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...

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Main Authors: Tay, Vanessa Shi Yun, Boehm, Bernhard Otto, Dorajoo, Rajkumar, Ali, Yusuf, Kang, Jonathan, Samydurai, Sudhagar, Liu, Jianjun
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/88280
http://hdl.handle.net/10220/45671
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-882802020-11-01T05:23:29Z Single-cell transcriptomics of East-Asian pancreatic islets cells Tay, Vanessa Shi Yun Boehm, Bernhard Otto Dorajoo, Rajkumar Ali, Yusuf Kang, Jonathan Samydurai, Sudhagar Liu, Jianjun Lee Kong Chian School of Medicine (LKCMedicine) Gene Expression Islet Cell DRNTU::Science::Biological sciences 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. MOE (Min. of Education, S’pore) Published version 2018-08-27T02:29:42Z 2019-12-06T16:59:45Z 2018-08-27T02:29:42Z 2019-12-06T16:59:45Z 2017 Journal Article Dorajoo, R., Ali, Y., Tay, V. S. Y., Kang, J., Samydurai, S., Liu, J., & Boehm, B. O. (2017). Single-cell transcriptomics of East-Asian pancreatic islets cells. Scientific Reports, 7, 5024-. doi:10.1038/s41598-017-05266-4 2045-2322 https://hdl.handle.net/10356/88280 http://hdl.handle.net/10220/45671 10.1038/s41598-017-05266-4 en Scientific Reports © 2017 The Author(s). 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/. 8 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Gene Expression
Islet Cell
DRNTU::Science::Biological sciences
spellingShingle Gene Expression
Islet Cell
DRNTU::Science::Biological sciences
Tay, Vanessa Shi Yun
Boehm, Bernhard Otto
Dorajoo, Rajkumar
Ali, Yusuf
Kang, Jonathan
Samydurai, Sudhagar
Liu, Jianjun
Single-cell transcriptomics of East-Asian pancreatic islets cells
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.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Tay, Vanessa Shi Yun
Boehm, Bernhard Otto
Dorajoo, Rajkumar
Ali, Yusuf
Kang, Jonathan
Samydurai, Sudhagar
Liu, Jianjun
format Article
author Tay, Vanessa Shi Yun
Boehm, Bernhard Otto
Dorajoo, Rajkumar
Ali, Yusuf
Kang, Jonathan
Samydurai, Sudhagar
Liu, Jianjun
author_sort Tay, Vanessa Shi Yun
title Single-cell transcriptomics of East-Asian pancreatic islets cells
title_short 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_sort single-cell transcriptomics of east-asian pancreatic islets cells
publishDate 2018
url https://hdl.handle.net/10356/88280
http://hdl.handle.net/10220/45671
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