Table 2.
Description of data sets
Affymetrix | Agilent | Illumina | |
---|---|---|---|
Background RNA | HeLa complex cRNA | Human Osteosarcoma (MG-63) purchased from Ambion (Cat. # 7868) | Human Liver purchased from Ambion (Cat. # 7960) |
Spike-in production | 30 cDNA clones isolated from a lymphoblast cell line, eight artificially engineered, four eukaryotic controls from the polyA spike control kit | In vitro synthesized, polyadenylated transcripts derived from the Adenovirus E1A gene | In vitro transcription of cloned bacterial and viral genes |
Background correction | RMA | Background subtraction and spatial-detrending | Local background subtraction |
Normalization | RMA | Normalized to the 75th percentile on each microarray | Quantile normalization |
This table gives a brief comparison of the three data sets used in this analysis.