysfunction and regeneration in the STZ model. METHODS: We performed single-cell RNA sequencing of pancreatic endocrine cells from STZ-treated mice. High-quality sequencing data from 2,999 cells were used to identify clusters via Louvain clustering analysis. Principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE), uniform manifold approximation and projection (UMAP), force-directed layout (FDL), and differential expression analysis were used to define the heterogeneity and transcriptomic changes in islet cells. In addition, qPCR and immunofluorescence staining were used to confirm findings from the sequencing data. RESULTS: Untreated β-cells were divided into two populations at the transcriptomic level, a large high-Glut2 expression (Glut2) population and a small low-Glut2 expression (Glut2) population. At the transcriptomic level, Glut2 β-cells in adult mice did not represent a developmentally immature state, although a fraction of genes associated with β-cell maturation and function were downregulated in Glut2 cells. After a single high-dose STZ treatment, most Glut2 cells were killed, but Glut2 cells survived and over time changed to a distinct cell state. We did not observe conversion of Glut2 to Glut2 β-cells up to 9 months after STZ treatment. In addition, we did not detect transcriptomic changes in the non-β endocrine cells or a direct trans-differentiation pathway from the α-cell lineage to the β-cell lineage in the STZ model. CONCLUSIONS: We identified the heterogeneity of β-cells in both physiological and pathological conditions. However, we did not observe conversion of Glut2 to Glut2 β-cells, transcriptomic changes in the non-β endocrine cells, or direct trans-differentiation from the α-cell lineage to the β-cell lineage in the STZ model. Our results clearly define the states of islet cells treated with STZ and allow us to re-evaluate the STZ model widely used in diabetes studies.
目的:链脲佐菌素(STZ)模型广泛应用于糖尿病研究。然而,该模型中胰岛内分泌细胞的细胞和分子状态仍不清楚。本研究探讨了 STZ 处理的胰岛细胞的分子特征,并重新评估了 STZ 模型中β细胞功能障碍和再生。
方法:我们对 STZ 处理的小鼠胰岛内分泌细胞进行了单细胞 RNA 测序。使用高质量的 2999 个细胞测序数据,通过 Louvain 聚类分析识别簇。主成分分析(PCA)、t 分布随机邻域嵌入(t-SNE)、一致流形逼近和投影(UMAP)、力导向布局(FDL)和差异表达分析用于定义胰岛细胞的异质性和转录组变化。此外,qPCR 和免疫荧光染色用于验证测序数据的结果。
结果:未处理的β细胞在转录组水平上分为两个群体,一个是高 Glut2 表达(Glut2)的大群体,另一个是低 Glut2 表达(Glut2)的小群体。在转录组水平上,成年小鼠的 Glut2β细胞并不代表发育不成熟的状态,尽管与β细胞成熟和功能相关的部分基因在 Glut2 细胞中下调。单次高剂量 STZ 处理后,大多数 Glut2 细胞被杀死,但 Glut2 细胞存活下来,并随着时间的推移转变为明显的细胞状态。在 STZ 处理后 9 个月内,我们没有观察到 Glut2 向 Glut2β细胞的转化。此外,我们没有在 STZ 模型中观察到非β内分泌细胞的转录组变化,也没有观察到从α细胞谱系到β细胞谱系的直接转分化途径。
结论:我们鉴定了生理和病理条件下β细胞的异质性。然而,我们没有观察到 Glut2 向 Glut2β细胞的转化、非β内分泌细胞的转录组变化,或 STZ 模型中从α细胞谱系到β细胞谱系的直接转分化。我们的结果清楚地定义了 STZ 处理的胰岛细胞的状态,并允许我们重新评估广泛用于糖尿病研究的 STZ 模型。
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