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Quantification of differential gene expression by multiplexed targeted resequencing of cDNA

Whole-transcriptome or RNA sequencing (RNA-Seq) is a powerful and versatile tool for functional analysis of different types of RNA molecules, but sample reagent and sequencing cost can be prohibitive for hypothesis-driven studies where the aim is to quantify differential expression of a limited numb...

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Autores principales: Arts, Peer, van der Raadt, Jori, van Gestel, Sebastianus H.C., Steehouwer, Marloes, Shendure, Jay, Hoischen, Alexander, Albers, Cornelis A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5424154/
https://www.ncbi.nlm.nih.gov/pubmed/28474677
http://dx.doi.org/10.1038/ncomms15190
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author Arts, Peer
van der Raadt, Jori
van Gestel, Sebastianus H.C.
Steehouwer, Marloes
Shendure, Jay
Hoischen, Alexander
Albers, Cornelis A.
author_facet Arts, Peer
van der Raadt, Jori
van Gestel, Sebastianus H.C.
Steehouwer, Marloes
Shendure, Jay
Hoischen, Alexander
Albers, Cornelis A.
author_sort Arts, Peer
collection PubMed
description Whole-transcriptome or RNA sequencing (RNA-Seq) is a powerful and versatile tool for functional analysis of different types of RNA molecules, but sample reagent and sequencing cost can be prohibitive for hypothesis-driven studies where the aim is to quantify differential expression of a limited number of genes. Here we present an approach for quantification of differential mRNA expression by targeted resequencing of complementary DNA using single-molecule molecular inversion probes (cDNA-smMIPs) that enable highly multiplexed resequencing of cDNA target regions of ∼100 nucleotides and counting of individual molecules. We show that accurate estimates of differential expression can be obtained from molecule counts for hundreds of smMIPs per reaction and that smMIPs are also suitable for quantification of relative gene expression and allele-specific expression. Compared with low-coverage RNA-Seq and a hybridization-based targeted RNA-Seq method, cDNA-smMIPs are a cost-effective high-throughput tool for hypothesis-driven expression analysis in large numbers of genes (10 to 500) and samples (hundreds to thousands).
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spelling pubmed-54241542017-05-23 Quantification of differential gene expression by multiplexed targeted resequencing of cDNA Arts, Peer van der Raadt, Jori van Gestel, Sebastianus H.C. Steehouwer, Marloes Shendure, Jay Hoischen, Alexander Albers, Cornelis A. Nat Commun Article Whole-transcriptome or RNA sequencing (RNA-Seq) is a powerful and versatile tool for functional analysis of different types of RNA molecules, but sample reagent and sequencing cost can be prohibitive for hypothesis-driven studies where the aim is to quantify differential expression of a limited number of genes. Here we present an approach for quantification of differential mRNA expression by targeted resequencing of complementary DNA using single-molecule molecular inversion probes (cDNA-smMIPs) that enable highly multiplexed resequencing of cDNA target regions of ∼100 nucleotides and counting of individual molecules. We show that accurate estimates of differential expression can be obtained from molecule counts for hundreds of smMIPs per reaction and that smMIPs are also suitable for quantification of relative gene expression and allele-specific expression. Compared with low-coverage RNA-Seq and a hybridization-based targeted RNA-Seq method, cDNA-smMIPs are a cost-effective high-throughput tool for hypothesis-driven expression analysis in large numbers of genes (10 to 500) and samples (hundreds to thousands). Nature Publishing Group 2017-05-05 /pmc/articles/PMC5424154/ /pubmed/28474677 http://dx.doi.org/10.1038/ncomms15190 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Arts, Peer
van der Raadt, Jori
van Gestel, Sebastianus H.C.
Steehouwer, Marloes
Shendure, Jay
Hoischen, Alexander
Albers, Cornelis A.
Quantification of differential gene expression by multiplexed targeted resequencing of cDNA
title Quantification of differential gene expression by multiplexed targeted resequencing of cDNA
title_full Quantification of differential gene expression by multiplexed targeted resequencing of cDNA
title_fullStr Quantification of differential gene expression by multiplexed targeted resequencing of cDNA
title_full_unstemmed Quantification of differential gene expression by multiplexed targeted resequencing of cDNA
title_short Quantification of differential gene expression by multiplexed targeted resequencing of cDNA
title_sort quantification of differential gene expression by multiplexed targeted resequencing of cdna
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5424154/
https://www.ncbi.nlm.nih.gov/pubmed/28474677
http://dx.doi.org/10.1038/ncomms15190
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