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Single-cell transcriptomics of East-Asian pancreatic islets cells
Single-cell RNA-seq (scRNA-seq) of pancreatic islets have reported on α- and β-cell gene expression in mice and subjects of predominantly European ancestry. We aimed to assess these findings in East-Asian islet-cells. 448 islet-cells were captured from three East-Asian non-diabetic subjects for scRN...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5504042/ https://www.ncbi.nlm.nih.gov/pubmed/28694456 http://dx.doi.org/10.1038/s41598-017-05266-4 |
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author | Dorajoo, Rajkumar Ali, Yusuf Tay, Vanessa S. Y. Kang, Jonathan Samydurai, Sudhagar Liu, Jianjun Boehm, Bernhard O. |
author_facet | Dorajoo, Rajkumar Ali, Yusuf Tay, Vanessa S. Y. Kang, Jonathan Samydurai, Sudhagar Liu, Jianjun Boehm, Bernhard O. |
author_sort | Dorajoo, Rajkumar |
collection | PubMed |
description | Single-cell RNA-seq (scRNA-seq) of pancreatic islets have reported on α- and β-cell gene expression in mice and subjects of predominantly European ancestry. We aimed to assess these findings in East-Asian islet-cells. 448 islet-cells were captured from three East-Asian non-diabetic subjects for scRNA-seq. Hierarchical clustering using pancreatic cell lineage genes was used to assign cells into cell-types. Differentially expressed transcripts between α- and β-cells were detected using ANOVA and in silico replications of mouse and human islet cell genes were performed. We identified 118 α, 105 β, 6 δ endocrine cells and 47 exocrine cells. Besides INS and GCG, 26 genes showed differential expression between α- and β-cells. 10 genes showed concordant expression as reported in rodents, while FAM46A was significantly discordant. Comparing our East-Asian data with data from primarily European subjects, we replicated several genes implicated in nuclear receptor activations, acute phase response pathway, glutaryl-CoA/tryptophan degradations and EIF2/AMPK/mTOR signaling. Additionally, we identified protein ubiquitination to be associated among East-Asian β-cells. We report on East-Asian α- and β-cell gene signatures and substantiate several genes/pathways. We identify expression signatures in East-Asian β-cells that perhaps reflects increased susceptibility to cell-death and warrants future validations to fully appreciate their role in East-Asian diabetes pathogenesis. |
format | Online Article Text |
id | pubmed-5504042 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55040422017-07-12 Single-cell transcriptomics of East-Asian pancreatic islets cells Dorajoo, Rajkumar Ali, Yusuf Tay, Vanessa S. Y. Kang, Jonathan Samydurai, Sudhagar Liu, Jianjun Boehm, Bernhard O. Sci Rep Article Single-cell RNA-seq (scRNA-seq) of pancreatic islets have reported on α- and β-cell gene expression in mice and subjects of predominantly European ancestry. We aimed to assess these findings in East-Asian islet-cells. 448 islet-cells were captured from three East-Asian non-diabetic subjects for scRNA-seq. Hierarchical clustering using pancreatic cell lineage genes was used to assign cells into cell-types. Differentially expressed transcripts between α- and β-cells were detected using ANOVA and in silico replications of mouse and human islet cell genes were performed. We identified 118 α, 105 β, 6 δ endocrine cells and 47 exocrine cells. Besides INS and GCG, 26 genes showed differential expression between α- and β-cells. 10 genes showed concordant expression as reported in rodents, while FAM46A was significantly discordant. Comparing our East-Asian data with data from primarily European subjects, we replicated several genes implicated in nuclear receptor activations, acute phase response pathway, glutaryl-CoA/tryptophan degradations and EIF2/AMPK/mTOR signaling. Additionally, we identified protein ubiquitination to be associated among East-Asian β-cells. We report on East-Asian α- and β-cell gene signatures and substantiate several genes/pathways. We identify expression signatures in East-Asian β-cells that perhaps reflects increased susceptibility to cell-death and warrants future validations to fully appreciate their role in East-Asian diabetes pathogenesis. Nature Publishing Group UK 2017-07-10 /pmc/articles/PMC5504042/ /pubmed/28694456 http://dx.doi.org/10.1038/s41598-017-05266-4 Text en © The Author(s) 2017 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Dorajoo, Rajkumar Ali, Yusuf Tay, Vanessa S. Y. Kang, Jonathan Samydurai, Sudhagar Liu, Jianjun Boehm, Bernhard O. Single-cell transcriptomics of East-Asian pancreatic islets cells |
title | Single-cell transcriptomics of East-Asian pancreatic islets cells |
title_full | Single-cell transcriptomics of East-Asian pancreatic islets cells |
title_fullStr | Single-cell transcriptomics of East-Asian pancreatic islets cells |
title_full_unstemmed | Single-cell transcriptomics of East-Asian pancreatic islets cells |
title_short | Single-cell transcriptomics of East-Asian pancreatic islets cells |
title_sort | single-cell transcriptomics of east-asian pancreatic islets cells |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5504042/ https://www.ncbi.nlm.nih.gov/pubmed/28694456 http://dx.doi.org/10.1038/s41598-017-05266-4 |
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