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0.24.0 - long read support with minimap2
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@FelixKrueger FelixKrueger released this 06 Oct 16:04
· 64 commits to master since this release
0.24.0
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Bismark

  • Added new option --strandID which reports the alignment strand identity for paired-end, non-directional libraries, e.g. YS:Z:CTOT. This information may be difficult to obtain if third party tools interfered with the read ordering (admittedly there is a fine balance of read reporting position, FLAG, Read 1 and Genome conversion state to make it work in the first place. More information can be found in this thread).

  • runs with --parallel/--multicore > 1 specified will now terminate with an error message whenever one of the child processes fails. This prevents potentially incomplete result files making it through to the end unnoticed (more #494)

  • runs with --parallel/--multicore > 1 as well as --unmapped and/or --ambiguous specified will no longer produce potentially corrupt FastQ files (more #495)

  • Added option --mm2/--minimap2 to use minimap2 as the underlying aligner. The minimap2 alignment modes include Oxford Nanopore, PacBio and accurate short reads. In its current implementation, minimap2 can be invoked in one of the following ways:

  • --mm2_nanopore: Sets preset settings for Oxford Nanopore vs reference mapping '-x map-ont' [default]

  • --mm2_pacbio: Sets preset settings for PacBio vs. reference mapping '-x map-pb'

  • --mm2_short_reads: Sets preset settings for accurate short reads '-x sr'

  • added option --mm2_maximum_length <int> to set a maximum length cutoff, which might be required for very long reads exceeding the maximum number of CIGAR operations tolerated by the BAM formatted reads (>65535). The default is 10,000 bp.

Other options that are currently set within Bismark include '-a' (SAM output), '--MD' (MD tag), '--secondary=no'.

Prompted by fairly slow alignment speeds with the minimap2 default settings, we set out to improve the performance of the alignment process by tweaking several different parameters

Speed optimisiation: optimisation of minimap2 parameters

k-mer size
Due to the reduced DNA alphabet the minimap2 default k-mer size of 15 leads to substantially higher alignment times. Based on our tests we settled for a new default of ‘-k 20’
minibatch size
The minimap2 default minibatch size of 500 million bp means that a substantial amount of data is aligned and held in memory before additional alignment threads can be started. Reducing the minibatch size to 250K reads seemed to be a good compromise (‘-K 250K’).
minimap2 multi-threading
minimap2 alignments may utilize multiple cores for each alignment process; we found that ‘-t 2’ offered a good speed-up, while allowing additional resources had diminishing returns.
Bismark multi-threading
We also tested the potential of using additional resources for Bismark itself (--parallel), which appeared to result in a speed-up of the alignment process as expected; however this comes at the cost of requiring additional system resources.

As a result of these tests, we changed the default settings for minimap2 alignment parameters to ‘-t 2 -k 20 -K 250K’.

methylation_consistency

  • Added new option --chh to use cytosines in CHH instead of CpG context to enable some trouble shooting and method development

bismark2report

  • The CHH/CHG labels for the Cytosine Methylation after Extraction plot now appear in the correct order

bismark_methylation_extractor

  • removed a print statement that would flood STDOUT the logfile if --merge_non_CG (but not --comprehensive) had been selected

  • runs with --parallel/--multicore specified will now terminate with an error message whenever one of the child processes fails. This prevents potentially incomplete result files making it through to the end unnoticed

  • changed the option -o/--output to -o/--output_dir for consistency reasons...

bismark_genome_preparation

  • Added option --mm2/--minimap2. The genome indexing process (bismark_genome_preparation) writes out a minimap2 index to the genome folder, using the optimized k-mer size of -k 20 (see comments for bismark itself). This pre-generated minimap2 index takes precedence over indexing options that would otherwise happen as part of the alignment procedure.

deduplicate_bismark

  • when using an output filename -o customname the deduplication report will also be derived from customname.

Added a sentence to the Docs that Genozip 14 and above supports Bismark BAM files (with a substantial gain in compression).

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