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Dual randomization of oligonucleotides to reduce the bias in ribosome-profiling libraries

Protein translation is at the heart of cellular metabolism and its in-depth characterization is key for many lines of research. Recently, ribosome profiling became the state-of-the-art method to quantitatively characterize translation dynamics at a transcriptome-wide level. However, the strategy of...

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Autores principales: Lecanda, Aarón, Nilges, Benedikt S., Sharma, Puneet, Nedialkova, Danny D., Schwarz, Juliane, Vaquerizas, Juan M., Leidel, Sebastian A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5024760/
https://www.ncbi.nlm.nih.gov/pubmed/27450428
http://dx.doi.org/10.1016/j.ymeth.2016.07.011
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author Lecanda, Aarón
Nilges, Benedikt S.
Sharma, Puneet
Nedialkova, Danny D.
Schwarz, Juliane
Vaquerizas, Juan M.
Leidel, Sebastian A.
author_facet Lecanda, Aarón
Nilges, Benedikt S.
Sharma, Puneet
Nedialkova, Danny D.
Schwarz, Juliane
Vaquerizas, Juan M.
Leidel, Sebastian A.
author_sort Lecanda, Aarón
collection PubMed
description Protein translation is at the heart of cellular metabolism and its in-depth characterization is key for many lines of research. Recently, ribosome profiling became the state-of-the-art method to quantitatively characterize translation dynamics at a transcriptome-wide level. However, the strategy of library generation affects its outcomes. Here, we present a modified ribosome-profiling protocol starting from yeast, human cells and vertebrate brain tissue. We use a DNA linker carrying four randomized positions at its 5′ end and a reverse-transcription (RT) primer with three randomized positions to reduce artifacts during library preparation. The use of seven randomized nucleotides allows to efficiently detect library-generation artifacts. We find that the effect of polymerase chain reaction (PCR) artifacts is relatively small for global analyses when sufficient input material is used. However, when input material is limiting, our strategy improves the sensitivity of gene-specific analyses. Furthermore, randomized nucleotides alleviate the skewed frequency of specific sequences at the 3′ end of ribosome-protected fragments (RPFs) likely resulting from ligase specificity. Finally, strategies that rely on dual ligation show a high degree of gene-coverage variation. Taken together, our approach helps to remedy two of the main problems associated with ribosome-profiling data. This will facilitate the analysis of translational dynamics and increase our understanding of the influence of RNA modifications on translation.
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spelling pubmed-50247602016-09-23 Dual randomization of oligonucleotides to reduce the bias in ribosome-profiling libraries Lecanda, Aarón Nilges, Benedikt S. Sharma, Puneet Nedialkova, Danny D. Schwarz, Juliane Vaquerizas, Juan M. Leidel, Sebastian A. Methods Article Protein translation is at the heart of cellular metabolism and its in-depth characterization is key for many lines of research. Recently, ribosome profiling became the state-of-the-art method to quantitatively characterize translation dynamics at a transcriptome-wide level. However, the strategy of library generation affects its outcomes. Here, we present a modified ribosome-profiling protocol starting from yeast, human cells and vertebrate brain tissue. We use a DNA linker carrying four randomized positions at its 5′ end and a reverse-transcription (RT) primer with three randomized positions to reduce artifacts during library preparation. The use of seven randomized nucleotides allows to efficiently detect library-generation artifacts. We find that the effect of polymerase chain reaction (PCR) artifacts is relatively small for global analyses when sufficient input material is used. However, when input material is limiting, our strategy improves the sensitivity of gene-specific analyses. Furthermore, randomized nucleotides alleviate the skewed frequency of specific sequences at the 3′ end of ribosome-protected fragments (RPFs) likely resulting from ligase specificity. Finally, strategies that rely on dual ligation show a high degree of gene-coverage variation. Taken together, our approach helps to remedy two of the main problems associated with ribosome-profiling data. This will facilitate the analysis of translational dynamics and increase our understanding of the influence of RNA modifications on translation. Academic Press 2016-09-01 /pmc/articles/PMC5024760/ /pubmed/27450428 http://dx.doi.org/10.1016/j.ymeth.2016.07.011 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Lecanda, Aarón
Nilges, Benedikt S.
Sharma, Puneet
Nedialkova, Danny D.
Schwarz, Juliane
Vaquerizas, Juan M.
Leidel, Sebastian A.
Dual randomization of oligonucleotides to reduce the bias in ribosome-profiling libraries
title Dual randomization of oligonucleotides to reduce the bias in ribosome-profiling libraries
title_full Dual randomization of oligonucleotides to reduce the bias in ribosome-profiling libraries
title_fullStr Dual randomization of oligonucleotides to reduce the bias in ribosome-profiling libraries
title_full_unstemmed Dual randomization of oligonucleotides to reduce the bias in ribosome-profiling libraries
title_short Dual randomization of oligonucleotides to reduce the bias in ribosome-profiling libraries
title_sort dual randomization of oligonucleotides to reduce the bias in ribosome-profiling libraries
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5024760/
https://www.ncbi.nlm.nih.gov/pubmed/27450428
http://dx.doi.org/10.1016/j.ymeth.2016.07.011
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