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The development of a comparison approach for Illumina bead chips unravels unexpected challenges applying newest generation microarrays

BACKGROUND: The MAQC project demonstrated that microarrays with comparable content show inter- and intra-platform reproducibility. However, since the content of gene databases still increases, the development of new generations of microarrays covering new content is mandatory. To better understand t...

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Autores principales: Eggle, Daniela, Debey-Pascher, Svenja, Beyer, Marc, Schultze, Joachim L
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2711080/
https://www.ncbi.nlm.nih.gov/pubmed/19538710
http://dx.doi.org/10.1186/1471-2105-10-186
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author Eggle, Daniela
Debey-Pascher, Svenja
Beyer, Marc
Schultze, Joachim L
author_facet Eggle, Daniela
Debey-Pascher, Svenja
Beyer, Marc
Schultze, Joachim L
author_sort Eggle, Daniela
collection PubMed
description BACKGROUND: The MAQC project demonstrated that microarrays with comparable content show inter- and intra-platform reproducibility. However, since the content of gene databases still increases, the development of new generations of microarrays covering new content is mandatory. To better understand the potential challenges updated microarray content might pose on clinical and biological projects we developed a methodology consisting of in silico analyses combined with performance analysis using real biological samples. RESULTS: Here we clearly demonstrate that not only oligonucleotide design but also database content and annotation strongly influence comparability and performance of subsequent generations of microarrays. Additionally, using human blood samples and purified T lymphocyte subsets as two independent examples, we show that a performance analysis using biological samples is crucial for the assessment of consistency and differences. CONCLUSION: This study provides an important resource assisting investigators in comparing microarrays of updated content especially when working in a clinical or regulatory setting.
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spelling pubmed-27110802009-07-16 The development of a comparison approach for Illumina bead chips unravels unexpected challenges applying newest generation microarrays Eggle, Daniela Debey-Pascher, Svenja Beyer, Marc Schultze, Joachim L BMC Bioinformatics Research Article BACKGROUND: The MAQC project demonstrated that microarrays with comparable content show inter- and intra-platform reproducibility. However, since the content of gene databases still increases, the development of new generations of microarrays covering new content is mandatory. To better understand the potential challenges updated microarray content might pose on clinical and biological projects we developed a methodology consisting of in silico analyses combined with performance analysis using real biological samples. RESULTS: Here we clearly demonstrate that not only oligonucleotide design but also database content and annotation strongly influence comparability and performance of subsequent generations of microarrays. Additionally, using human blood samples and purified T lymphocyte subsets as two independent examples, we show that a performance analysis using biological samples is crucial for the assessment of consistency and differences. CONCLUSION: This study provides an important resource assisting investigators in comparing microarrays of updated content especially when working in a clinical or regulatory setting. BioMed Central 2009-06-18 /pmc/articles/PMC2711080/ /pubmed/19538710 http://dx.doi.org/10.1186/1471-2105-10-186 Text en Copyright © 2009 Eggle 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
Eggle, Daniela
Debey-Pascher, Svenja
Beyer, Marc
Schultze, Joachim L
The development of a comparison approach for Illumina bead chips unravels unexpected challenges applying newest generation microarrays
title The development of a comparison approach for Illumina bead chips unravels unexpected challenges applying newest generation microarrays
title_full The development of a comparison approach for Illumina bead chips unravels unexpected challenges applying newest generation microarrays
title_fullStr The development of a comparison approach for Illumina bead chips unravels unexpected challenges applying newest generation microarrays
title_full_unstemmed The development of a comparison approach for Illumina bead chips unravels unexpected challenges applying newest generation microarrays
title_short The development of a comparison approach for Illumina bead chips unravels unexpected challenges applying newest generation microarrays
title_sort development of a comparison approach for illumina bead chips unravels unexpected challenges applying newest generation microarrays
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2711080/
https://www.ncbi.nlm.nih.gov/pubmed/19538710
http://dx.doi.org/10.1186/1471-2105-10-186
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