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Plant DNA Barcoding:
data workflow



Aron Fazekas   University of Guelph
Plant DNA Barcoding: data workflow

Workflow Outline:
    raw sequence editing
    data alignment
    re-edit the sequence file
    upload to BOLD
    quality checks using BOLD / genbank
Sequence editing:   primer trimming
Sequence editing:       primer trimming

          5’ GTTATGCATGAACGTAATGCTC

            GAGCATTACGT….
Sequence editing:   primer trimming
Sequence editing:   editing miscalls
Sequence editing: congruence between
                  forward/ reverse
                  reads
Sequence Alignment

    After editing: need to align the data
                          Kelchner (2000) Ann Missouri Bot
    Gard

     rbcL easy to align - most programs work well
     matK tricky to align – TransAlign seems to do the
     best job

     trnH    difficult (impossible between genera?)
     ITS     difficult (impossible between genera?)

Clustal       www.clustal.org
TransAlign    http://www.biomedcentral.com/1471-2105/6/156
K-Align       http://www.ebi.ac.uk/Tools/msa/kalign/
Sequence Alignment

Problems to look for after alignment:
     - primers not trimmed
     - gaps at the ends
     - gaps in the middle (protein coding)
     - translation shows stop codons
- primers not trimmed   trnH-psbA
- gaps at the ends      Real data submitted for
                        publication
rbcL
 - gaps in the middle of a   data submitted for publication
coding region
Translate coding regions (rbcL, matK) to
ensure there are no stop codons present
Edit both the alignment file and the original sequence file
Can trnH-psbA (or other non-coding sequence) be aligned
across diverse species?
Upload to BOLD
After data is edited, aligned: use BOLD to
create a tree
• Check for misplaced taxa –
     remove them from the dataset
• Check for singleton species – make a list
BOLD BLAST check
Genbank BLAST check
Genbank BLAST check
Genbank Blast
Acknowledgements

     Sujeevan Ratnasingham &
     Bold Team

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Dr Aron Fazekas - Plant DNA Barcoding; data workflow

Editor's Notes

  1. Assumptions: BOLD project exists already. Just received raw data back from sequencer.
  2. Every base is criticalOther principles: homology
  3. Mention orientation
  4. Mention orientation
  5. Contigs need to agree…ABI software will make mistakes from time to time
  6. Important to look at the sequence… many gaps inserted (an extreme example, but it can happen on a smaller scale.
  7. Delete old alignment or make new: develop methods to backcheck the aligned file with the original
  8. Relevant points outliers odditiesSingle sequenes – how do we know they are what they are?