A methodology for global validation of microarray experiments |
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Authors: | Mathieu Miron Owen Z Woody Alexandre Marcil Carl Murie Robert Sladek Robert Nadon |
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Institution: | (1) McGill University and Genome Quebec Innovation Centre, 740 avenue du Docteur Penfield, Montreal, Quebec, H3A 1A4, Canada;(2) Department of Human Genetics, McGill University, 1205 avenue du Docteur Penfield N5/13, Montreal, Quebec, H3A 1B1, Canada |
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Abstract: | Background DNA microarrays are popular tools for measuring gene expression of biological samples. This ever increasing popularity is
ensuring that a large number of microarray studies are conducted, many of which with data publicly available for mining by
other investigators. Under most circumstances, validation of differential expression of genes is performed on a gene to gene
basis. Thus, it is not possible to generalize validation results to the remaining majority of non-validated genes or to evaluate
the overall quality of these studies. |
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Keywords: | |
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