1. Integrated transcriptomics contrasts fatty acid metabolism with hypoxia response in β-cell subpopulations associated with glycemic control.
- Author
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Miranda MA, Macias-Velasco JF, Schmidt H, and Lawson HA
- Subjects
- Mice, Animals, Transcriptome, Glycemic Control, Obesity genetics, Obesity metabolism, Fatty Acids metabolism, Insulin metabolism, Insulin-Secreting Cells metabolism, Diabetes Mellitus, Type 2 genetics
- Abstract
Background: Understanding how heterogeneous β-cell function impacts diabetes is imperative for therapy development. Standard single-cell RNA sequencing analysis illuminates some factors driving heterogeneity, but new strategies are required to enhance information capture., Results: We integrate pancreatic islet single-cell and bulk RNA sequencing data to identify β-cell subpopulations based on gene expression and characterize genetic networks associated with β-cell function in obese SM/J mice. We identify β-cell subpopulations associated with basal insulin secretion, hypoxia response, cell polarity, and stress response. Network analysis associates fatty acid metabolism and basal insulin secretion with hyperglycemic-obesity, while expression of Pdyn and hypoxia response is associated with normoglycemic-obesity., Conclusions: By integrating single-cell and bulk islet transcriptomes, our study explores β-cell heterogeneity and identifies novel subpopulations and genetic pathways associated with β-cell function in obesity., (© 2023. The Author(s).)
- Published
- 2023
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