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Single-cell polyadenylation site mapping reveals 3′ isoform choice variability
Cell-to-cell variability in gene expression is important for many processes in biology, including embryonic development and stem cell homeostasis. While heterogeneity of gene expression levels has been extensively studied, less attention has been paid to mRNA polyadenylation isoform choice. 3′ untra...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BlackWell Publishing Ltd
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4501847/ https://www.ncbi.nlm.nih.gov/pubmed/26040288 http://dx.doi.org/10.15252/msb.20156198 |
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author | Velten, Lars Anders, Simon Pekowska, Aleksandra Järvelin, Aino I Huber, Wolfgang Pelechano, Vicent Steinmetz, Lars M |
author_facet | Velten, Lars Anders, Simon Pekowska, Aleksandra Järvelin, Aino I Huber, Wolfgang Pelechano, Vicent Steinmetz, Lars M |
author_sort | Velten, Lars |
collection | PubMed |
description | Cell-to-cell variability in gene expression is important for many processes in biology, including embryonic development and stem cell homeostasis. While heterogeneity of gene expression levels has been extensively studied, less attention has been paid to mRNA polyadenylation isoform choice. 3′ untranslated regions regulate mRNA fate, and their choice is tightly controlled during development, but how 3′ isoform usage varies within genetically and developmentally homogeneous cell populations has not been explored. Here, we perform genome-wide quantification of polyadenylation site usage in single mouse embryonic and neural stem cells using a novel single-cell transcriptomic method, BATSeq. By applying BATBayes, a statistical framework for analyzing single-cell isoform data, we find that while the developmental state of the cell globally determines isoform usage, single cells from the same state differ in the choice of isoforms. Notably this variation exceeds random selection with equal preference in all cells, a finding that was confirmed by RNA FISH data. Variability in 3′ isoform choice has potential implications on functional cell-to-cell heterogeneity as well as utility in resolving cell populations. |
format | Online Article Text |
id | pubmed-4501847 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BlackWell Publishing Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-45018472015-07-21 Single-cell polyadenylation site mapping reveals 3′ isoform choice variability Velten, Lars Anders, Simon Pekowska, Aleksandra Järvelin, Aino I Huber, Wolfgang Pelechano, Vicent Steinmetz, Lars M Mol Syst Biol Articles Cell-to-cell variability in gene expression is important for many processes in biology, including embryonic development and stem cell homeostasis. While heterogeneity of gene expression levels has been extensively studied, less attention has been paid to mRNA polyadenylation isoform choice. 3′ untranslated regions regulate mRNA fate, and their choice is tightly controlled during development, but how 3′ isoform usage varies within genetically and developmentally homogeneous cell populations has not been explored. Here, we perform genome-wide quantification of polyadenylation site usage in single mouse embryonic and neural stem cells using a novel single-cell transcriptomic method, BATSeq. By applying BATBayes, a statistical framework for analyzing single-cell isoform data, we find that while the developmental state of the cell globally determines isoform usage, single cells from the same state differ in the choice of isoforms. Notably this variation exceeds random selection with equal preference in all cells, a finding that was confirmed by RNA FISH data. Variability in 3′ isoform choice has potential implications on functional cell-to-cell heterogeneity as well as utility in resolving cell populations. BlackWell Publishing Ltd 2015-06-03 /pmc/articles/PMC4501847/ /pubmed/26040288 http://dx.doi.org/10.15252/msb.20156198 Text en © 2015 The Authors. Published under the terms of the CC BY 4.0 license http://creativecommons.org/licenses/by/4.0/ This is an open access article under the terms of the Creative Commons Attribution 4.0 License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Articles Velten, Lars Anders, Simon Pekowska, Aleksandra Järvelin, Aino I Huber, Wolfgang Pelechano, Vicent Steinmetz, Lars M Single-cell polyadenylation site mapping reveals 3′ isoform choice variability |
title | Single-cell polyadenylation site mapping reveals 3′ isoform choice variability |
title_full | Single-cell polyadenylation site mapping reveals 3′ isoform choice variability |
title_fullStr | Single-cell polyadenylation site mapping reveals 3′ isoform choice variability |
title_full_unstemmed | Single-cell polyadenylation site mapping reveals 3′ isoform choice variability |
title_short | Single-cell polyadenylation site mapping reveals 3′ isoform choice variability |
title_sort | single-cell polyadenylation site mapping reveals 3′ isoform choice variability |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4501847/ https://www.ncbi.nlm.nih.gov/pubmed/26040288 http://dx.doi.org/10.15252/msb.20156198 |
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