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. 2016 Feb 29;4:1521. Originally published 2015 Dec 30. [Version 2] doi: 10.12688/f1000research.7563.2

Table 2. Summary of suitable analysis approaches for the three types of comparative analyses discussed in the manuscript (DGE, DTE and DTU).

Task Input data Software (examples) Post-processing
DGE Aggregated transcript counts +
average transcript length offsets, or
simple counts + average transcript
length offsets
Salmon, kallisto, BitSeq, RSEM
tximport
DESeq2, edgeR, voom/limma
DTE Transcript counts Salmon, kallisto, BitSeq, RSEM Optional gene-level
aggregation
tximport
DESeq2, edgeR, sleuth, voom/limma
DTU/DEU Transcript counts or bin counts,
depending on interpretation potential 18
Salmon, kallisto, BitSeq, RSEM Optional gene-level
aggregation
DEXSeq