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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...
Autores principales: | , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
2010
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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. |
format | Text |
id | pubmed-3005310 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
record_format | MEDLINE/PubMed |
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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