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Evaluating bias-reducing protocols for RNA sequencing library preparation
BACKGROUND: Next-generation sequencing does not yield fully unbiased estimates for read abundance, which may impact on the conclusions that can be drawn from sequencing data. The ligation step in RNA sequencing library generation is a known source of bias, motivating developments in enzyme technolog...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4117970/ https://www.ncbi.nlm.nih.gov/pubmed/25001197 http://dx.doi.org/10.1186/1471-2164-15-569 |
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author | Jackson, Thomas J Spriggs, Ruth V Burgoyne, Nicholas J Jones, Carolyn Willis, Anne E |
author_facet | Jackson, Thomas J Spriggs, Ruth V Burgoyne, Nicholas J Jones, Carolyn Willis, Anne E |
author_sort | Jackson, Thomas J |
collection | PubMed |
description | BACKGROUND: Next-generation sequencing does not yield fully unbiased estimates for read abundance, which may impact on the conclusions that can be drawn from sequencing data. The ligation step in RNA sequencing library generation is a known source of bias, motivating developments in enzyme technology and library construction protocols. We present the first comparison of the standard duplex adaptor protocol supplied by Life Technologies for use on the Ion Torrent PGM with an alternate single adaptor approach involving CircLigase (CircLig protocol). A correlation between over-representation in sequenced libraries and degree of secondary structure has been reported previously, therefore we also investigated whether bias could be reduced by ligation with an enzyme that functions at a temperature not permissive for such structure. RESULTS: A pool of small RNA fragments of known composition was converted into a sequencing library using one of three protocols and sequenced on an Ion Torrent PGM. The CircLig protocol resulted in less over-representation of specific sequences than the standard protocol. Over-represented sequences are more likely to be predicted to have secondary structure and to co-fold with adaptor sequences. However, use of the thermostable ligase Methanobacterium thermoautotrophicum RNA ligase K97A (Mth K97A) was not sufficient to reduce bias. CONCLUSIONS: The single adaptor CircLigase-based approach significantly reduces, but does not eliminate, bias in Ion Torrent data. Ligases that function at temperatures to remove the possible influence of secondary structure on library generation may be of value, although Mth K97A is not effective in this case. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-569) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4117970 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-41179702014-08-05 Evaluating bias-reducing protocols for RNA sequencing library preparation Jackson, Thomas J Spriggs, Ruth V Burgoyne, Nicholas J Jones, Carolyn Willis, Anne E BMC Genomics Methodology Article BACKGROUND: Next-generation sequencing does not yield fully unbiased estimates for read abundance, which may impact on the conclusions that can be drawn from sequencing data. The ligation step in RNA sequencing library generation is a known source of bias, motivating developments in enzyme technology and library construction protocols. We present the first comparison of the standard duplex adaptor protocol supplied by Life Technologies for use on the Ion Torrent PGM with an alternate single adaptor approach involving CircLigase (CircLig protocol). A correlation between over-representation in sequenced libraries and degree of secondary structure has been reported previously, therefore we also investigated whether bias could be reduced by ligation with an enzyme that functions at a temperature not permissive for such structure. RESULTS: A pool of small RNA fragments of known composition was converted into a sequencing library using one of three protocols and sequenced on an Ion Torrent PGM. The CircLig protocol resulted in less over-representation of specific sequences than the standard protocol. Over-represented sequences are more likely to be predicted to have secondary structure and to co-fold with adaptor sequences. However, use of the thermostable ligase Methanobacterium thermoautotrophicum RNA ligase K97A (Mth K97A) was not sufficient to reduce bias. CONCLUSIONS: The single adaptor CircLigase-based approach significantly reduces, but does not eliminate, bias in Ion Torrent data. Ligases that function at temperatures to remove the possible influence of secondary structure on library generation may be of value, although Mth K97A is not effective in this case. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-569) contains supplementary material, which is available to authorized users. BioMed Central 2014-07-07 /pmc/articles/PMC4117970/ /pubmed/25001197 http://dx.doi.org/10.1186/1471-2164-15-569 Text en © Jackson et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. 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 work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Methodology Article Jackson, Thomas J Spriggs, Ruth V Burgoyne, Nicholas J Jones, Carolyn Willis, Anne E Evaluating bias-reducing protocols for RNA sequencing library preparation |
title | Evaluating bias-reducing protocols for RNA sequencing library preparation |
title_full | Evaluating bias-reducing protocols for RNA sequencing library preparation |
title_fullStr | Evaluating bias-reducing protocols for RNA sequencing library preparation |
title_full_unstemmed | Evaluating bias-reducing protocols for RNA sequencing library preparation |
title_short | Evaluating bias-reducing protocols for RNA sequencing library preparation |
title_sort | evaluating bias-reducing protocols for rna sequencing library preparation |
topic | Methodology Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4117970/ https://www.ncbi.nlm.nih.gov/pubmed/25001197 http://dx.doi.org/10.1186/1471-2164-15-569 |
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