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DRUID: a pipeline for transcriptome-wide measurements of mRNA stability
Control of messenger RNA (mRNA) stability is an important aspect of gene regulation. The gold standard for measuring mRNA stability transcriptome-wide uses metabolic labeling, biochemical isolation of labeled RNA populations, and high-throughput sequencing. However, difficult normalization procedure...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5900561/ https://www.ncbi.nlm.nih.gov/pubmed/29438994 http://dx.doi.org/10.1261/rna.062877.117 |
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author | Lugowski, Andrew Nicholson, Beth Rissland, Olivia S. |
author_facet | Lugowski, Andrew Nicholson, Beth Rissland, Olivia S. |
author_sort | Lugowski, Andrew |
collection | PubMed |
description | Control of messenger RNA (mRNA) stability is an important aspect of gene regulation. The gold standard for measuring mRNA stability transcriptome-wide uses metabolic labeling, biochemical isolation of labeled RNA populations, and high-throughput sequencing. However, difficult normalization procedures have inhibited widespread adoption of this approach. Here, we present DRUID (for determination of rates using intron dynamics), a new computational pipeline that is robust, easy to use, and freely available. Our pipeline uses endogenous introns to normalize time course data and yields reproducible half-lives, even with data sets that were otherwise unusable. DRUID can handle data sets from a variety of organisms, spanning yeast to humans, and we even applied it retroactively on published data sets. We anticipate that DRUID will allow broad application of metabolic labeling for studies of transcript stability. |
format | Online Article Text |
id | pubmed-5900561 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Cold Spring Harbor Laboratory Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-59005612018-05-05 DRUID: a pipeline for transcriptome-wide measurements of mRNA stability Lugowski, Andrew Nicholson, Beth Rissland, Olivia S. RNA Bioinformatics Control of messenger RNA (mRNA) stability is an important aspect of gene regulation. The gold standard for measuring mRNA stability transcriptome-wide uses metabolic labeling, biochemical isolation of labeled RNA populations, and high-throughput sequencing. However, difficult normalization procedures have inhibited widespread adoption of this approach. Here, we present DRUID (for determination of rates using intron dynamics), a new computational pipeline that is robust, easy to use, and freely available. Our pipeline uses endogenous introns to normalize time course data and yields reproducible half-lives, even with data sets that were otherwise unusable. DRUID can handle data sets from a variety of organisms, spanning yeast to humans, and we even applied it retroactively on published data sets. We anticipate that DRUID will allow broad application of metabolic labeling for studies of transcript stability. Cold Spring Harbor Laboratory Press 2018-05 /pmc/articles/PMC5900561/ /pubmed/29438994 http://dx.doi.org/10.1261/rna.062877.117 Text en © 2018 Lugowski et al.; Published by Cold Spring Harbor Laboratory Press for the RNA Society http://creativecommons.org/licenses/by/4.0/ This article, published in RNA, is available under a Creative Commons License (Attribution 4.0 International), as described at http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Bioinformatics Lugowski, Andrew Nicholson, Beth Rissland, Olivia S. DRUID: a pipeline for transcriptome-wide measurements of mRNA stability |
title | DRUID: a pipeline for transcriptome-wide measurements of mRNA stability |
title_full | DRUID: a pipeline for transcriptome-wide measurements of mRNA stability |
title_fullStr | DRUID: a pipeline for transcriptome-wide measurements of mRNA stability |
title_full_unstemmed | DRUID: a pipeline for transcriptome-wide measurements of mRNA stability |
title_short | DRUID: a pipeline for transcriptome-wide measurements of mRNA stability |
title_sort | druid: a pipeline for transcriptome-wide measurements of mrna stability |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5900561/ https://www.ncbi.nlm.nih.gov/pubmed/29438994 http://dx.doi.org/10.1261/rna.062877.117 |
work_keys_str_mv | AT lugowskiandrew druidapipelinefortranscriptomewidemeasurementsofmrnastability AT nicholsonbeth druidapipelinefortranscriptomewidemeasurementsofmrnastability AT risslandolivias druidapipelinefortranscriptomewidemeasurementsofmrnastability |