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Measuring differential gene expression by short read sequencing: quantitative comparison to 2-channel gene expression microarrays

BACKGROUND: High-throughput cDNA synthesis and sequencing of poly(A)-enriched RNA is rapidly emerging as a technology competing to replace microarrays as a quantitative platform for measuring gene expression. RESULTS: Consequently, we compared full length cDNA sequencing to 2-channel gene expression...

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Detalles Bibliográficos
Autores principales: Bloom, Joshua S, Khan, Zia, Kruglyak, Leonid, Singh, Mona, Caudy, Amy A
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2686739/
https://www.ncbi.nlm.nih.gov/pubmed/19435513
http://dx.doi.org/10.1186/1471-2164-10-221
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author Bloom, Joshua S
Khan, Zia
Kruglyak, Leonid
Singh, Mona
Caudy, Amy A
author_facet Bloom, Joshua S
Khan, Zia
Kruglyak, Leonid
Singh, Mona
Caudy, Amy A
author_sort Bloom, Joshua S
collection PubMed
description BACKGROUND: High-throughput cDNA synthesis and sequencing of poly(A)-enriched RNA is rapidly emerging as a technology competing to replace microarrays as a quantitative platform for measuring gene expression. RESULTS: Consequently, we compared full length cDNA sequencing to 2-channel gene expression microarrays in the context of measuring differential gene expression. Because of its comparable cost to a gene expression microarray, our study focused on the data obtainable from a single lane of an Illumina 1 G sequencer. We compared sequencing data to a highly replicated microarray experiment profiling two divergent strains of S. cerevisiae. CONCLUSION: Using a large number of quantitative PCR (qPCR) assays, more than previous studies, we found that neither technology is decisively better at measuring differential gene expression. Further, we report sequencing results from a diploid hybrid of two strains of S. cerevisiae that indicate full length cDNA sequencing can discover heterozygosity and measure quantitative allele-specific expression simultaneously.
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spelling pubmed-26867392009-05-27 Measuring differential gene expression by short read sequencing: quantitative comparison to 2-channel gene expression microarrays Bloom, Joshua S Khan, Zia Kruglyak, Leonid Singh, Mona Caudy, Amy A BMC Genomics Research Article BACKGROUND: High-throughput cDNA synthesis and sequencing of poly(A)-enriched RNA is rapidly emerging as a technology competing to replace microarrays as a quantitative platform for measuring gene expression. RESULTS: Consequently, we compared full length cDNA sequencing to 2-channel gene expression microarrays in the context of measuring differential gene expression. Because of its comparable cost to a gene expression microarray, our study focused on the data obtainable from a single lane of an Illumina 1 G sequencer. We compared sequencing data to a highly replicated microarray experiment profiling two divergent strains of S. cerevisiae. CONCLUSION: Using a large number of quantitative PCR (qPCR) assays, more than previous studies, we found that neither technology is decisively better at measuring differential gene expression. Further, we report sequencing results from a diploid hybrid of two strains of S. cerevisiae that indicate full length cDNA sequencing can discover heterozygosity and measure quantitative allele-specific expression simultaneously. BioMed Central 2009-05-12 /pmc/articles/PMC2686739/ /pubmed/19435513 http://dx.doi.org/10.1186/1471-2164-10-221 Text en Copyright © 2009 Bloom et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Bloom, Joshua S
Khan, Zia
Kruglyak, Leonid
Singh, Mona
Caudy, Amy A
Measuring differential gene expression by short read sequencing: quantitative comparison to 2-channel gene expression microarrays
title Measuring differential gene expression by short read sequencing: quantitative comparison to 2-channel gene expression microarrays
title_full Measuring differential gene expression by short read sequencing: quantitative comparison to 2-channel gene expression microarrays
title_fullStr Measuring differential gene expression by short read sequencing: quantitative comparison to 2-channel gene expression microarrays
title_full_unstemmed Measuring differential gene expression by short read sequencing: quantitative comparison to 2-channel gene expression microarrays
title_short Measuring differential gene expression by short read sequencing: quantitative comparison to 2-channel gene expression microarrays
title_sort measuring differential gene expression by short read sequencing: quantitative comparison to 2-channel gene expression microarrays
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2686739/
https://www.ncbi.nlm.nih.gov/pubmed/19435513
http://dx.doi.org/10.1186/1471-2164-10-221
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