Table 3.
Deseq 2 | EdgeR | EdgeR | LimmaVoom | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
by Gene | by Exon | glm (TMM) by gene | glm (TMM) by exon | qlglm (TMM) by gene | qlglm (TMM) by exon | TMM + voom by gene | TMM + voom by exon | |||||||||
Treatment (number of replicates) | ||||||||||||||||
MSRO (4) | None | None | None | None | None | None | None | None | ||||||||
wMel (3) | None | None | None | None | None | None | None | None | ||||||||
Hyd1 (3) | 7 | 12 | 5 | 5 | None | None | None | None | ||||||||
FlyBaseGeneNo. | Log FC | adjusted p | FlyBaseGeneNo. | Log FC | adjusted p | FlyBaseGeneNo. | Log FC | FDR | FlyBaseGeneNo. | logFC | FDR | |||||
FBgn0038339 | −4.97 | 0.000087 | FBgn0038339 | −4.96 | 0.000086 | FBgn0038339 | −4.90 | 0.002497 | FBgn0038339 | −4.89 | 0.002948 | |||||
FBgn0000451 | −4.57 | 0.000151 | FBgn0000451 | −4.53 | 0.000253 | FBgn0000451 | −4.54 | 0.030333 | FBgn0000451 | −4.50 | 0.030877 | |||||
FBgn0027527 | −4.81 | 0.006198 | FBgn0027527 | −4.81 | 0.005639 | FBgn0027527 | −4.77 | 0.030344 | FBgn0027527 | −4.78 | 0.030877 | |||||
FBgn0037099 | −6.66 | 0.027599 | FBgn0037099 | −6.66 | 0.021794 | FBgn0037099 | −6.29 | 0.030344 | FBgn0037099 | −6.30 | 0.030877 | |||||
FBgn0037414 | −4.56 | 0.008411 | FBgn0037414 | −4.55 | 0.006991 | FBgn0037414 | −4.53 | 0.035559 | FBgn0037414 | −4.52 | 0.041176 | |||||
FBgn0001254 | −3.51 | 0.006703 | FBgn0001254 | −3.51 | 0.005761 | FBgn0001254* | −3.50 | 0.076620 | ||||||||
FBgn0001256 | −3.98 | 0.009660 | FBgn0001256 | −3.98 | 0.007762 | FBgn0001256* | −3.96 | 0.084605 | ||||||||
FBgn0029807 | −4.23 | 0.026208 | ||||||||||||||
FBgn0000568 | −0.99 | 0.049803 | ||||||||||||||
FBgn0262366 | 2.90 | 0.049803 | ||||||||||||||
FBgn0035430 | −3.80 | 0.049803 | ||||||||||||||
FBgn0033275 | −3.77 | 0.005761 |
*Not significant at alfa = 0.05.