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Transcriptional bursts explain autosomal random monoallelic expression and affect allelic imbalance
Transcriptional bursts render substantial biological noise in cellular transcriptomes. Here, we investigated the theoretical extent of allelic expression resulting from transcriptional bursting and how it compared to the amount biallelic, monoallelic and allele-biased expression observed in single-c...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7978379/ https://www.ncbi.nlm.nih.gov/pubmed/33690599 http://dx.doi.org/10.1371/journal.pcbi.1008772 |
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author | Larsson, Anton J. M. Ziegenhain, Christoph Hagemann-Jensen, Michael Reinius, Björn Jacob, Tina Dalessandri, Tim Hendriks, Gert-Jan Kasper, Maria Sandberg, Rickard |
author_facet | Larsson, Anton J. M. Ziegenhain, Christoph Hagemann-Jensen, Michael Reinius, Björn Jacob, Tina Dalessandri, Tim Hendriks, Gert-Jan Kasper, Maria Sandberg, Rickard |
author_sort | Larsson, Anton J. M. |
collection | PubMed |
description | Transcriptional bursts render substantial biological noise in cellular transcriptomes. Here, we investigated the theoretical extent of allelic expression resulting from transcriptional bursting and how it compared to the amount biallelic, monoallelic and allele-biased expression observed in single-cell RNA-sequencing (scRNA-seq) data. We found that transcriptional bursting can explain the allelic expression patterns observed in single cells, including the frequent observations of autosomal monoallelic gene expression. Importantly, we identified that the burst frequency largely determined the fraction of cells with monoallelic expression, whereas the burst size had little effect on monoallelic observations. The high consistency between the bursting model predictions and scRNA-seq observations made it possible to assess the heterogeneity of a group of cells as their deviation in allelic observations from the expected. Finally, both burst frequency and size contributed to allelic imbalance observations and reinforced that studies of allelic imbalance can be confounded from the inherent noise in transcriptional bursting. Altogether, we demonstrate that allele-level transcriptional bursting renders widespread, although predictable, amounts of monoallelic and biallelic expression in single cells and cell populations. |
format | Online Article Text |
id | pubmed-7978379 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-79783792021-03-30 Transcriptional bursts explain autosomal random monoallelic expression and affect allelic imbalance Larsson, Anton J. M. Ziegenhain, Christoph Hagemann-Jensen, Michael Reinius, Björn Jacob, Tina Dalessandri, Tim Hendriks, Gert-Jan Kasper, Maria Sandberg, Rickard PLoS Comput Biol Research Article Transcriptional bursts render substantial biological noise in cellular transcriptomes. Here, we investigated the theoretical extent of allelic expression resulting from transcriptional bursting and how it compared to the amount biallelic, monoallelic and allele-biased expression observed in single-cell RNA-sequencing (scRNA-seq) data. We found that transcriptional bursting can explain the allelic expression patterns observed in single cells, including the frequent observations of autosomal monoallelic gene expression. Importantly, we identified that the burst frequency largely determined the fraction of cells with monoallelic expression, whereas the burst size had little effect on monoallelic observations. The high consistency between the bursting model predictions and scRNA-seq observations made it possible to assess the heterogeneity of a group of cells as their deviation in allelic observations from the expected. Finally, both burst frequency and size contributed to allelic imbalance observations and reinforced that studies of allelic imbalance can be confounded from the inherent noise in transcriptional bursting. Altogether, we demonstrate that allele-level transcriptional bursting renders widespread, although predictable, amounts of monoallelic and biallelic expression in single cells and cell populations. Public Library of Science 2021-03-09 /pmc/articles/PMC7978379/ /pubmed/33690599 http://dx.doi.org/10.1371/journal.pcbi.1008772 Text en © 2021 Larsson et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Larsson, Anton J. M. Ziegenhain, Christoph Hagemann-Jensen, Michael Reinius, Björn Jacob, Tina Dalessandri, Tim Hendriks, Gert-Jan Kasper, Maria Sandberg, Rickard Transcriptional bursts explain autosomal random monoallelic expression and affect allelic imbalance |
title | Transcriptional bursts explain autosomal random monoallelic expression and affect allelic imbalance |
title_full | Transcriptional bursts explain autosomal random monoallelic expression and affect allelic imbalance |
title_fullStr | Transcriptional bursts explain autosomal random monoallelic expression and affect allelic imbalance |
title_full_unstemmed | Transcriptional bursts explain autosomal random monoallelic expression and affect allelic imbalance |
title_short | Transcriptional bursts explain autosomal random monoallelic expression and affect allelic imbalance |
title_sort | transcriptional bursts explain autosomal random monoallelic expression and affect allelic imbalance |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7978379/ https://www.ncbi.nlm.nih.gov/pubmed/33690599 http://dx.doi.org/10.1371/journal.pcbi.1008772 |
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