Table 2.
Number of significant genes for the poppy data
|
|
|
Number of differentially expressed genes |
||
---|---|---|---|---|---|
Analysis | Comparison | FDR <0.05 | FDR <0.01 | ||
Log-ratio |
Leaf vs Sepal |
0.52 |
1157 |
668 |
|
Separate channel |
Leaf vs Sepal |
0.64 |
1331 |
954 |
|
Log-ratio |
Leaf vs Carpel |
0.84 |
254 |
132 |
|
Separate channel | Leaf vs Carpel | 0.87 | 505 | 314 |
Rows give results for different tissue comparisons and different analysis methods. The column gives the estimated proportion of probes that are not differentially expressed between the tissue types. FDRs and π0 values were estimated using the qvalue package. The separate channel method detects more significant genes but does not decrease overall.