Microarray technology is a powerful tool for generating expression data on
a large number of genes simultaneously. However, as for any assay! it must
be reproducible to give confidence in the results. Using a classical statis
tical method-the factorial design of experiments-we have assessed the effec
ts of different experimental factors in our system. Significant effects on
signal were seen when the standard components were substituted with a diffe
rent enzyme, fluorescent label. or RNA purification method. This has fed to
the implementation of an improved procedure that maximizes signal without
affecting the variability of the system. thus increasing the signal-to-nois
e ratio. In addition, we were able to quantify the variability between micr
oarrays and replicates within microarrays.