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Updated: Aug 1, 2025

Single-cell Transcriptomic Analyses of Mouse Pancreatic Endocrine Cells
Published on: September 30, 2018
Single-cell transcriptome analysis of NEUROG3+ cells during pancreatic endocrine differentiation with small molecules
Jin Li1,2,3, Junru Chen4, Xiaoyu Luo3
1Institute of Reproductive and Stem Cell Engineering, School of Basic Medical Science, Central South University, Changsha, 410078, Hunan, People's Republic of China.
Abstract:
The efficiency of inducing human embryonic stem cells into NEUROG3+ pancreatic endocrine cells is a bottleneck in stem cell therapy for diabetes. To understand the cell properties and fate decisions during differentiation, we analyzed the modified induction method using single-cell transcriptome and found that DAPT combined with four factors (4FS): nicotinamide, dexamethasone, forskolin and Alk5 inhibitor II (DAPT + 4FS) increased the expression of NEUROG3 to approximately 34.3%. The increased NEUROG3+ cells were mainly concentrated in Insulin + Glucagon + (INS + GCG+) and SLAC18A1 + Chromogranin A+(SLAC18A1 + CHGA +) populations, indicating that the increased NEUROG3+ cells promoted the differentiation of pancreatic endocrine cells and enterochromaffin-like cells. Single-cell transcriptome analysis provided valuable clues for further screening of pancreatic endocrine cells and differentiation of pancreatic islet cells. The gene set enrichment analysis (GSEA) suggest that we can try to promote the expression of INS + GCG+ population by up-regulating G protein-coupled receptor (GPCR) and mitogen-activated protein kinase signals and down-regulating Wnt, NIK/NF-KappaB and cytokine-mediated signal pathways. We can also try to regulate GPCR signaling through PLCE1, so as to increase the proportion of NEUROG3+ cells in INS+GCG+ populations. To exclude non-pancreatic endocrine cells, ALCAMhigh CD9low could be used as a marker for endocrine populations, and ALCAMhigh CD9lowCDH1low could remove the SLC18A1 + CHGA+ population.
Insights
Improving human embryonic stem cell differentiation into pancreatic endocrine cells is key for diabetes therapy. A modified induction method significantly boosted NEUROG3 expression, enhancing pancreatic cell differentiation.
Area of Science:
- Stem cell biology and regenerative medicine.
- Endocrinology and diabetes research.
- Single-cell genomics and transcriptomics.
Background:
- Efficient differentiation of human embryonic stem cells (hESCs) into NEUROG3+ pancreatic endocrine cells is crucial for diabetes stem cell therapy.
- Current methods face bottlenecks in achieving high efficiency and specific cell fate decisions.
- Understanding cell properties and fate during differentiation is essential for optimizing protocols.
Discussion:
- The DAPT + 4FS (nicotinamide, dexamethasone, forskolin, Alk5 inhibitor II) method significantly increased NEUROG3 expression to 34.3% in differentiating hESCs.
- Increased NEUROG3+ cells were predominantly found in Insulin+Glucagon+ (INS+GCG+) and SLC18A1+Chromogranin A+ (SLC18A1+CHGA+) populations.
- This suggests enhanced differentiation towards pancreatic endocrine and enterochromaffin-like cells.
Key Insights:
- Single-cell transcriptome analysis revealed that elevated NEUROG3 expression promotes pancreatic endocrine and enterochromaffin-like cell differentiation.
- Gene set enrichment analysis (GSEA) identified potential signaling pathways for optimization: up-regulate G protein-coupled receptor (GPCR) and mitogen-activated protein kinase (MAPK) signals.
- Down-regulating Wnt, NIK/NF-KappaB, and cytokine-mediated pathways may further enhance differentiation. PLCE1 can be targeted to modulate GPCR signaling for increased NEUROG3+ cells in INS+GCG+ populations.
Outlook:
- ALCAMhigh CD9low can serve as a marker for identifying endocrine cell populations.
- ALCAMhigh CD9lowCDH1low markers can be used to exclude non-pancreatic endocrine SLC18A1+CHGA+ cells.
- These findings provide a foundation for refining hESC differentiation protocols for diabetes therapy and advancing pancreatic islet cell generation.
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