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Single-cell Transcriptomic Analyses of Mouse Pancreatic Endocrine Cells
Published on: September 30, 2018
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Single-Cell Transcriptomics of the Human Endocrine Pancreas
Yue J Wang1, Jonathan Schug1, Kyoung-Jae Won1
1Department of Genetics and Institute for Diabetes, Obesity, and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA.
Diabetes
|July 2, 2016
Summary
Single-cell RNA sequencing reveals that pancreatic cells in children and type 2 diabetes patients show dedifferentiation. A proliferating alpha-cell activates Sonic hedgehog signaling, offering new insights into islet cell heterogeneity.
Area of Science:
- Endocrinology
- Computational Biology
- Genomics
Background:
- Human pancreatic islets contain diverse endocrine cell types crucial for metabolic regulation.
- Understanding cellular heterogeneity is key to detecting rare states and disease mechanisms.
Purpose of the Study:
- To analyze pancreatic islet cellular heterogeneity using single-cell RNA sequencing (RNA-seq).
- To identify distinct gene expression profiles in endocrine cells across different age groups and diabetes statuses.
Main Methods:
- Single-cell RNA sequencing (RNA-seq) of human pancreatic islets from deceased donors (children, adults, T1D, T2D).
- Development of a computational biology framework for robust cell type annotation.
- Pathway analysis to investigate cellular functions and signaling.
Main Results:
- Child and type 2 diabetes (T2D) alpha- and beta-cells exhibit less defined gene signatures compared to adult cells.
- T2D islet cells show partial dedifferentiation, mirroring features observed in children.
- A proliferating alpha-cell displayed activated cell cycle pathways and Sonic hedgehog signaling.
Conclusions:
- Single-cell RNA-seq is powerful for exploring pancreatic islet cellular heterogeneity.
- Partial dedifferentiation in T2D may involve pathways similar to those in developing islets.
- Sonic hedgehog signaling is implicated in human alpha-cell proliferation, opening new research avenues.
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