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Characterizing pancreatic β-cell heterogeneity in the streptozotocin model by single-cell transcriptomic analysis.
- Source :
-
Molecular metabolism [Mol Metab] 2020 Jul; Vol. 37, pp. 100982. Date of Electronic Publication: 2020 Apr 02. - Publication Year :
- 2020
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Abstract
- 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.<br />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.<br />Results: Untreated β-cells were divided into two populations at the transcriptomic level, a large high-Glut2 expression (Glut2 <superscript>high</superscript> ) population and a small low-Glut2 expression (Glut2 <superscript>low</superscript> ) population. At the transcriptomic level, Glut2 <superscript>low</superscript> 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 <superscript>low</superscript> cells. After a single high-dose STZ treatment, most Glut2 <superscript>high</superscript> cells were killed, but Glut2 <superscript>low</superscript> cells survived and over time changed to a distinct cell state. We did not observe conversion of Glut2 <superscript>low</superscript> to Glut2 <superscript>high</superscript> 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.<br />Conclusions: We identified the heterogeneity of β-cells in both physiological and pathological conditions. However, we did not observe conversion of Glut2 <superscript>low</superscript> to Glut2 <superscript>high</superscript> 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.<br /> (Copyright © 2020 The Author(s). Published by Elsevier GmbH.. All rights reserved.)
- Subjects :
- Animals
Blood Glucose metabolism
Diabetes Mellitus, Experimental genetics
Diabetes Mellitus, Experimental physiopathology
Gene Expression genetics
Gene Expression Profiling methods
Gene Expression Regulation genetics
Glucagon-Secreting Cells metabolism
Glucose metabolism
Glucose Transporter Type 2 genetics
Glucose Transporter Type 2 metabolism
Humans
Insulin metabolism
Insulin-Secreting Cells metabolism
Islets of Langerhans physiology
Male
Mice
Mice, Transgenic
Single-Cell Analysis methods
Streptozocin pharmacology
Transcriptome genetics
Diabetes Mellitus, Experimental metabolism
Insulin-Secreting Cells physiology
Islets of Langerhans metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 2212-8778
- Volume :
- 37
- Database :
- MEDLINE
- Journal :
- Molecular metabolism
- Publication Type :
- Academic Journal
- Accession number :
- 32247924
- Full Text :
- https://doi.org/10.1016/j.molmet.2020.100982