The development of a comparison approach for Illumina bead chips unravels unexpected challenges applying newest generation microarrays
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* Corresponding author: Joachim L Schultze j.schultze@uni-bonn.de
1 Molecular Tumor Biology and Tumor Immunology, Department of Internal Medicine I, University of Cologne, Kerpener Str. 62, 50924 Cologne, Germany
2 Genomics and Immunoregulation, Institute for Life and Medical Sciences, University of Bonn, 53155 Bonn, Germany
BMC Bioinformatics 2009, 10:186 doi:10.1186/1471-2105-10-186
Published: 18 June 2009Abstract
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.