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. 2017 Dec 5;8(12):366. doi: 10.3390/genes8120366

Table 2.

circRNA identification tools.

Tools Language Prerequisites Input PMID
find_circ Python Python (2.7) (numpy, pysam)
Bowtie2
SAMtools
reads in fastq 23446348
MapSplice2 Python g++ (≥4.3.3)
Python (≥2.4.3)
SAMtools
Bowtie
reads in fasta/fastq 20802226
Segemehl C NA reads in fasta 1975021224512684
circExplorer2 Python Python (≥2.7) (pysam ≥ 0.8.4, pybedtools, pandas, docopt, and scipy)
TopHat (≥2.0.9)
Cufflinks (≥2.1.1)
BEDTools
genePredToGtf
gtfToGenePred
bedGraphToBigWig (optional)
bedToBigBed (optional)
STAR (≥2.4.0j)
MapSplice (≥2.1.9)
BWA (≥0.6.2-r126)
segemehl (≥0.2.0)
reads in fastq 27365365
circRNA_Finder Perl Perl
awk
STAR (versions 2.4.1c)
samtools
reads in fasta 25544350
CIRI Perl Perl alignment in SAM 2558336528334140
ACFS Perl BWA-0.7.3a
Perl
BLAT (optional)
reads in fasta 27929140
KNIFE Perl, Python & R Bowtie2 (≥2.2.1)
Bowtie (≥0.12.7)
Perl
Python 2.7.5 (numpy, scipy)
R 3.0.2 (data.table)
SAMtools
reads in fastq 26076956
NCLscan Python & C++ Python 2.7
BEDTools
SAMtools
BLAT
BWA
reads in fasta 26442529
DCC Python Python (pysam, pandas, numpy, and HTSeq) alignment in BAM 26556385
UROBORUS Perl TopHat
SAMtools
Bowtie1/Bowtie2
alignment in SAM 26873924