Bowtie2 for single-end reads

Description

This tool uses Bowtie2 software to align single-end reads to publicly available genomes or transcriptomes. You can supply the reads in one or more files. Reads can be in either FASTA or FASTQ format, but all reads files need to be in the same format.

If you would like us to add new reference genomes to Chipster, please contact us.

After running Bowtie2, Chipster converts the alignment file to BAM format, and sorts and indexes it using the SAMtools package. This way the results are ready to be visualized in the genome browser.

Mapping strategy

Bowtie2 can map the reads to the reference either by aligning the reads for they full length (end-to-end read alignment) or by using local alignments. Other possibility is to use local read alignment based mapping strategies. In this mode, Bowtie2 might "trim" or "clip" some read characters from one or both ends of the alignment if doing so maximizes the alignment score.

Bowtie2 uses heuristics for mapping the reads to the reference genome. This means that the reported mapping is not guaranteed to be the best mapping. Several Bowtie2 parameters affect to the mapping accuracy. However higher accuracy (sensitivity) also requires more computing time. In Chipster you can choose, for both end-to-end and local alignment strategy, the sensitivity level from a set of pre-defined parameter combinations that allow you to tune the balance between the computing time and mapping sensitivity:
Strategy Corresponding command line options
Very fast -D 5 -R 1 -N 0 -L 22 -i S,0,2.50
Fast -D 10 -R 2 -N 0 -L 22 -i S,0,2.50
Sensitive (default) -D 15 -R 2 -N 0 -L 22 -i S,1,1.15
Very sensitive -D 20 -R 3 -N 0 -L 20 -i S,1,0.50
Very fast local --local -D 5 -R 1 -N 0 -L 25 -i S,1,2.00
Fast local --local -D 10 -R 2 -N 0 -L 22 -i S,1,1.75
Sensitive local --local -D 15 -R 2 -N 0 -L 20 -i S,1,0.75
Very sensitive local --local -D 20 -R 3 -N 0 -L 20 -i S,1,0.50
By default Chipster does the alignment using the end-to-end alignment method with "Sensitive" parameters.

Other parameters

In addition to the mapping strategy, the Bowtie2 tool in Chipster allows users to modify many other mapping and output parameters too. Please check the Bowtie2 manual for more detailed description of these parameters.

Parameter Corresponding command line option Description of the parameter
Quality value format used --phred33, --phred64 or --ignore-quals Quality scale used in the fastq-file.
How many valid alignments are reported per read none, -k or --all By default, Bowtie2 reports only the best aligmnmet of the read (based on the mapping quality\). Optionally, if there are several, equally good alignments, you can choose how many of them should be reported?
Put unaligned reads to a separate file --un Store unaligned reads to a new fastq file.
Match bonus --ma Match bonus for a match in local alignment. Default value 2
Maximum penalty for mismatch --mp Maximum penalty for mismatch; lower quality = lower penalty. Default value 6
Penalty for non-ACGTs --np Sets penalty for positions where the read, reference, or both, contain an ambiguous character such as N. Default: 1.
Gap opening penalty for the read --rdg Gap opening penalty for the reads. Default value: 5.
Gap extension penalty for the reads --rdg Gap extension penalty for the reads. Default value: 3.
Gap opening penalty for the reference --rfg Gap opening penalty for the reference. Default value: 5.
Gap extension penalty for the reference --rfg Gap extension penalty for the reference. Default value: 3.

Output

This tool returns the alignment in BAM format and an index file for it (.bai). It also produces a log file, which allows you to see what percentage of the reads align with the selected parameter settings. Optionally also a fastq file is produced for the unaligned reads.

Reference

Langmead B, Salzberg S. Fast gapped-read alignment with Bowtie 2. Nature Methods. 2012, 9:357-359.