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Introduction

• Potato is …
    –   Occupies a wide eco-geographical range
    –   Unique food crop in producing stolons
    –   Important dietary source
    –   Narrow genetic base from limited germplasm introduction
    –   Inbreeding depression, pests and pathogens (The Irish potato famine)
    –   Elusive evolutionary and developmental mechanisms


• Potato is easy to eat, but difficult to study
    – Autotetraploid (2n = 4x = 48) and high heterozygosity
    – Barrier to potato improvement using classical breeding approaches


• Potato genome sequencing project
    – Advance in breeding
Genome sequence

• Genotype




   – Phureja DM1-3 516 R44 (DM)
      • Diploid homozygote (derived from a primitive South American cultivar)


   – Tuberosum RH89-039-16 (RH)
      • Diploid heterozygote (resembles commercially cultivated tetraploid potato)
Genome sequence
Genome sequence (DM)

• DM genome Illumina data per insert size (26 libraries)




• Assembly statistics (443 superscaffolds >= 349 Kb)
Genome sequence (DM)

• Scaffold size
Assembly quality assessment

• Nucleotide alignments (Superscaffold and 10 BACs)
Genome sequence (RH)

• RH genome Illumina data per insert size




• RH genome 454 data per insert size
Genome annotation


• Identification of repetitive sequences
   – Transposable elements (TEs) identification

   – TEs were identified at the DNA and protein level
       • DNA: RepeatMasker + Repbase

       • Protein: RepeatProteinMask + WuBlastX + TE protein DB

   – Potato repeat database construction
Genome annotation

• Gene prediction
Genome annotation

• Paralogous and orthologous clusters were identified using
  OrthoMCL using the predicted proteomes of 11 plant species
Genome annotation

• Identification of disease resistance genes
   – Pfam
       • NBS (NB-ARC)
       • TIR
       • LRR
   – DM assembly were screened using HMMER against Pfam database
Transcriptome sequence


• RNA-Seq
   – To aid annotation and address a series of biological question

   – Different stages/tissues/treatments (leaves, roots, flower, stolon, biotic,
     abiotic)

   – 32 DM and 16 RH libraries; 31.5 Gb

• Mapping (against the DM genome sequence)
   – 90.2% of DM reads

   – 88.6% of RH reads
Transcriptome sequence

• Gene expression
Conclusion


• Genome sequence of a unique doubled-monoploid potato clone
   – Overcome the problems associated with genome assembly due to
     high levels of heterozygosity

   – A high-quality draft potato genome sequence

   – New insights into eudicot genome evolution

• Combination of data from the RH
   – Underlie inbreeding depression

• The potato genome provides a new resource for use in breeding

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Potato genome sequence paper

  • 2. Introduction • Potato is … – Occupies a wide eco-geographical range – Unique food crop in producing stolons – Important dietary source – Narrow genetic base from limited germplasm introduction – Inbreeding depression, pests and pathogens (The Irish potato famine) – Elusive evolutionary and developmental mechanisms • Potato is easy to eat, but difficult to study – Autotetraploid (2n = 4x = 48) and high heterozygosity – Barrier to potato improvement using classical breeding approaches • Potato genome sequencing project – Advance in breeding
  • 3. Genome sequence • Genotype – Phureja DM1-3 516 R44 (DM) • Diploid homozygote (derived from a primitive South American cultivar) – Tuberosum RH89-039-16 (RH) • Diploid heterozygote (resembles commercially cultivated tetraploid potato)
  • 5. Genome sequence (DM) • DM genome Illumina data per insert size (26 libraries) • Assembly statistics (443 superscaffolds >= 349 Kb)
  • 6. Genome sequence (DM) • Scaffold size
  • 7. Assembly quality assessment • Nucleotide alignments (Superscaffold and 10 BACs)
  • 8. Genome sequence (RH) • RH genome Illumina data per insert size • RH genome 454 data per insert size
  • 9. Genome annotation • Identification of repetitive sequences – Transposable elements (TEs) identification – TEs were identified at the DNA and protein level • DNA: RepeatMasker + Repbase • Protein: RepeatProteinMask + WuBlastX + TE protein DB – Potato repeat database construction
  • 11. Genome annotation • Paralogous and orthologous clusters were identified using OrthoMCL using the predicted proteomes of 11 plant species
  • 12. Genome annotation • Identification of disease resistance genes – Pfam • NBS (NB-ARC) • TIR • LRR – DM assembly were screened using HMMER against Pfam database
  • 13. Transcriptome sequence • RNA-Seq – To aid annotation and address a series of biological question – Different stages/tissues/treatments (leaves, roots, flower, stolon, biotic, abiotic) – 32 DM and 16 RH libraries; 31.5 Gb • Mapping (against the DM genome sequence) – 90.2% of DM reads – 88.6% of RH reads
  • 15. Conclusion • Genome sequence of a unique doubled-monoploid potato clone – Overcome the problems associated with genome assembly due to high levels of heterozygosity – A high-quality draft potato genome sequence – New insights into eudicot genome evolution • Combination of data from the RH – Underlie inbreeding depression • The potato genome provides a new resource for use in breeding