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Improved computational analysis of ribosome dynamics from 5′P degradome data using fivepseq
In eukaryotes, 5′–3′ co-translation degradation machinery follows the last translating ribosome providing an in vivo footprint of its position. Thus, 5′ monophosphorylated (5′P) degradome sequencing, in addition to informing about RNA decay, also provides information regarding ribosome dynamics. Mul...
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/PMC7685019/ https://www.ncbi.nlm.nih.gov/pubmed/33575643 http://dx.doi.org/10.1093/nargab/lqaa099 |
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author | Nersisyan, Lilit Ropat, Maria Pelechano, Vicent |
author_facet | Nersisyan, Lilit Ropat, Maria Pelechano, Vicent |
author_sort | Nersisyan, Lilit |
collection | PubMed |
description | In eukaryotes, 5′–3′ co-translation degradation machinery follows the last translating ribosome providing an in vivo footprint of its position. Thus, 5′ monophosphorylated (5′P) degradome sequencing, in addition to informing about RNA decay, also provides information regarding ribosome dynamics. Multiple experimental methods have been developed to investigate the mRNA degradome; however, computational tools for their reproducible analysis are lacking. Here, we present fivepseq: an easy-to-use application for analysis and interactive visualization of 5′P degradome data. This tool performs both metagene- and gene-specific analysis, and enables easy investigation of codon-specific ribosome pauses. To demonstrate its ability to provide new biological information, we investigate gene-specific ribosome pauses in Saccharomyces cerevisiae after eIF5A depletion. In addition to identifying pauses at expected codon motifs, we identify multiple genes with strain-specific degradation frameshifts. To show its wide applicability, we investigate 5′P degradome from Arabidopsis thaliana and discover both motif-specific ribosome protection associated with particular developmental stages and generally increased ribosome protection at termination level associated with age. Our work shows how the use of improved analysis tools for the study of 5′P degradome can significantly increase the biological information that can be derived from such datasets and facilitate its reproducible analysis. |
format | Online Article Text |
id | pubmed-7685019 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-76850192021-02-10 Improved computational analysis of ribosome dynamics from 5′P degradome data using fivepseq Nersisyan, Lilit Ropat, Maria Pelechano, Vicent NAR Genom Bioinform Methart In eukaryotes, 5′–3′ co-translation degradation machinery follows the last translating ribosome providing an in vivo footprint of its position. Thus, 5′ monophosphorylated (5′P) degradome sequencing, in addition to informing about RNA decay, also provides information regarding ribosome dynamics. Multiple experimental methods have been developed to investigate the mRNA degradome; however, computational tools for their reproducible analysis are lacking. Here, we present fivepseq: an easy-to-use application for analysis and interactive visualization of 5′P degradome data. This tool performs both metagene- and gene-specific analysis, and enables easy investigation of codon-specific ribosome pauses. To demonstrate its ability to provide new biological information, we investigate gene-specific ribosome pauses in Saccharomyces cerevisiae after eIF5A depletion. In addition to identifying pauses at expected codon motifs, we identify multiple genes with strain-specific degradation frameshifts. To show its wide applicability, we investigate 5′P degradome from Arabidopsis thaliana and discover both motif-specific ribosome protection associated with particular developmental stages and generally increased ribosome protection at termination level associated with age. Our work shows how the use of improved analysis tools for the study of 5′P degradome can significantly increase the biological information that can be derived from such datasets and facilitate its reproducible analysis. Oxford University Press 2020-11-24 /pmc/articles/PMC7685019/ /pubmed/33575643 http://dx.doi.org/10.1093/nargab/lqaa099 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of NAR Genomics and Bioinformatics. https://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/ (https://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 | Methart Nersisyan, Lilit Ropat, Maria Pelechano, Vicent Improved computational analysis of ribosome dynamics from 5′P degradome data using fivepseq |
title | Improved computational analysis of ribosome dynamics from 5′P degradome data using fivepseq |
title_full | Improved computational analysis of ribosome dynamics from 5′P degradome data using fivepseq |
title_fullStr | Improved computational analysis of ribosome dynamics from 5′P degradome data using fivepseq |
title_full_unstemmed | Improved computational analysis of ribosome dynamics from 5′P degradome data using fivepseq |
title_short | Improved computational analysis of ribosome dynamics from 5′P degradome data using fivepseq |
title_sort | improved computational analysis of ribosome dynamics from 5′p degradome data using fivepseq |
topic | Methart |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7685019/ https://www.ncbi.nlm.nih.gov/pubmed/33575643 http://dx.doi.org/10.1093/nargab/lqaa099 |
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