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Gene expression dynamics are a proxy for selective pressures on alternatively polyadenylated isoforms
Alternative polyadenylation (APA) produces isoforms with distinct 3′-ends, yet their functional differences remain largely unknown. Here, we introduce the APA-seq method to detect the expression levels of APA isoforms from 3′-end RNA-Seq data by exploiting both paired-end reads for gene isoform iden...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7293032/ https://www.ncbi.nlm.nih.gov/pubmed/32421815 http://dx.doi.org/10.1093/nar/gkaa359 |
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author | Levin, Michal Zalts, Harel Mostov, Natalia Hashimshony, Tamar Yanai, Itai |
author_facet | Levin, Michal Zalts, Harel Mostov, Natalia Hashimshony, Tamar Yanai, Itai |
author_sort | Levin, Michal |
collection | PubMed |
description | Alternative polyadenylation (APA) produces isoforms with distinct 3′-ends, yet their functional differences remain largely unknown. Here, we introduce the APA-seq method to detect the expression levels of APA isoforms from 3′-end RNA-Seq data by exploiting both paired-end reads for gene isoform identification and quantification. We detected the expression levels of APA isoforms in individual Caenorhabditis elegans embryos at different stages throughout embryogenesis. Examining the correlation between the temporal profiles of isoforms led us to distinguish two classes of genes: those with highly correlated isoforms (HCI) and those with lowly correlated isoforms (LCI) across time. We hypothesized that variants with similar expression profiles may be the product of biological noise, while the LCI variants may be under tighter selection and consequently their distinct 3′ UTR isoforms are more likely to have functional consequences. Supporting this notion, we found that LCI genes have significantly more miRNA binding sites, more correlated expression profiles with those of their targeting miRNAs and a relative lack of correspondence between their transcription and protein abundances. Collectively, our results suggest that a lack of coherence among the regulation of 3′ UTR isoforms is a proxy for selective pressures acting upon APA usage and consequently for their functional relevance. |
format | Online Article Text |
id | pubmed-7293032 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-72930322020-06-17 Gene expression dynamics are a proxy for selective pressures on alternatively polyadenylated isoforms Levin, Michal Zalts, Harel Mostov, Natalia Hashimshony, Tamar Yanai, Itai Nucleic Acids Res Gene regulation, Chromatin and Epigenetics Alternative polyadenylation (APA) produces isoforms with distinct 3′-ends, yet their functional differences remain largely unknown. Here, we introduce the APA-seq method to detect the expression levels of APA isoforms from 3′-end RNA-Seq data by exploiting both paired-end reads for gene isoform identification and quantification. We detected the expression levels of APA isoforms in individual Caenorhabditis elegans embryos at different stages throughout embryogenesis. Examining the correlation between the temporal profiles of isoforms led us to distinguish two classes of genes: those with highly correlated isoforms (HCI) and those with lowly correlated isoforms (LCI) across time. We hypothesized that variants with similar expression profiles may be the product of biological noise, while the LCI variants may be under tighter selection and consequently their distinct 3′ UTR isoforms are more likely to have functional consequences. Supporting this notion, we found that LCI genes have significantly more miRNA binding sites, more correlated expression profiles with those of their targeting miRNAs and a relative lack of correspondence between their transcription and protein abundances. Collectively, our results suggest that a lack of coherence among the regulation of 3′ UTR isoforms is a proxy for selective pressures acting upon APA usage and consequently for their functional relevance. Oxford University Press 2020-06-19 2020-05-18 /pmc/articles/PMC7293032/ /pubmed/32421815 http://dx.doi.org/10.1093/nar/gkaa359 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Gene regulation, Chromatin and Epigenetics Levin, Michal Zalts, Harel Mostov, Natalia Hashimshony, Tamar Yanai, Itai Gene expression dynamics are a proxy for selective pressures on alternatively polyadenylated isoforms |
title | Gene expression dynamics are a proxy for selective pressures on alternatively polyadenylated isoforms |
title_full | Gene expression dynamics are a proxy for selective pressures on alternatively polyadenylated isoforms |
title_fullStr | Gene expression dynamics are a proxy for selective pressures on alternatively polyadenylated isoforms |
title_full_unstemmed | Gene expression dynamics are a proxy for selective pressures on alternatively polyadenylated isoforms |
title_short | Gene expression dynamics are a proxy for selective pressures on alternatively polyadenylated isoforms |
title_sort | gene expression dynamics are a proxy for selective pressures on alternatively polyadenylated isoforms |
topic | Gene regulation, Chromatin and Epigenetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7293032/ https://www.ncbi.nlm.nih.gov/pubmed/32421815 http://dx.doi.org/10.1093/nar/gkaa359 |
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