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Comprehensive comparative analysis of strand-specific RNA sequencing methods

Strand-specific, massively-parallel cDNA sequencing (RNA-Seq) is a powerful tool for novel transcript discovery, genome annotation, and expression profiling. Despite multiple published methods for strand-specific RNA-Seq, no consensus exists as to how to choose between them. Here, we developed a com...

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Detalles Bibliográficos
Autores principales: Levin, Joshua Z., Yassour, Moran, Adiconis, Xian, Nusbaum, Chad, Thompson, Dawn Anne, Friedman, Nir, Gnirke, Andreas, Regev, Aviv
Formato: Texto
Lenguaje:English
Publicado: 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3005310/
https://www.ncbi.nlm.nih.gov/pubmed/20711195
http://dx.doi.org/10.1038/nmeth.1491
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author Levin, Joshua Z.
Yassour, Moran
Adiconis, Xian
Nusbaum, Chad
Thompson, Dawn Anne
Friedman, Nir
Gnirke, Andreas
Regev, Aviv
author_facet Levin, Joshua Z.
Yassour, Moran
Adiconis, Xian
Nusbaum, Chad
Thompson, Dawn Anne
Friedman, Nir
Gnirke, Andreas
Regev, Aviv
author_sort Levin, Joshua Z.
collection PubMed
description Strand-specific, massively-parallel cDNA sequencing (RNA-Seq) is a powerful tool for novel transcript discovery, genome annotation, and expression profiling. Despite multiple published methods for strand-specific RNA-Seq, no consensus exists as to how to choose between them. Here, we developed a comprehensive computational pipeline to compare library quality metrics from any RNA-Seq method. Using the well-annotated Saccharomyces cerevisiae transcriptome as a benchmark, we compared seven library construction protocols, including both published and our own novel methods. We found marked differences in strand-specificity, library complexity, evenness and continuity of coverage, agreement with known annotations, and accuracy for expression profiling. Weighing each method’s performance and ease, we identify the dUTP second strand marking and the Illumina RNA ligation methods as the leading protocols, with the former benefitting from the current availability of paired-end sequencing. Our analysis provides a comprehensive benchmark, and our computational pipeline is applicable for assessment of future protocols in other organisms.
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spelling pubmed-30053102011-03-01 Comprehensive comparative analysis of strand-specific RNA sequencing methods Levin, Joshua Z. Yassour, Moran Adiconis, Xian Nusbaum, Chad Thompson, Dawn Anne Friedman, Nir Gnirke, Andreas Regev, Aviv Nat Methods Article Strand-specific, massively-parallel cDNA sequencing (RNA-Seq) is a powerful tool for novel transcript discovery, genome annotation, and expression profiling. Despite multiple published methods for strand-specific RNA-Seq, no consensus exists as to how to choose between them. Here, we developed a comprehensive computational pipeline to compare library quality metrics from any RNA-Seq method. Using the well-annotated Saccharomyces cerevisiae transcriptome as a benchmark, we compared seven library construction protocols, including both published and our own novel methods. We found marked differences in strand-specificity, library complexity, evenness and continuity of coverage, agreement with known annotations, and accuracy for expression profiling. Weighing each method’s performance and ease, we identify the dUTP second strand marking and the Illumina RNA ligation methods as the leading protocols, with the former benefitting from the current availability of paired-end sequencing. Our analysis provides a comprehensive benchmark, and our computational pipeline is applicable for assessment of future protocols in other organisms. 2010-08-15 2010-09 /pmc/articles/PMC3005310/ /pubmed/20711195 http://dx.doi.org/10.1038/nmeth.1491 Text en Users may view, print, copy, download and text and data- mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Levin, Joshua Z.
Yassour, Moran
Adiconis, Xian
Nusbaum, Chad
Thompson, Dawn Anne
Friedman, Nir
Gnirke, Andreas
Regev, Aviv
Comprehensive comparative analysis of strand-specific RNA sequencing methods
title Comprehensive comparative analysis of strand-specific RNA sequencing methods
title_full Comprehensive comparative analysis of strand-specific RNA sequencing methods
title_fullStr Comprehensive comparative analysis of strand-specific RNA sequencing methods
title_full_unstemmed Comprehensive comparative analysis of strand-specific RNA sequencing methods
title_short Comprehensive comparative analysis of strand-specific RNA sequencing methods
title_sort comprehensive comparative analysis of strand-specific rna sequencing methods
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3005310/
https://www.ncbi.nlm.nih.gov/pubmed/20711195
http://dx.doi.org/10.1038/nmeth.1491
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