Methodology article
The limits of log-ratios
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* Corresponding author: John Quackenbush johnq@tigr.org
1 The Institute for Genomic Research, Rockville, MD, USA
2 Department of Biochemistry, The George Washington University School of Medicine, Washington, DC, USA
3 Department of Biostatistics, Bloomberg School of Public Health, The Johns Hopkins University, Baltimore, MD, USA
BMC Biotechnology 2004, 4:3 doi:10.1186/1472-6750-4-3
Published: 8 March 2004Abstract
Background
DNA microarray assays typically compare two biological samples and present the results of those comparisons gene-by-gene as the logarithm base two of the ratio of the measured expression levels for the two samples.
Results
Because of the fixed dynamic range of fluorescence and other detection systems, there is a limit to the range of comparisons that can be made using any array technology, and this must be taken into account when interpreting the results of any such analysis.
Conclusions
The dynamic range of microarray data collection systems results in limits in the comparative analyses that can be derived from such measurements and suggests that optimal results can be obtained by making measurements that avoid the boundaries of that dynamic range.