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Single-cell transcriptome analysis of NEUROG3+ cells during pancreatic endocrine differentiation with small molecules
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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10127065/ https://www.ncbi.nlm.nih.gov/pubmed/37098639 http://dx.doi.org/10.1186/s13287-023-03338-z |
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author | Li, Jin Chen, Junru Luo, Xiaoyu Lu, Guangxiu Lin, Ge |
author_facet | Li, Jin Chen, Junru Luo, Xiaoyu Lu, Guangxiu Lin, Ge |
author_sort | Li, Jin |
collection | PubMed |
description | 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, ALCAM(high) CD9(low) could be used as a marker for endocrine populations, and ALCAM(high) CD9(low)CDH1(low) could remove the SLC18A1 + CHGA+ population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13287-023-03338-z. |
format | Online Article Text |
id | pubmed-10127065 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101270652023-04-26 Single-cell transcriptome analysis of NEUROG3+ cells during pancreatic endocrine differentiation with small molecules Li, Jin Chen, Junru Luo, Xiaoyu Lu, Guangxiu Lin, Ge Stem Cell Res Ther Letter 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, ALCAM(high) CD9(low) could be used as a marker for endocrine populations, and ALCAM(high) CD9(low)CDH1(low) could remove the SLC18A1 + CHGA+ population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13287-023-03338-z. BioMed Central 2023-04-25 /pmc/articles/PMC10127065/ /pubmed/37098639 http://dx.doi.org/10.1186/s13287-023-03338-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Letter Li, Jin Chen, Junru Luo, Xiaoyu Lu, Guangxiu Lin, Ge Single-cell transcriptome analysis of NEUROG3+ cells during pancreatic endocrine differentiation with small molecules |
title | Single-cell transcriptome analysis of NEUROG3+ cells during pancreatic endocrine differentiation with small molecules |
title_full | Single-cell transcriptome analysis of NEUROG3+ cells during pancreatic endocrine differentiation with small molecules |
title_fullStr | Single-cell transcriptome analysis of NEUROG3+ cells during pancreatic endocrine differentiation with small molecules |
title_full_unstemmed | Single-cell transcriptome analysis of NEUROG3+ cells during pancreatic endocrine differentiation with small molecules |
title_short | Single-cell transcriptome analysis of NEUROG3+ cells during pancreatic endocrine differentiation with small molecules |
title_sort | single-cell transcriptome analysis of neurog3+ cells during pancreatic endocrine differentiation with small molecules |
topic | Letter |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10127065/ https://www.ncbi.nlm.nih.gov/pubmed/37098639 http://dx.doi.org/10.1186/s13287-023-03338-z |
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