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Using single-nucleus RNA-sequencing to interrogate transcriptomic profiles of archived human pancreatic islets
BACKGROUND: Human pancreatic islets are a central focus of research in metabolic studies. Transcriptomics is frequently used to interrogate alterations in cultured human islet cells using single-cell RNA-sequencing (scRNA-seq). We introduce single-nucleus RNA-sequencing (snRNA-seq) as an alternative...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8356387/ https://www.ncbi.nlm.nih.gov/pubmed/34376240 http://dx.doi.org/10.1186/s13073-021-00941-8 |
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author | Basile, Giorgio Kahraman, Sevim Dirice, Ercument Pan, Hui Dreyfuss, Jonathan M. Kulkarni, Rohit N. |
author_facet | Basile, Giorgio Kahraman, Sevim Dirice, Ercument Pan, Hui Dreyfuss, Jonathan M. Kulkarni, Rohit N. |
author_sort | Basile, Giorgio |
collection | PubMed |
description | BACKGROUND: Human pancreatic islets are a central focus of research in metabolic studies. Transcriptomics is frequently used to interrogate alterations in cultured human islet cells using single-cell RNA-sequencing (scRNA-seq). We introduce single-nucleus RNA-sequencing (snRNA-seq) as an alternative approach for investigating transplanted human islets. METHODS: The Nuclei EZ protocol was used to obtain nuclear preparations from fresh and frozen human islet cells. Such preparations were first used to generate snRNA-seq datasets and compared to scRNA-seq output obtained from cells from the same donor. Finally, we employed snRNA-seq to obtain the transcriptomic profile of archived human islets engrafted in immunodeficient animals. RESULTS: We observed virtually complete concordance in identifying cell types and gene proportions as well as a strong association of global and islet cell type gene signatures between scRNA-seq and snRNA-seq applied to fresh and frozen cultured or transplanted human islet samples. CONCLUSIONS: We propose snRNA-seq as a reliable strategy to probe transcriptomic profiles of freshly harvested or frozen sources of transplanted human islet cells especially when scRNA-seq is not ideal. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00941-8. |
format | Online Article Text |
id | pubmed-8356387 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83563872021-08-11 Using single-nucleus RNA-sequencing to interrogate transcriptomic profiles of archived human pancreatic islets Basile, Giorgio Kahraman, Sevim Dirice, Ercument Pan, Hui Dreyfuss, Jonathan M. Kulkarni, Rohit N. Genome Med Method BACKGROUND: Human pancreatic islets are a central focus of research in metabolic studies. Transcriptomics is frequently used to interrogate alterations in cultured human islet cells using single-cell RNA-sequencing (scRNA-seq). We introduce single-nucleus RNA-sequencing (snRNA-seq) as an alternative approach for investigating transplanted human islets. METHODS: The Nuclei EZ protocol was used to obtain nuclear preparations from fresh and frozen human islet cells. Such preparations were first used to generate snRNA-seq datasets and compared to scRNA-seq output obtained from cells from the same donor. Finally, we employed snRNA-seq to obtain the transcriptomic profile of archived human islets engrafted in immunodeficient animals. RESULTS: We observed virtually complete concordance in identifying cell types and gene proportions as well as a strong association of global and islet cell type gene signatures between scRNA-seq and snRNA-seq applied to fresh and frozen cultured or transplanted human islet samples. CONCLUSIONS: We propose snRNA-seq as a reliable strategy to probe transcriptomic profiles of freshly harvested or frozen sources of transplanted human islet cells especially when scRNA-seq is not ideal. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00941-8. BioMed Central 2021-08-10 /pmc/articles/PMC8356387/ /pubmed/34376240 http://dx.doi.org/10.1186/s13073-021-00941-8 Text en © The Author(s) 2021 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 | Method Basile, Giorgio Kahraman, Sevim Dirice, Ercument Pan, Hui Dreyfuss, Jonathan M. Kulkarni, Rohit N. Using single-nucleus RNA-sequencing to interrogate transcriptomic profiles of archived human pancreatic islets |
title | Using single-nucleus RNA-sequencing to interrogate transcriptomic profiles of archived human pancreatic islets |
title_full | Using single-nucleus RNA-sequencing to interrogate transcriptomic profiles of archived human pancreatic islets |
title_fullStr | Using single-nucleus RNA-sequencing to interrogate transcriptomic profiles of archived human pancreatic islets |
title_full_unstemmed | Using single-nucleus RNA-sequencing to interrogate transcriptomic profiles of archived human pancreatic islets |
title_short | Using single-nucleus RNA-sequencing to interrogate transcriptomic profiles of archived human pancreatic islets |
title_sort | using single-nucleus rna-sequencing to interrogate transcriptomic profiles of archived human pancreatic islets |
topic | Method |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8356387/ https://www.ncbi.nlm.nih.gov/pubmed/34376240 http://dx.doi.org/10.1186/s13073-021-00941-8 |
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