Raw DNA-Seq Data Processing

Use this workflow sample to process raw DNA-seq next-generation sequencing (NGS) data from the Illumina platform. The processing includes:

• Filtration:
  • Filtering of the NGS short reads by the CASAVA 1.8 header;
  • Trimming of the short reads by quality;
• Mapping:
  • Mapping of the short reads to the specified reference sequence (the BWA-MEM tool is used in the sample);
• Post-filtration:
  • Filtering of the aligned short reads by SAMtools to remove reads with low mapping quality, unpaired/unaligned reads;
  • Removing of duplicated short reads.

The result filtered short reads assembly is provided in the SAM format. Intermediate data files are also available in the output.

Workflow Sample Location

The workflow sample "Raw DNA-Seq processing" can be found in the "NGS" section of the Workflow Designer samples.

Workflow Image

There are two versions of the workflow available. The workflow for single-end reads looks as follows:

The workflow for paired-end short appearance is the following:

Workflow Wizard

The workflows have the similar wizards. The wizard for paired-end reads has 5 pages.

1. Input data: On this page you must input FASTQ file(s). 

   
   
   

2. Pre-processing: On this page you can modify filtration parameters. 

   
   
   

   The following parameters are available:

   Base quality	Quality threshold for trimming.
   Reads length	Too short reads are discarded by the filter.
   Trim both ends	Trim the both ends of a read or not. Usually, you need to set True for Sanger sequencing and False for NGS
   Base quality for pairs	Quality threshold for trimming.
   Reads length for pairs	Too short reads are discarded by the filter.
   Trim both ends for pairs	Trim the both ends of a read or not. Usually, you need to set True for Sanger sequencing and False for NGS
   Adapters	A FASTA file with one or multiple sequences of adapter that were ligated to the 3' end. The adapter itself and anything that follows is trimmed. If the adapter sequence ends with the '$ character, the adapter is anchored to the end of the read and only found if it is a suffix of the read.
   Adapters for pairs	A FASTA file with one or multiple sequences of adapter that were ligated to the 3' end. The adapter itself and anything that follows is trimmed. If the adapter sequence ends with the '$ character, the adapter is anchored to the end of the read and only found if it is a suffix of the read.

3. Mapping: On this page you must input reference and optionally modify advanced parameters. 

   
   
   

   The following parameters are available:

   Reference genome	Path to indexed reference genome.
   Number of threads	Number of threads (-t).
   Min seed length	Path to indexed reference genome (-k).
   Band width	Band width for banded alignment (-w).
   Dropoff	Off-diagonal X-dropoff (-d).
   Internal seed length	Look for internal seeds inside a seed longer than {-k} (-r).
   Skip seed threshold	Skip seeds with more than INT occurrences (-c).
   Drop chain threshold	Drop chains shorter than FLOAT fraction of the longest overlapping chain (-D).
   Rounds of mate rescues	Perform at most INT rounds of mate rescues for each read (-m).
   Skip mate rescue	Skip mate rescue (-S).
   Skip pairing	Skip pairing; mate rescue performed unless -S also in use (-P).
   Mismatch penalty	Score for a sequence match (-A).
   Mismatch penalty	Penalty for a mismatch (-B).
   Gap open penalty	Gap open penalty (-O).
   Gap extention penalty	Gap extension penalty; a gap of size k cost {-O} (-E).
   Penalty for clipping	Penalty for clipping (-L).
   Penalty unpaired	Penalty for an unpaired read pair (-U).
   Score threshold	Minimum score to output (-T).

4. Post-processing: On this page you can modify post-processing parameters. 

   
   
   

   The following parameters are available:

   MAPQ threshold	Minimum MAPQ quality score.
   Skip flag	Skip alignment with the selected items. Select the items in the combobox to configure bit flag. Do not select the items to avoid filtration by this parameter.
   Region	Regions to filter. For BAM output only. chr2 to output the whole chr2. chr2:1000 to output regions of chr 2 starting from 1000. chr2:1000-2000 to ouput regions of chr2 between 1000 and 2000 including the end point. To input multiple regions use the space seprator (e.g. chr1 chr2 chr3:1000-2000).
   For single-end reads	Remove duplicates for single-end reads.

5. Output data: On this page you must input output parameters.