Research Article

Differential Expression Analysis for RNA-Seq Data

Table 3

Comparison of methods on different datasets.

SamplesMethodNumber of genes present in only one samples Number of genes present in both samples

Normal versus HL60 likelihood ratio 19 57
Bayesian 19 58
DESeq 0 3
EdgeR 0 4

Normal versus K562 likelihood ratio 2 57
Bayesian 2 53
DESeq 0 3
EdgeR 0 1

Globin reduced versus nonreduced likelihood ratio 7 2513
Bayesian 7 2344
DESeq 5 1505
EdgeR 7 2987