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VAPER: Add unique molecular identifiers (UMI) support #17

Description

@DOH-JDJ0303

Description of feature

Unique molecular identifiers can be used to reduce the number of PCR errors introduce during library prep and are required to reduce amplification / sequencing bias when performing intra-sample population-level analyses. VAPER should incorporate UMI QC when possible, to improve assembly quality when using PCR-based libraries. This enhancement should ideally include the following:

  • Correct PCR errors using UMI
    • This normally occurs after read alignment (see UMI-Tools)
    • This should be optional and would ideally be automated (only run when UMI is detected in the FASTQ header)
  • Include UMI-based adjustments in the QC summary
    • Will need to establish metrics to include

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