Figure 3
From: DNA Microarrays: a Powerful Genomic Tool for Biomedical and Clinical Research

Biomarker Detection. Larger differences in gene expression are more likely to be genuine differences between two groups of samples (A and B) than small differences. In this case, a large number of samples are more informative than individual replications.