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Do Next Generation Sequencing
approaches provide the answer
 for DNA barcoding of plants?




Hannah McPherson Marlien van der Merwe
Paul Rymer Mark Edwards Maurizio Rossetto
Landscape-level studies of the
      Australian flora
                   Species and population
                    dynamics
                   Historical and current
                    processes shaping
                    distributions and
                    assemblages of native
                    trees
                   Using a range of molecular
                    tools, life history traits and
                    modelling

                               Reproduced from Crisp et al. 2004
Next generation sequencing
 Exploring new molecular tools and
  approaches
 NGS to assemble whole chloroplast
  genomes
 Use of whole chloroplast as a barcode?



                              Reproduced from Crisp et al. 2004
Technical approach
 Full genome shotgun sequencing
 Solexa Illumina platform (7Gb/lane)
     •    8 labelled paired-end libraries
          multiplexed in one lane
     •    Sub-sampled data from single lanes

 No reference sequence


                                  Reproduced from Crisp et al. 2004
Sampling

                     2 locations
   Nightcap N
                *    20 rainforest tree
                      species
                     4 individuals
Sydney S
           *          pooled from each
                      species for each
                      site

                            Reproduced from Crisp et al. 2004
reality check: sampling from
           rainforests
 Collecting and identifying samples
 Preserving leaf material
 DNA extraction
 9/20 plants successfully sequenced from
  both North and South


                               Reproduced from Crisp et al. 2004
questions
   Can we bioinformatically assemble chloroplast
    genomes from whole genomic shotgun
    sequencing without a reference?
   What levels of variation do we find across a
    broad range of species/families?
   Can we mine the data for non-chloroplast
    regions too?
   Is whole/partial chloroplast genome
    sequencing a viable option for barcoding?

                                     Reproduced from Crisp et al. 2004
Angiosperm Phylogeny
    Model organism tree                                   Atherospermataceae
                                                          Monimiaceae
                                                          Lauraceae




                                                            Proteaceae




                                                              Euphorbiaceae
                                                              Urticaeae
                                                             Malvaceae
                                                                  Sapindaceae,
                                                                   Meliaceae

                                                         Pittosporaceae
From Angiosperm Phylogeny Website
http://www.mobot.org/MOBOT/Research/APweb/welcome.html
Malvales




                       Brachychiton

           Malvaceae

                       Gossypium,
                       Theobroma
Laurales
           Calycanthaceae Calycanthus




           Atherospermataceae Doryphora

           Monimiaceae Wilkiea




           Lauraceae Cinnamomum
assembling chloroplast genomes
   Map trimmed reads to whole cp genome of
    closest relative available on Genbank (CLC)
      •   Consensus of N & S
   De Novo assembly (CLC and Velvet)
      •   N & S separately
      •   Local BLAST / cpDNA genome database

   Assemble contigs to N & S reference
    (Geneious Pro)
Align with annotated
assembling chloroplast genomes
170000




150000



130000




110000




90000




                                                                                                               Toona
                                                                      Doryphora
                                          Claoxylon
         Brachychiton




                                                                                                   Synoum
                                                                                  Pittosporum
                             Cinnamomum




                                                       Diploglottis




                                                                                                                       Wilkiea
                        Length/closest cpDNA ref      Length mapped cpDNA               Length assembled contigs
NC_008325 Daucus carota

                  Pittosporum multiflorum
                      Toona ciliata

                      Synoum glandulosum

                            NC_008334 Citrus sinensis
                           Diploglottis cunninghamii
                                          Brachychiton acerifolius

                         NC_008641 Gossypium barbadense

                                 Claoxylon australe

                          NC_010433 Manihot esculenta
 NC_004993 Calycanthus floridus var. glaucus

    Cinnamomum oliveri

                       Wilkiea huegelii     Aligned with MAFFT
                                            RAXML tree from
Doryphora sassafras
                                            Cipres Sci Gateway
                                            ~40Kbp excluding gaps
quantifying variation
 Map trimmed reads to newly constructed
  references (assembled contigs)
 SNP detection (CLC)
 SNP verification
     •    exploring data
     •    Sanger sequencing


                              Reproduced from Crisp et al. 2004
SNP detection
    Synoum glandulosum (~140Kbp)
             •   SNPs between N and S
                  •    ~1 in 550bp

             •   SNPs within N and S
                  •    N ~1 in 2800bp
                  •    S ~1 in 4500bp



reference
reference
Synoum N
Synoum N S
Synoum S
SNP detection
data mining
 Chloroplast barcoding genes
 Universal cpSSR markers
 Other data BLAST
 The question of coverage




                             Reproduced from Crisp et al. 2004
Citrus
                                                                              Toona
                                                                    Wilkiea
                                                           Daucus
                                                                                      Synoum
                                                                                                                                        Claoxylon


                                                                                                             Doryphora




                                               Gossypium
                                                                                                                         Diploglottis


                                                                                               Pittosporum




                                 Calycanthus
                                                                                                                                                                 Brachychiton
                                                                                                                                                    Cinnamomum
                                                                                                                                                                                rbcL a-f F
                                                                                                                                                                                rbcL a-r R
                                                                                                                                                                                rbcL 1F
                                                                                                                                                                                rbcL 724R
                                                                                                                                                                                accD 1 F
                                                                                                                                                                                accD 2 F
                                                                                                                                                                                accD 3 R
                                                                                                                                                                                accD 4 R
                                                                                                                                                                                matK 2.1 F
                                                                                                                                                                                matK 2.1a F
                                                                                                                                                                                matK X F
                                                                                                                                                                                matK 3.2 R
                                                                                                                                                                                matK 5 R
                                                                                                                                                                                390 F
                                                                                                                                                                                1326 R
                                                                                                                                                                                matK_1F
                                                                                                                                                                                matK_1R
                                                                                                                                                                                matK_2F
                                                                                                                                                                                matK_2R
                                                                                                                                                                                rpoB 1 F
                                                                                                                                                                                rpoB 2 F
                                                                                                                                                                                rpoB 3 R
                                                                                                                                                                                rpoB 4 R
                                                                                                                                                                                rpoC1 1 F
                                                                                                                                                                                rpoC1 2 F
                                                                                                                                                                                rpoC1 3 R
                                                                                                                                                                                rpoC1 4 R
                                                                                                                                                                                ycf5 1 F
                                                                                                                                                                                ycf5 2 F
                                                                                                                                                                                ycf5 3 R
                                                                                                                                                                                ycf5 4 R
                                                                                                                                                                                ndhJ 1 F
                                                                                                                                                                                ndhJ 2 F
                                                                                                                                                                                ndhJ 3 R
                                                                                                                                                                                ndhJ 4 R
                                                                                                                                                                                trnH2 F
                                                                                                                                                                                psbAF R
                                                                                                                                                                                trn H (GUG) F
                                                                                                                                                                                psb A R
                                                                                                                                                                                                choroplast barcoding loci




                                                                                                                                                                                atpF F
                                                                                                                                                                                atpH R
                                                                                                                                                                                psbK R
                                                                                                                                                                                psbI R
                                                                                                                                                                                trnL-c F
                                                                                                                                                                                trnL-d R
                                                                                                                                                                                trnL-e F
                                                                                                                                                                                trnL-f R
                                                                                                                                                                                trnL-g F
Vijayan and Tsou 2010




                                                                                                                                                                                trnL-h R
universal cpSSR primers




                                                                                                                                                                                               ccmp10R
                                                                                                                                                                                     ccmp10F
                            ccmp1R



                                              ccmp2R



                                                                ccmp3R



                                                                                  ccmp4R



                                                                                                    ccmp5R



                                                                                                                      ccmp6R



                                                                                                                                        ccmp7R



                                                                                                                                                          ccmp8R



                                                                                                                                                                            ccmp9R
                   ccmp1F



                                     ccmp2F



                                                       ccmp3F



                                                                         ccmp4F



                                                                                           ccmp5F



                                                                                                             ccmp6F



                                                                                                                               ccmp7F



                                                                                                                                                 ccmp8F



                                                                                                                                                                   ccmp9F
Brachychiton
Cinnamomum
Claoxylon
Diploglottis
Doryphora
Pittosporum
Synoum
Toona
Wilkiea
Daucus
Gossypium
Calycanthus
Citrus         `




                                                                                                             Weising and Gardner 1999
data mining
 26S coverage ~35-300
 Rpb2 only returned when sequence
  available in same family or sister family
  coverage ~3-5
 Resistance genes – good return but
  coverage ~2-10
 Leafy – no returns
                                 Reproduced from Crisp et al. 2004
data mining
 Matches were good
 Seem to be in more conserved bits
 Single copy nuclear genes present but
  low coverage
 Some difficulty retrieving regions
  depending on available data for BLAST

                              Reproduced from Crisp et al. 2004
viability for barcoding
 Large portion of the chloroplast genome
  retrieved and easily assembled even
  without a reference

 Potential for retrieving other regions with
  increased coverage/ carefully designed
  multiplexing


                                 Reproduced from Crisp et al. 2004
to sum up the story so far
   We can assemble large portions of chloroplast
    genomes from whole genomic shotgun
    sequencing even without a reference
   Variation is low and varies from family to
    family
   Single copy nuclear genes present but low
    coverage?
   Is whole/partial chloroplast genome
    sequencing a viable option for barcoding?
                                      Reproduced from Crisp et al. 2004
acknowledgements
 Friends of the Botanic Gardens Trust
 Southern Cross University – Robert
  Henry Nicole Rice Stirling Bowen
 Evolutionary Ecology team at the Royal
  Botanic Gardens Sydney
 Emma McIntosh Alexander Dohms
  Juelian Siow Ashlee Wakefield
                              Reproduced from Crisp et al. 2004

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Hannah McPherson - Plants Plenary

  • 1. Do Next Generation Sequencing approaches provide the answer for DNA barcoding of plants? Hannah McPherson Marlien van der Merwe Paul Rymer Mark Edwards Maurizio Rossetto
  • 2. Landscape-level studies of the Australian flora  Species and population dynamics  Historical and current processes shaping distributions and assemblages of native trees  Using a range of molecular tools, life history traits and modelling Reproduced from Crisp et al. 2004
  • 3. Next generation sequencing  Exploring new molecular tools and approaches  NGS to assemble whole chloroplast genomes  Use of whole chloroplast as a barcode? Reproduced from Crisp et al. 2004
  • 4. Technical approach  Full genome shotgun sequencing  Solexa Illumina platform (7Gb/lane) • 8 labelled paired-end libraries multiplexed in one lane • Sub-sampled data from single lanes  No reference sequence Reproduced from Crisp et al. 2004
  • 5. Sampling  2 locations Nightcap N *  20 rainforest tree species  4 individuals Sydney S * pooled from each species for each site Reproduced from Crisp et al. 2004
  • 6. reality check: sampling from rainforests  Collecting and identifying samples  Preserving leaf material  DNA extraction  9/20 plants successfully sequenced from both North and South Reproduced from Crisp et al. 2004
  • 7. questions  Can we bioinformatically assemble chloroplast genomes from whole genomic shotgun sequencing without a reference?  What levels of variation do we find across a broad range of species/families?  Can we mine the data for non-chloroplast regions too?  Is whole/partial chloroplast genome sequencing a viable option for barcoding? Reproduced from Crisp et al. 2004
  • 8. Angiosperm Phylogeny Model organism tree Atherospermataceae Monimiaceae Lauraceae Proteaceae Euphorbiaceae Urticaeae Malvaceae Sapindaceae, Meliaceae Pittosporaceae From Angiosperm Phylogeny Website http://www.mobot.org/MOBOT/Research/APweb/welcome.html
  • 9. Malvales Brachychiton Malvaceae Gossypium, Theobroma
  • 10. Laurales Calycanthaceae Calycanthus Atherospermataceae Doryphora Monimiaceae Wilkiea Lauraceae Cinnamomum
  • 11. assembling chloroplast genomes  Map trimmed reads to whole cp genome of closest relative available on Genbank (CLC) • Consensus of N & S  De Novo assembly (CLC and Velvet) • N & S separately • Local BLAST / cpDNA genome database  Assemble contigs to N & S reference (Geneious Pro)
  • 13. assembling chloroplast genomes 170000 150000 130000 110000 90000 Toona Doryphora Claoxylon Brachychiton Synoum Pittosporum Cinnamomum Diploglottis Wilkiea Length/closest cpDNA ref Length mapped cpDNA Length assembled contigs
  • 14. NC_008325 Daucus carota Pittosporum multiflorum Toona ciliata Synoum glandulosum NC_008334 Citrus sinensis Diploglottis cunninghamii Brachychiton acerifolius NC_008641 Gossypium barbadense Claoxylon australe NC_010433 Manihot esculenta NC_004993 Calycanthus floridus var. glaucus Cinnamomum oliveri Wilkiea huegelii Aligned with MAFFT RAXML tree from Doryphora sassafras Cipres Sci Gateway ~40Kbp excluding gaps
  • 15. quantifying variation  Map trimmed reads to newly constructed references (assembled contigs)  SNP detection (CLC)  SNP verification • exploring data • Sanger sequencing Reproduced from Crisp et al. 2004
  • 16. SNP detection  Synoum glandulosum (~140Kbp) • SNPs between N and S • ~1 in 550bp • SNPs within N and S • N ~1 in 2800bp • S ~1 in 4500bp reference reference Synoum N Synoum N S Synoum S
  • 18. data mining  Chloroplast barcoding genes  Universal cpSSR markers  Other data BLAST  The question of coverage Reproduced from Crisp et al. 2004
  • 19. Citrus Toona Wilkiea Daucus Synoum Claoxylon Doryphora Gossypium Diploglottis Pittosporum Calycanthus Brachychiton Cinnamomum rbcL a-f F rbcL a-r R rbcL 1F rbcL 724R accD 1 F accD 2 F accD 3 R accD 4 R matK 2.1 F matK 2.1a F matK X F matK 3.2 R matK 5 R 390 F 1326 R matK_1F matK_1R matK_2F matK_2R rpoB 1 F rpoB 2 F rpoB 3 R rpoB 4 R rpoC1 1 F rpoC1 2 F rpoC1 3 R rpoC1 4 R ycf5 1 F ycf5 2 F ycf5 3 R ycf5 4 R ndhJ 1 F ndhJ 2 F ndhJ 3 R ndhJ 4 R trnH2 F psbAF R trn H (GUG) F psb A R choroplast barcoding loci atpF F atpH R psbK R psbI R trnL-c F trnL-d R trnL-e F trnL-f R trnL-g F Vijayan and Tsou 2010 trnL-h R
  • 20. universal cpSSR primers ccmp10R ccmp10F ccmp1R ccmp2R ccmp3R ccmp4R ccmp5R ccmp6R ccmp7R ccmp8R ccmp9R ccmp1F ccmp2F ccmp3F ccmp4F ccmp5F ccmp6F ccmp7F ccmp8F ccmp9F Brachychiton Cinnamomum Claoxylon Diploglottis Doryphora Pittosporum Synoum Toona Wilkiea Daucus Gossypium Calycanthus Citrus ` Weising and Gardner 1999
  • 21. data mining  26S coverage ~35-300  Rpb2 only returned when sequence available in same family or sister family coverage ~3-5  Resistance genes – good return but coverage ~2-10  Leafy – no returns Reproduced from Crisp et al. 2004
  • 22. data mining  Matches were good  Seem to be in more conserved bits  Single copy nuclear genes present but low coverage  Some difficulty retrieving regions depending on available data for BLAST Reproduced from Crisp et al. 2004
  • 23. viability for barcoding  Large portion of the chloroplast genome retrieved and easily assembled even without a reference  Potential for retrieving other regions with increased coverage/ carefully designed multiplexing Reproduced from Crisp et al. 2004
  • 24. to sum up the story so far  We can assemble large portions of chloroplast genomes from whole genomic shotgun sequencing even without a reference  Variation is low and varies from family to family  Single copy nuclear genes present but low coverage?  Is whole/partial chloroplast genome sequencing a viable option for barcoding? Reproduced from Crisp et al. 2004
  • 25. acknowledgements  Friends of the Botanic Gardens Trust  Southern Cross University – Robert Henry Nicole Rice Stirling Bowen  Evolutionary Ecology team at the Royal Botanic Gardens Sydney  Emma McIntosh Alexander Dohms Juelian Siow Ashlee Wakefield Reproduced from Crisp et al. 2004