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Bias in Ligation-Based Small RNA Sequencing Library Construction Is Determined by Adaptor and RNA Structure

High-throughput sequencing (HTS) has become a powerful tool for the detection of and sequence characterization of microRNAs (miRNA) and other small RNAs (sRNA). Unfortunately, the use of HTS data to determine the relative quantity of different miRNAs in a sample has been shown to be inconsistent wit...

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Autores principales: Fuchs, Ryan T., Sun, Zhiyi, Zhuang, Fanglei, Robb, G. Brett
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4420488/
https://www.ncbi.nlm.nih.gov/pubmed/25942392
http://dx.doi.org/10.1371/journal.pone.0126049
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author Fuchs, Ryan T.
Sun, Zhiyi
Zhuang, Fanglei
Robb, G. Brett
author_facet Fuchs, Ryan T.
Sun, Zhiyi
Zhuang, Fanglei
Robb, G. Brett
author_sort Fuchs, Ryan T.
collection PubMed
description High-throughput sequencing (HTS) has become a powerful tool for the detection of and sequence characterization of microRNAs (miRNA) and other small RNAs (sRNA). Unfortunately, the use of HTS data to determine the relative quantity of different miRNAs in a sample has been shown to be inconsistent with quantitative PCR and Northern Blot results. Several recent studies have concluded that the major contributor to this inconsistency is bias introduced during the construction of sRNA libraries for HTS and that the bias is primarily derived from the adaptor ligation steps, specifically where single stranded adaptors are sequentially ligated to the 3’ and 5’-end of sRNAs using T4 RNA ligases. In this study we investigated the effects of ligation bias by using a pool of randomized ligation substrates, defined mixtures of miRNA sequences and several combinations of adaptors in HTS library construction. We show that like the 3’ adaptor ligation step, the 5’ adaptor ligation is also biased, not because of primary sequence, but instead due to secondary structures of the two ligation substrates. We find that multiple secondary structural factors influence final representation in HTS results. Our results provide insight about the nature of ligation bias and allowed us to design adaptors that reduce ligation bias and produce HTS results that more accurately reflect the actual concentrations of miRNAs in the defined starting material.
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spelling pubmed-44204882015-05-12 Bias in Ligation-Based Small RNA Sequencing Library Construction Is Determined by Adaptor and RNA Structure Fuchs, Ryan T. Sun, Zhiyi Zhuang, Fanglei Robb, G. Brett PLoS One Research Article High-throughput sequencing (HTS) has become a powerful tool for the detection of and sequence characterization of microRNAs (miRNA) and other small RNAs (sRNA). Unfortunately, the use of HTS data to determine the relative quantity of different miRNAs in a sample has been shown to be inconsistent with quantitative PCR and Northern Blot results. Several recent studies have concluded that the major contributor to this inconsistency is bias introduced during the construction of sRNA libraries for HTS and that the bias is primarily derived from the adaptor ligation steps, specifically where single stranded adaptors are sequentially ligated to the 3’ and 5’-end of sRNAs using T4 RNA ligases. In this study we investigated the effects of ligation bias by using a pool of randomized ligation substrates, defined mixtures of miRNA sequences and several combinations of adaptors in HTS library construction. We show that like the 3’ adaptor ligation step, the 5’ adaptor ligation is also biased, not because of primary sequence, but instead due to secondary structures of the two ligation substrates. We find that multiple secondary structural factors influence final representation in HTS results. Our results provide insight about the nature of ligation bias and allowed us to design adaptors that reduce ligation bias and produce HTS results that more accurately reflect the actual concentrations of miRNAs in the defined starting material. Public Library of Science 2015-05-05 /pmc/articles/PMC4420488/ /pubmed/25942392 http://dx.doi.org/10.1371/journal.pone.0126049 Text en © 2015 Fuchs et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Fuchs, Ryan T.
Sun, Zhiyi
Zhuang, Fanglei
Robb, G. Brett
Bias in Ligation-Based Small RNA Sequencing Library Construction Is Determined by Adaptor and RNA Structure
title Bias in Ligation-Based Small RNA Sequencing Library Construction Is Determined by Adaptor and RNA Structure
title_full Bias in Ligation-Based Small RNA Sequencing Library Construction Is Determined by Adaptor and RNA Structure
title_fullStr Bias in Ligation-Based Small RNA Sequencing Library Construction Is Determined by Adaptor and RNA Structure
title_full_unstemmed Bias in Ligation-Based Small RNA Sequencing Library Construction Is Determined by Adaptor and RNA Structure
title_short Bias in Ligation-Based Small RNA Sequencing Library Construction Is Determined by Adaptor and RNA Structure
title_sort bias in ligation-based small rna sequencing library construction is determined by adaptor and rna structure
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4420488/
https://www.ncbi.nlm.nih.gov/pubmed/25942392
http://dx.doi.org/10.1371/journal.pone.0126049
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