A comparison of RNA extraction and sequencing protocols for detection of small RNAs in plasma
Abstract Background Circulating microRNAs (miRNAs) are attractive non-invasive biomarkers for a variety of conditions due to their stability and altered pathophysiological expression levels. Reliable detection of global expression profiles is required to maximise miRNA biomarker discovery. Although...
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doaj-a3214415a0b642289742e9be92b78d772020-11-25T03:12:04ZengBMCBMC Genomics1471-21642019-06-0120111210.1186/s12864-019-5826-7A comparison of RNA extraction and sequencing protocols for detection of small RNAs in plasmaRyan K.Y. Wong0Meabh MacMahon1Jayne V. Woodside2David A. Simpson3Centre for Experimental Medicine, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University BelfastCentre for Experimental Medicine, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University BelfastNutrition Group, Institute for Global Food Security (Centre for Public Health), School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Institute of Clinical Science A (First Floor)Centre for Experimental Medicine, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University BelfastAbstract Background Circulating microRNAs (miRNAs) are attractive non-invasive biomarkers for a variety of conditions due to their stability and altered pathophysiological expression levels. Reliable detection of global expression profiles is required to maximise miRNA biomarker discovery. Although developments in small RNA-Seq technology have improved detection of plasma-based miRNAs, the low RNA content and sequencing bias introduced during library preparation remain challenging. In this study we compare commercially available RNA extraction methods using MagnaZol (Bioo Scientific) or miRNeasy (QIAGEN) and three library preparation methods - CleanTag (TriLink), NEXTflex (Bioo Scientific) and QIAseq (QIAGEN) - which aim to address one or both of these issues. Results Different RNA extractions and library preparation protocols result in differential detection of miRNAs. A greater proportion of reads mapped to miRNAs in libraries prepared with MagnaZol RNA than with miRNeasy RNA. Libraries prepared using QIAseq demonstrated the greatest miRNA diversity with many more very low abundance miRNAs detected (~ 2–3 fold more with < 10 reads), whilst CleanTag detected the fewest individual miRNAs and considerably over-represented miR-486-5p. Libraries prepared with QIAseq had the strongest correlation with RT-qPCR quantification. Analysis of unique molecular indices (UMIs) incorporated in the QIAseq protocol indicate that little PCR bias is introduced during small RNA library preparation. Conclusions Small RNAs were consistently detected using all RNA extraction and library preparation protocols tested, but with some miRNAs at significantly different levels. Choice of the most suitable protocol should be informed by the relative importance of minimising the total sequencing required, detection of rare miRNAs or absolute quantification.http://link.springer.com/article/10.1186/s12864-019-5826-7microRNAmiRNASmall RNA-SeqCirculating biomarkerNext generation sequencingNGS |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ryan K.Y. Wong Meabh MacMahon Jayne V. Woodside David A. Simpson |
spellingShingle |
Ryan K.Y. Wong Meabh MacMahon Jayne V. Woodside David A. Simpson A comparison of RNA extraction and sequencing protocols for detection of small RNAs in plasma BMC Genomics microRNA miRNA Small RNA-Seq Circulating biomarker Next generation sequencing NGS |
author_facet |
Ryan K.Y. Wong Meabh MacMahon Jayne V. Woodside David A. Simpson |
author_sort |
Ryan K.Y. Wong |
title |
A comparison of RNA extraction and sequencing protocols for detection of small RNAs in plasma |
title_short |
A comparison of RNA extraction and sequencing protocols for detection of small RNAs in plasma |
title_full |
A comparison of RNA extraction and sequencing protocols for detection of small RNAs in plasma |
title_fullStr |
A comparison of RNA extraction and sequencing protocols for detection of small RNAs in plasma |
title_full_unstemmed |
A comparison of RNA extraction and sequencing protocols for detection of small RNAs in plasma |
title_sort |
comparison of rna extraction and sequencing protocols for detection of small rnas in plasma |
publisher |
BMC |
series |
BMC Genomics |
issn |
1471-2164 |
publishDate |
2019-06-01 |
description |
Abstract Background Circulating microRNAs (miRNAs) are attractive non-invasive biomarkers for a variety of conditions due to their stability and altered pathophysiological expression levels. Reliable detection of global expression profiles is required to maximise miRNA biomarker discovery. Although developments in small RNA-Seq technology have improved detection of plasma-based miRNAs, the low RNA content and sequencing bias introduced during library preparation remain challenging. In this study we compare commercially available RNA extraction methods using MagnaZol (Bioo Scientific) or miRNeasy (QIAGEN) and three library preparation methods - CleanTag (TriLink), NEXTflex (Bioo Scientific) and QIAseq (QIAGEN) - which aim to address one or both of these issues. Results Different RNA extractions and library preparation protocols result in differential detection of miRNAs. A greater proportion of reads mapped to miRNAs in libraries prepared with MagnaZol RNA than with miRNeasy RNA. Libraries prepared using QIAseq demonstrated the greatest miRNA diversity with many more very low abundance miRNAs detected (~ 2–3 fold more with < 10 reads), whilst CleanTag detected the fewest individual miRNAs and considerably over-represented miR-486-5p. Libraries prepared with QIAseq had the strongest correlation with RT-qPCR quantification. Analysis of unique molecular indices (UMIs) incorporated in the QIAseq protocol indicate that little PCR bias is introduced during small RNA library preparation. Conclusions Small RNAs were consistently detected using all RNA extraction and library preparation protocols tested, but with some miRNAs at significantly different levels. Choice of the most suitable protocol should be informed by the relative importance of minimising the total sequencing required, detection of rare miRNAs or absolute quantification. |
topic |
microRNA miRNA Small RNA-Seq Circulating biomarker Next generation sequencing NGS |
url |
http://link.springer.com/article/10.1186/s12864-019-5826-7 |
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