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DNA methylation as a source of
epigenetic regulation in the Pacific oyster
           (Crassostrea gigas)



                Mackenzie Gavery & Steven Roberts
  University of Washington, School of Aquatic and Fishery Sciences
Outline
 Background
   Epigenetics
   DNA methylation
 Results
  Characterization of DNA
  methylation in Pacific oysters

 Discussion & Future Directions
Background
              color   disease resistance
                                growth




                      TRAITS


                                                       temperature
                                           pathogens
                                                       nutrition




GENES (DNA)
                                              ENVIRONMENT
Background
                       color   disease resistance
                                         growth




                               TRAITS


                                                                temperature
                                                    pathogens
                                                                nutrition
         EPIGENOME
          (DNA methylation)



GENES (DNA)
                                                       ENVIRONMENT
Background
                       color   disease resistance
                                         growth




                               TRAITS


                                                                temperature
                                                    pathogens
                                                                nutrition
         EPIGENOME
          (DNA methylation)



GENES (DNA)
                                                       ENVIRONMENT
TF   X
    C
G                 Gene A
        G
    C

        Me
DNA Methylation
 Invertebrates?
DNA Methylation
 Invertebrates?
   Model invertebrates lack DNA methylation
   Distribution & function unclear
DNA Methylation
 Invertebrates?
   Model invertebrates lack DNA methylation
   Distribution & function unclear

 Objectives:
   Characterize DNA methylation in C. gigas
   Gain an understanding of the functional role
Part 1
Part 1
 Approach
  In silico analysis
  Experimental analysis: MBD-Seq
Measured degree of DNA methylation
                                                                                   (Roberts & Gavery, 2011)
                                                                           Enrichment level in MBD library
                                                                                                                   Part 1: Results




                                                                 CpG O/E
                                      (Gavery & Roberts, 2010)
Predicted degree of DNA methylation
Measured degree of DNA methylation
                                                                                   (Roberts & Gavery, 2011)
                                                                           Enrichment level in MBD library
                                                                                                                   Part 1: Results




                                                                 CpG O/E
                                      (Gavery & Roberts, 2010)
Predicted degree of DNA methylation
Measured degree of DNA methylation
                                                                                   (Roberts & Gavery, 2011)
                                                                           Enrichment level in MBD library
                                                                                                                   Part 1: Results




                                                                 CpG O/E
                                      (Gavery & Roberts, 2010)
Predicted degree of DNA methylation
Measured degree of DNA methylation
                                                                                   (Roberts & Gavery, 2011)
                                                                           Enrichment level in MBD library
                                                                                                                   Part 1: Results




                                                                 CpG O/E
                                      (Gavery & Roberts, 2010)
Predicted degree of DNA methylation
Part 2
Part 2
 Approach
  High-throughput bisulfite sequencing:
    Gill tissue
  Additional resources:
    RNA-seq data: gill tissue (Zhang et al, 2012)




                   genomic DNA
Part 2
 Approach
  High-throughput bisulfite sequencing:
    Gill tissue
  Additional resources:
    RNA-seq data: gill tissue (Zhang et al, 2012)




                   genomic DNA
Part 2: Results
 >250,000 CG dinucleotides
Part 2: Results
 0bp                             200,000bp

     CG


     genes


     exons
         ex


     %methylation
100%

0%


                                scaffold 86
                         (Galaxy Trackster)
Part 2: Results
 0bp                             200,000bp

     CG


     genes


     exons
         ex


     %methylation
100%

0%


                                scaffold 86
                         (Galaxy Trackster)
Part 2: Results
 0bp                             200,000bp

     CG


     genes


     exons
         ex


     %methylation
100%

0%


                                scaffold 86
                         (Galaxy Trackster)
Part 2: Results
 0bp                             200,000bp

     CG


     genes


     exons
         ex


     %methylation
100%

0%


                                scaffold 86
                         (Galaxy Trackster)
Part 2: Results
 Distribution in genomic elements
Part 2: Results
 Distribution in genomic elements



                       exon
                       17%


                                unannotated
                                   48%

                   intron
                    35%
Part 2: Results
 Relationship with expression
Part 2: Results
 Relationship with expression
   DNA methylation/gene




                          Gene expression (Deciles)


                                        RNA-Seq data (Zhang et al., 2012)
Part 3
Part 3
 Approach:
   High-throughput bisulfite sequencing:
     Gill tissue
Part 3
 Approach:
   High-throughput bisulfite sequencing:
     Gill tissue
     Male gamete (sperm) tissue
0bp
      Part 3: Results   6,000bp

CG


genes

%methylation: gill


%methylation: sperm
0bp
      Part 3: Results   6,000bp

CG


genes

%methylation: gill


%methylation: sperm
0bp
      Part 3: Results   6,000bp

CG


genes

%methylation: gill


%methylation: sperm
Part 3: Results
 Identify differentially methylated regions (DMR)
Part 3: Results
 Identify differentially methylated regions (DMR)
   100bp windows
   DMR >75% difference between tissues
Part 3: Results
 >200,000 regions were evaluated
Part 3: Results
 >200,000 regions were evaluated

                   DMR
                    7%




              methylation
             same across
               tissues
                 93%
Part 3: Results
 >200,000 regions were evaluated
                               half of DMR in gene
                   DMR
                                    bodies
                    7%
                               genes with DMR had
                                    significantly less
                                    methylation


              methylation
             same across
               tissues
                 93%
Summary
Summary
          methylated   unmethylated
Summary
                 methylated   unmethylated


Gene function:
Summary
                 methylated     unmethylated


Gene function:   housekeeping   inducible
Summary
                 methylated     unmethylated


Gene function:   housekeeping   inducible

   Expression:
Summary
                 methylated     unmethylated


Gene function:   housekeeping   inducible

   Expression:   high           low
Summary
                  methylated     unmethylated


Gene function:    housekeeping   inducible

   Expression:    high           low

Tissue specific
   methylation:
Summary
                  methylated       unmethylated


Gene function:    housekeeping     inducible

   Expression:    high             low

Tissue specific   conserved
                                   tissue specific
   methylation:   across tissues
Summary
                        methylated   unmethylated


Gene function:      housekeeping     inducible

   Expression:      high             low

Tissue specific     conserved
                                     tissue specific
   methylation:     across tissues

 Role of methylation
          in introns:
Summary
                        methylated        unmethylated


Gene function:      housekeeping           inducible

   Expression:      high                   low

Tissue specific     conserved
                                           tissue specific
   methylation:     across tissues

 Role of methylation                 unknown
          in introns:
Summary
                        methylated        unmethylated


Gene function:      housekeeping           inducible

   Expression:      high                   low

Tissue specific     conserved
                                           tissue specific
   methylation:     across tissues

 Role of methylation                 unknown
          in introns:

Role of methylation in
  inter-genic regions:
Summary
                        methylated        unmethylated


Gene function:      housekeeping           inducible

   Expression:      high                   low

Tissue specific     conserved
                                           tissue specific
   methylation:     across tissues

 Role of methylation                 unknown
          in introns:

Role of methylation in               unknown
  inter-genic regions:
Next Steps
Next Steps
 Explore relationships between DNA methylation and
  alternative splicing
 Annotate intergenic regions of the C. gigas genome




            EPIGENOME
            (DNA methylation)


    GENES (DNA)
Conclusions




        EPIGENOME
        (DNA methylation)


 GENES (DNA)
Conclusions
                     color   disease resistance
                                       growth




                             TRAITS


                                                              temperature
                                                  pathogens
                                                              nutrition
        EPIGENOME
        (DNA methylation)


 GENES (DNA)
                                                     ENVIRONMENT
Acknowledgements
  Roberts Lab:
   Samuel White
   Caroline Storer
   Emma Timmins-Schiffman
   Claire Ellis
   Lisa Crosson
  Taylor Shellfish:
   Jonathan Davis
   Molly Jackson

                  email: mgavery@uw.edu
         website: students.washington.edu/mgavery

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Aquaculture 2013, Nashville TN

  • 1. DNA methylation as a source of epigenetic regulation in the Pacific oyster (Crassostrea gigas) Mackenzie Gavery & Steven Roberts University of Washington, School of Aquatic and Fishery Sciences
  • 2. Outline  Background  Epigenetics  DNA methylation  Results Characterization of DNA methylation in Pacific oysters  Discussion & Future Directions
  • 3. Background color disease resistance growth TRAITS temperature pathogens nutrition GENES (DNA) ENVIRONMENT
  • 4. Background color disease resistance growth TRAITS temperature pathogens nutrition EPIGENOME (DNA methylation) GENES (DNA) ENVIRONMENT
  • 5. Background color disease resistance growth TRAITS temperature pathogens nutrition EPIGENOME (DNA methylation) GENES (DNA) ENVIRONMENT
  • 6. TF X C G Gene A G C Me
  • 8. DNA Methylation  Invertebrates?  Model invertebrates lack DNA methylation  Distribution & function unclear
  • 9. DNA Methylation  Invertebrates?  Model invertebrates lack DNA methylation  Distribution & function unclear  Objectives:  Characterize DNA methylation in C. gigas  Gain an understanding of the functional role
  • 11. Part 1  Approach  In silico analysis  Experimental analysis: MBD-Seq
  • 12. Measured degree of DNA methylation (Roberts & Gavery, 2011) Enrichment level in MBD library Part 1: Results CpG O/E (Gavery & Roberts, 2010) Predicted degree of DNA methylation
  • 13. Measured degree of DNA methylation (Roberts & Gavery, 2011) Enrichment level in MBD library Part 1: Results CpG O/E (Gavery & Roberts, 2010) Predicted degree of DNA methylation
  • 14. Measured degree of DNA methylation (Roberts & Gavery, 2011) Enrichment level in MBD library Part 1: Results CpG O/E (Gavery & Roberts, 2010) Predicted degree of DNA methylation
  • 15. Measured degree of DNA methylation (Roberts & Gavery, 2011) Enrichment level in MBD library Part 1: Results CpG O/E (Gavery & Roberts, 2010) Predicted degree of DNA methylation
  • 17. Part 2  Approach  High-throughput bisulfite sequencing:  Gill tissue  Additional resources:  RNA-seq data: gill tissue (Zhang et al, 2012) genomic DNA
  • 18. Part 2  Approach  High-throughput bisulfite sequencing:  Gill tissue  Additional resources:  RNA-seq data: gill tissue (Zhang et al, 2012) genomic DNA
  • 19. Part 2: Results  >250,000 CG dinucleotides
  • 20. Part 2: Results 0bp 200,000bp CG genes exons ex %methylation 100% 0% scaffold 86 (Galaxy Trackster)
  • 21. Part 2: Results 0bp 200,000bp CG genes exons ex %methylation 100% 0% scaffold 86 (Galaxy Trackster)
  • 22. Part 2: Results 0bp 200,000bp CG genes exons ex %methylation 100% 0% scaffold 86 (Galaxy Trackster)
  • 23. Part 2: Results 0bp 200,000bp CG genes exons ex %methylation 100% 0% scaffold 86 (Galaxy Trackster)
  • 24. Part 2: Results  Distribution in genomic elements
  • 25. Part 2: Results  Distribution in genomic elements exon 17% unannotated 48% intron 35%
  • 26. Part 2: Results  Relationship with expression
  • 27. Part 2: Results  Relationship with expression DNA methylation/gene Gene expression (Deciles) RNA-Seq data (Zhang et al., 2012)
  • 29. Part 3  Approach:  High-throughput bisulfite sequencing:  Gill tissue
  • 30. Part 3  Approach:  High-throughput bisulfite sequencing:  Gill tissue  Male gamete (sperm) tissue
  • 31. 0bp Part 3: Results 6,000bp CG genes %methylation: gill %methylation: sperm
  • 32. 0bp Part 3: Results 6,000bp CG genes %methylation: gill %methylation: sperm
  • 33. 0bp Part 3: Results 6,000bp CG genes %methylation: gill %methylation: sperm
  • 34. Part 3: Results  Identify differentially methylated regions (DMR)
  • 35. Part 3: Results  Identify differentially methylated regions (DMR)  100bp windows  DMR >75% difference between tissues
  • 36. Part 3: Results  >200,000 regions were evaluated
  • 37. Part 3: Results  >200,000 regions were evaluated DMR 7% methylation same across tissues 93%
  • 38. Part 3: Results  >200,000 regions were evaluated  half of DMR in gene DMR bodies 7%  genes with DMR had significantly less methylation methylation same across tissues 93%
  • 40. Summary methylated unmethylated
  • 41. Summary methylated unmethylated Gene function:
  • 42. Summary methylated unmethylated Gene function: housekeeping inducible
  • 43. Summary methylated unmethylated Gene function: housekeeping inducible Expression:
  • 44. Summary methylated unmethylated Gene function: housekeeping inducible Expression: high low
  • 45. Summary methylated unmethylated Gene function: housekeeping inducible Expression: high low Tissue specific methylation:
  • 46. Summary methylated unmethylated Gene function: housekeeping inducible Expression: high low Tissue specific conserved tissue specific methylation: across tissues
  • 47. Summary methylated unmethylated Gene function: housekeeping inducible Expression: high low Tissue specific conserved tissue specific methylation: across tissues Role of methylation in introns:
  • 48. Summary methylated unmethylated Gene function: housekeeping inducible Expression: high low Tissue specific conserved tissue specific methylation: across tissues Role of methylation unknown in introns:
  • 49. Summary methylated unmethylated Gene function: housekeeping inducible Expression: high low Tissue specific conserved tissue specific methylation: across tissues Role of methylation unknown in introns: Role of methylation in inter-genic regions:
  • 50. Summary methylated unmethylated Gene function: housekeeping inducible Expression: high low Tissue specific conserved tissue specific methylation: across tissues Role of methylation unknown in introns: Role of methylation in unknown inter-genic regions:
  • 52. Next Steps  Explore relationships between DNA methylation and alternative splicing  Annotate intergenic regions of the C. gigas genome EPIGENOME (DNA methylation) GENES (DNA)
  • 53. Conclusions EPIGENOME (DNA methylation) GENES (DNA)
  • 54. Conclusions color disease resistance growth TRAITS temperature pathogens nutrition EPIGENOME (DNA methylation) GENES (DNA) ENVIRONMENT
  • 55. Acknowledgements  Roberts Lab: Samuel White Caroline Storer Emma Timmins-Schiffman Claire Ellis Lisa Crosson  Taylor Shellfish: Jonathan Davis Molly Jackson email: mgavery@uw.edu website: students.washington.edu/mgavery