Raw data were re-scaled to account for differences in individual array signal intensities (MIDAS). Statistical Analysis of Microarrays (SAM) was performed (MEV), two class unpaired analysis, arrays sorted into two groups. For normalization of raw data, we utilized the locally weighted regression method to re-scale to account for system-related variations in individual array signal intensities to reveal biological variations using the Midas software.