Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Jackson, Thomas J, Spriggs, Ruth V, Burgoyne, Nicholas J, Jones, Carolyn, Willis, Anne E
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
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
_version_ 1782328768688291840
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
work_keys_str_mv AT jacksonthomasj evaluatingbiasreducingprotocolsforrnasequencinglibrarypreparation
AT spriggsruthv evaluatingbiasreducingprotocolsforrnasequencinglibrarypreparation
AT burgoynenicholasj evaluatingbiasreducingprotocolsforrnasequencinglibrarypreparation
AT jonescarolyn evaluatingbiasreducingprotocolsforrnasequencinglibrarypreparation
AT willisannee evaluatingbiasreducingprotocolsforrnasequencinglibrarypreparation