Table 3.
Average Spearman's correlations between MA and qRT-PCR detection of differentially expressed genes
| MAS5 | PLIER | MBEImm | GC-RMA | RMA | MBEI | ||
|---|---|---|---|---|---|---|---|
| new annotation | A | 71 ± 19 | 77 ± 9 | 80 ± 14 | 82 ± 9 | 74 ± 17 | 71 ± 15 |
| N | 71 ± 19 | 77 ± 9 | 81 ± 14 | 82 ± 9 | 74 ± 17 | 71 ± 15 | |
| D | 74 ± 8 | 73 ± 15 | 82 ± 10 | 82 ± 8 | 75 ± 13 | 70 ± 13 | |
| F | 73 ± 20 | 83 ± 9 | 81 ± 13 | 84 ± 10 | 79 ± 19 | 79 ± 13 | |
| FN | 73 ± 20 | 83 ± 10 | 81 ± 14 | 84 ± 10 | 79 ± 19 | 79 ± 13 | |
| FD | 75 ± 15 | 77 ± 15 | 84 ± 13 | 80 ± 11 | 77 ± 16 | 74 ± 10 | |
| old annotation | A | 70 ± 20 | 76 ± 11 | 78 ± 16 | 81 ± 12 | 76 ± 14 | 70 ± 15 |
| N | 70 ± 21 | 77 ± 11 | 79 ± 15 | 80 ± 14 | 76 ± 15 | 72 ± 15 | |
| D | 75 ± 8 | 74 ± 14 | 82 ± 11 | 74 ± 14 | 74 ± 14 | 69 ± 15 | |
| F | 72 ± 22 | 82 ± 10 | 78 ± 15 | 81 ± 13 | 79 ± 14 | 78 ± 16 | |
| FN | 72 ± 22 | 83 ± 9 | 79 ± 14 | 81 ± 15 | 79 ± 15 | 80 ± 15 | |
| FD | 77 ± 13 | 77 ± 15 | 84 ± 14 | 77 ± 16 | 77 ± 16 | 71 ± 13 | |
The table contains mean values and the corresponding standard deviations of Spearman's correlation coefficients calculated for 6 experiments. Correlations were computed between values of Welch's t-statistic calculated from MA and qRT-PCR measurements. Columns contain results for the 6 preprocessing algorithms, whereas rows contain results for the 6 filtering/mapping methods (negative signs are removed and values are multiplied by 100) after the new and the old annotations.