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Table 2 Comparison of different tools in miRNA detection

From: CAP-miRSeq: a comprehensive analysis pipeline for microRNA sequencing data

 

CAP-miRSeq

omiRAS

miRTools2

Novoalign

Version

v1.1

12/2013

v2

2.07.13

Aligner

Bowtie

Bowtie

SOAP

Novoalign+

Ref Genome

hg19

hg19

hg19

hg19

Time

5 hrs

12 hrs

Variable

6 hrs

Memory

4 GB

-

-

10 G

Mature miRNA (> = 2)

860

739

172

881

Novel miRNA

194

NA*

35

No prediction

Correlation with other tools

-

0.99

0.81

0.95

  1. *NA–omiRAS requires at least two samples to run with differential expression analysis; however, it does not report novel miRNAs for each individual sample. +Novoalign is just an alignment toot and it does not perform miRNA prediction and quantification. omiRAS and miRTool2 are web based tools and no memory usage information is available.