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Nanopore long-read RNAseq reveals widespread transcriptional variation among the surface receptors of individual B cells
Understanding gene regulation and function requires a genome-wide method capable of capturing both gene expression levels and isoform diversity at the single-cell level. Short-read RNAseq is limited in its ability to resolve complex isoforms because it fails to sequence full-length cDNA copies of RN...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5524981/ https://www.ncbi.nlm.nih.gov/pubmed/28722025 http://dx.doi.org/10.1038/ncomms16027 |
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author | Byrne, Ashley Beaudin, Anna E. Olsen, Hugh E. Jain, Miten Cole, Charles Palmer, Theron DuBois, Rebecca M. Forsberg, E. Camilla Akeson, Mark Vollmers, Christopher |
author_facet | Byrne, Ashley Beaudin, Anna E. Olsen, Hugh E. Jain, Miten Cole, Charles Palmer, Theron DuBois, Rebecca M. Forsberg, E. Camilla Akeson, Mark Vollmers, Christopher |
author_sort | Byrne, Ashley |
collection | PubMed |
description | Understanding gene regulation and function requires a genome-wide method capable of capturing both gene expression levels and isoform diversity at the single-cell level. Short-read RNAseq is limited in its ability to resolve complex isoforms because it fails to sequence full-length cDNA copies of RNA molecules. Here, we investigate whether RNAseq using the long-read single-molecule Oxford Nanopore MinION sequencer is able to identify and quantify complex isoforms without sacrificing accurate gene expression quantification. After benchmarking our approach, we analyse individual murine B1a cells using a custom multiplexing strategy. We identify thousands of unannotated transcription start and end sites, as well as hundreds of alternative splicing events in these B1a cells. We also identify hundreds of genes expressed across B1a cells that display multiple complex isoforms, including several B cell-specific surface receptors. Our results show that we can identify and quantify complex isoforms at the single cell level. |
format | Online Article Text |
id | pubmed-5524981 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-55249812017-07-28 Nanopore long-read RNAseq reveals widespread transcriptional variation among the surface receptors of individual B cells Byrne, Ashley Beaudin, Anna E. Olsen, Hugh E. Jain, Miten Cole, Charles Palmer, Theron DuBois, Rebecca M. Forsberg, E. Camilla Akeson, Mark Vollmers, Christopher Nat Commun Article Understanding gene regulation and function requires a genome-wide method capable of capturing both gene expression levels and isoform diversity at the single-cell level. Short-read RNAseq is limited in its ability to resolve complex isoforms because it fails to sequence full-length cDNA copies of RNA molecules. Here, we investigate whether RNAseq using the long-read single-molecule Oxford Nanopore MinION sequencer is able to identify and quantify complex isoforms without sacrificing accurate gene expression quantification. After benchmarking our approach, we analyse individual murine B1a cells using a custom multiplexing strategy. We identify thousands of unannotated transcription start and end sites, as well as hundreds of alternative splicing events in these B1a cells. We also identify hundreds of genes expressed across B1a cells that display multiple complex isoforms, including several B cell-specific surface receptors. Our results show that we can identify and quantify complex isoforms at the single cell level. Nature Publishing Group 2017-07-19 /pmc/articles/PMC5524981/ /pubmed/28722025 http://dx.doi.org/10.1038/ncomms16027 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ 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 Byrne, Ashley Beaudin, Anna E. Olsen, Hugh E. Jain, Miten Cole, Charles Palmer, Theron DuBois, Rebecca M. Forsberg, E. Camilla Akeson, Mark Vollmers, Christopher Nanopore long-read RNAseq reveals widespread transcriptional variation among the surface receptors of individual B cells |
title | Nanopore long-read RNAseq reveals widespread transcriptional variation among the surface receptors of individual B cells |
title_full | Nanopore long-read RNAseq reveals widespread transcriptional variation among the surface receptors of individual B cells |
title_fullStr | Nanopore long-read RNAseq reveals widespread transcriptional variation among the surface receptors of individual B cells |
title_full_unstemmed | Nanopore long-read RNAseq reveals widespread transcriptional variation among the surface receptors of individual B cells |
title_short | Nanopore long-read RNAseq reveals widespread transcriptional variation among the surface receptors of individual B cells |
title_sort | nanopore long-read rnaseq reveals widespread transcriptional variation among the surface receptors of individual b cells |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5524981/ https://www.ncbi.nlm.nih.gov/pubmed/28722025 http://dx.doi.org/10.1038/ncomms16027 |
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