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. 2017 May 1;12(5):e0176185. doi: 10.1371/journal.pone.0176185

Table 4. The actual FDR, sensitivity and specificity rate from MAQC2 data given a nominal FDR ≤ 0.05.

Expression quantile cutoff DESeq TMM-edgeR Med-pgQ2 UQ-pgQ2
Actual FDR SR SPR Actual FDR SR SPR Actual FDR SR SPR Actual FDR SR SPR
100%(total) 0.140 0.931 0.609 0.205 0.967 0.358 0.057 0.928 0.854 0.055 0.933 0.861
75% 0.069 0.861 0.806 0.147 0.931 0.516 0.084 0.877 0.758 0.077 0.898 0.774
50% 0.091 0.476 0.926 0.184 0.738 0.740 0.304 0.762 0.482 0.292 0.810 0.482
25% 0.000 0.000 1.000 0.333 0.333 0.917 0.667 0.667 0.333 0.692 0.667 0.250

The sensitivity rate (SR) and specificity rate (SPR) for DEGs analysis by the top methods at the different-quartile cutoffs.