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The 4R Genome DuplicationThe 4R Genome Duplication
in Salmonine Fishes:in Salmonine Fishes:
Insights from ConservedInsights from Conserved
Non-Coding ElementsNon-Coding Elements
by Aníbal H. Castilloby Aníbal H. Castillo
February 5th, 2008February 5th, 2008
Outline-
•Introduction
•Polyploidy
•Salmonids: a recently polyploid taxon
•How to study polyploidy
•CNEs: a potential tool for studying genome evolution
•Hypotheses & predictions
•Methods
•Marker development
•Phylogenetic analyses
•Molecular clock
•Results and Discussion
•Phylogeny and 4R
•Dating 4R
•Salmoninae phylogeny
•Gene duplications and polyploidization
events are important in the evolution of
vertebrates (Ohno 1970; 1999)
•Recent outburst of genomic data provides an
opportunity for innovative testing of established
hypotheses
•Potential to extend new resources to organisms
of biological but non-commercial interest
Introduction- Polyploidy
•Common in plants, fungi and animals
•Among vertebrates, fishes, reptiles and
amphibians
• Within fishes:
•non-teleosts: paddlefish, sturgeon and
spotted gar
•teleosts: carps and Salmonids
Introduction- Polyploid taxa
Introduction
-
Modified fromModified from
Froschauer et al. 2006Froschauer et al. 2006
4R4R
MedakaMedaka
PlatyfishPlatyfish
PufferfishPufferfish
CichlidsCichlids
TilapiaTilapia
SticklebackStickleback
SalmonidsSalmonids
3R3R
2R2R
1R1R
CatfishCatfish
ZebrafishZebrafish
SturgeonsSturgeons
TeleostsTeleosts
TetrapodsTetrapods
OutgroupOutgroup
Cartilaginous fishCartilaginous fish
Jawless fishJawless fish
Lobe finned fishLobe finned fish
BichirBichir
BowfinBowfin
EelEel
Ray finned fishRay finned fish
450 MYA450 MYA
Whole Genome
Duplications in
Vertebrates
Introduction- Approaches to WGDs
•Genomic approaches:
•chromosomal and genome evolution,
•gene regulation
•genetic architecture of phenotypic
variation
• Patterns of gene and genome duplications:
•how many duplication events
•when they occurred
•mechanisms behind these events
•Individual genes, chromosome segments,
entire chromosomes and finally entire
genomes
•The most rigorous way of testing genome
doublings is identifying paralogous
chromosomal regions or block duplications
•Once multiple conserved syntenic blocks
are identified, a WGD can be inferred
Introduction- Approaches to WGDs
•Require a map-based dataset with the position
of markers in the species’ genome
•Substantial effort added for each species
included
•Inherently expensive
Introduction- Limitations of usual approaches
Introduction- WGD can also be studied through
a phylogenetic approach
WGD event
time
duplicated
genes
outgroup
Sp. A
Sp. B
Sp. C
Sp. D
Sp. A
Sp. B
Sp. C
Sp. D
Sp. D
time
Individual
duplication events
outgroup
duplicated
genes
Sp. A
Sp. A
Sp. B
Sp. B
Sp. C
Sp. C
Sp. D
Modified from
Froschauer et al. 2006 Mammals
Fishes
Fishes b
Fishes a
Fishes a
Fishes b
Fishes a
Fishes b
Mammals
Mammals
Birds
Mammals
Birds
Outgroup
Introduction-
WGD pattern
in Vertebrates
Introduction-
-Ancestrally tetraploid
-Monophyletic; Phylogeny unresolved
-Intermediate development as a genomic model
-Genetic maps
-Sequencing projects (O. mykiss & S. salar)
Subfamily Salmoninae, family Salmonidae
Rainbow troutRainbow trout
OncorhynchusOncorhynchus mykissmykiss
Atlantic salmonAtlantic salmon
Salmo salarSalmo salar
www.lofotakvariet.nowww.lofotakvariet.no
Arctic charrArctic charr
Salvelinus alpinusSalvelinus alpinus
www.fishbase.orgwww.fishbase.org www.fishbase.orgwww.fishbase.org
Introduction
-
Modified fromModified from
Froschauer et al. 2006Froschauer et al. 2006
4R4R
MedakaMedaka
PlatyfishPlatyfish
PufferfishPufferfish
CichlidsCichlids
TilapiaTilapia
SticklebackStickleback
SalmonidsSalmonids
3R3R
2R2R
1R1R
CatfishCatfish
ZebrafishZebrafish
SturgeonsSturgeons
TeleostsTeleosts
TetrapodsTetrapods
OutgroupOutgroup
Cartilaginous fishCartilaginous fish
Jawless fishJawless fish
Lobe finned fishLobe finned fish
BichirBichir
BowfinBowfin
EelEel
Ray finned fishRay finned fish
450 MYA450 MYA
Whole Genome
Duplications in
Vertebrates-
4R
•Comparing the genome of humans and
Japanese pufferfish (Fugu rubripes), 1373
CNEs were identified
•~90% conserved
•Average of 199bp, maximum length of 736bp
•Occur throughout the human genome;
regulating developmental genes
•Unique to vertebrates
Introduction- Conserved Non-coding Elements,
CNEs (Woolfe et al. 2005)
•CNEs in Salmonids
•Evolution of CNEs
•Relative importance of 4R vs. other
processes
•Potentially useful via both mapping and
phylogenetic approaches
•Test CNEs in Salmonids  application to non-
classic organisms:
• e.g., South American rodents, Xenopus sp.
Introduction- CNEs: a tool to study genome
evolution
Hypotheses:
1. Members of a CNE family will show a
symmetric phylogeny consistent with the 4R
hypothesis in Salmonid fishes
2. The date of inferred CNE duplications will be
consistent with the range of 25-100Mya
(Allendorf & Thorgaard 1984)
3. Salmoninae phylogeny: are Oncorhynchus
and Salvelinus sister groups? Crespi &
Fulton (2003)
Introduction-
-Members of a CNE family will show a
symmetric phylogeny consistent with the 4R
hypothesis in Salmonid fishes
time
WGD
CNE
duplicate I
CNE
duplicate II
Sp. A
Sp. A
Sp. B
Sp. B
Sp. C
Sp. C
Outgroup
Hypothesis 1- Prediction
-The date of inferred CNE duplications will be
consistent with the range of 25-100Mya
(Allendorf & Thorgaard 1984)
time
25-100Mya
I
II
Hypothesis 2- Prediction
-Salmoninae phylogeny: are Oncorhynchus
and Salvelinus sister groups? Crespi & Fulton
(2003)
Hypothesis 3- Prediction
Salvelinus
Salmo
Outgroup
Salvelinus
Salmo
Oncorhynchus
Outgroup
Oncorhynchus
Methods- Marker development
•Conservation
•Polymorphism
PCR
amplification,
cloning and
sequencing
Alleles
CNE 1 CNE 2
reverse
primer
forward
primer•6 pairs of CNEs
• Tree building
• Bayesian analyses
• Maximum Likelihood
• Maximum Parsimony
• Model selection
• Bayesian Information Criterion
• Akaike Information Criterion
• Likelihood Ratio Test
Methods- Phylogenetic analyses
•Strict and relaxed clocks
•Calibration points:
•Oncorhynchus fossils 6MY
•Salmonine fossils 20MY
Methods- Molecular clock
time
I
II
Results- 1. CNE7060-7061 phylogeny- 4R
Interpretation:
•Basal bifurcation
•Strong statistical
support
1.001.00
1.001.00
1.001.00
0.940.94
1.001.00
0.970.97
1.001.00
1.001.00
0.980.98
1.001.00
1.001.00
1.00
RT = Rainbow trout
(Oncorhynchus mykiss)
AS = Atlantic salmon
(Salmo salar)
AC = Arctic charr
(Salvelinus alpinus)
Results- 1. WGD pattern
WGD event
time
duplicated
genes
outgroup
Sp. A
Sp. B
Sp. C
Sp. D
Sp. A
Sp. B
Sp. C
Sp. D
Sp. D
time
Individual
duplication events
outgroup
duplicated
genes
Sp. A
Sp. A
Sp. B
Sp. B
Sp. C
Sp. C
Sp. D
1.001.00
1.001.00
1.001.00
1.001.00
0.910.91
1.001.00
1.001.00
1.001.00
0.970.97
0.960.96
0.980.98
0.750.75
0.990.99
0.960.96
1.001.00
1.001.00
1.001.00
Results- 1. CNE6820-6816 and CNE7061-7063
0.960.96
1.001.00
0.990.99
0.860.86
1.001.00
1.001.00
1.001.00
0.690.69
0.650.65
0.550.55
0.840.84
1.001.00
0.680.68
Results- 1. CNE6699-6700 phylogeny- 4R
Interpretation:
•Basal polytomy
•Moderate
statistical support
0.530.53
0.560.56
1.001.00
0.540.54
1.001.00
0.990.99
0.950.95
1.001.00
1.001.00
0.540.54
1.001.00
1.001.00
0.580.58
0.530.53
0.780.78
0.970.97
0.760.76
Results- 1. CNE6700-6697 and CNE6739-6741
•Three markers had signal at the 4R level
•Basal bifurcation with symmetric topology
consistent with the 4R hypothesis
•Three markers had no signal; these do not
refute 4R hypothesis
•Suggestive evidence that one duplicate from
CNE7061-7063 was lost in Atlantic salmon
Discussion- 1. Phylogeny at the 4R level
6 Mya
20 Mya
38 - 47 Mya
20 Mya
Oncorhynchu
s
Salvelinus + Salmo
Subfamily
Salmoninae
CNE duplicate I
Subfamily
Salmoninae
CNE duplicate II
Oncorhynchus +
Salvelinus + Salmo
47
43
38
Mean
strict
relaxed
relaxed
Clock type
CNE6820-6816
CNE7061-7063
CNE7060-7061
Results- 2. Dating 4R
•Stochastic nature of the molecular clock
•Uncertainty of the assigned fossil dates and
classification
•The correspondence between fossils and
nodes in the tree
•Only the subfamily Salmoninae is included;
including more subfamilies within Salmonidae
(e.g., Thymallinae) would yield more robust
results
Discussion- 2. Molecular clock- Uncertainties…
•First estimates for the date of the 4R since
Allendorf & Thorgaard (1984)
•First ones ever based on nucleotide sequence
data
•Narrower estimate of the date of the 4R,
38Mya to 47Mya
Discussion- 2. Molecular clock
Results- 3. Salmonine phylogeny: CNE7060-7061
OncorhynchusOncorhynchus
I- and
SalmoSalmo
OncorhynchusOncorhynchus
II- and
SalvelinusSalvelinus
1.001.00
1.001.00
1.001.00
0.940.94
1.001.00
0.970.97
1.001.00
1.001.00
0.980.98
1.001.00
1.001.00
1.00
OncorhynchusOncorhynchus
OncorhynchusOncorhynchus
OncorhynchusOncorhynchus
OncorhynchusOncorhynchus
SalvelinusSalvelinus
SalvelinusSalvelinus
SalvelinusSalvelinus
OncorhynchusOncorhynchus
SalmoSalmo
SalmoSalmo
SalmoSalmo
SalmoSalmo
SalvelinusSalvelinus
SalvelinusSalvelinus
SalvelinusSalvelinus
SalvelinusSalvelinus
OncorhynchusOncorhynchus
OncorhynchusOncorhynchus
OncorhynchusOncorhynchus
SalmoSalmo
SalmoSalmo
SalmoSalmo
SalmoSalmo
SalmoSalmo
SalvelinusSalvelinus
Results- 3. Salmonine phylogeny: CNE6820-6816
0.970.97
0.960.96
0.980.98
0.750.75
0.990.99
0.960.96
1.001.00
1.001.00
1.001.00
OncorhynchusOncorhynchus
OncorhynchusOncorhynchus
OncorhynchusOncorhynchus
OncorhynchusOncorhynchus
SalmoSalmo
SalmoSalmo
SalmoSalmo
SalvelinusSalvelinus
SalvelinusSalvelinus
SalmoSalmo
SalmoSalmo
SalvelinusSalvelinus
SalvelinusSalvelinus
SalvelinusSalvelinus
OncorhynchusOncorhynchus
SalmoSalmo
and
SalvelinusSalvelinus
Discussion- 3. Salmonine phylogeny
•No conclusive evidence supporting a sister
relationship between Oncorhynchus and
Salvelinus
•Duplicates within one locus support alternative
phylogenies
•One locus suggests a sister relationship
between Salmo and Salvelinus, never reported
before
•Hard polytomy, reticulation
•Phylogeny showing a basal bifurcation and
symmetric topology in some CNE pairs,
consistent with 4R
•The estimated date of CNE duplication is
consistent with the reported range of 25-
100Mya
•However, the phylogenetic relationships
within Salmoninae remain unresolved
•CNEs are a suitable tool for preliminary
approaches to the study of Whole Genome
Duplications
Conclusions-
Acknowledgements-
•My advisors, Dr. Moira M. Ferguson and Dr. Roy G.
Danzmann
•Past and current lab members, specially Hooman,
Janet and Michael
•From my advisory committee: Dr. T. Ryan Gregory
•From my examination committee: Dr. J. Ballantyne
and Dr. R. Hanner
•Dr. Tom Nudds
•Members of the honourable Zoology House, John
Urquhart, Joe Crowley, Emilia Argue, Han Xu, Renji
Lu, Jackie Porter, Alison Fischer and Liyan Qing
•Derek Wong, Dan Noble, Vitali Rosen, Momina Mir
and last but not least, Jessica-Margaret Paige
Atlantic salmonAtlantic salmon
www.fishbase.orgwww.fishbase.org
Questions?
www.fhwa.dot.govwww.fhwa.dot.gov
Atlantic salmonAtlantic salmon
www.lofotakvariet.nowww.lofotakvariet.no
Arctic charrArctic charr Rainbow troutRainbow trout
www.fishbase.orgwww.fishbase.org
englishriverwebsite.comenglishriverwebsite.com
Rainbow troutRainbow trout
www.altosarca.itwww.altosarca.it
Arctic charrArctic charr

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Masters thesis presentation

  • 1. The 4R Genome DuplicationThe 4R Genome Duplication in Salmonine Fishes:in Salmonine Fishes: Insights from ConservedInsights from Conserved Non-Coding ElementsNon-Coding Elements by Aníbal H. Castilloby Aníbal H. Castillo February 5th, 2008February 5th, 2008
  • 2. Outline- •Introduction •Polyploidy •Salmonids: a recently polyploid taxon •How to study polyploidy •CNEs: a potential tool for studying genome evolution •Hypotheses & predictions •Methods •Marker development •Phylogenetic analyses •Molecular clock •Results and Discussion •Phylogeny and 4R •Dating 4R •Salmoninae phylogeny
  • 3. •Gene duplications and polyploidization events are important in the evolution of vertebrates (Ohno 1970; 1999) •Recent outburst of genomic data provides an opportunity for innovative testing of established hypotheses •Potential to extend new resources to organisms of biological but non-commercial interest Introduction- Polyploidy
  • 4. •Common in plants, fungi and animals •Among vertebrates, fishes, reptiles and amphibians • Within fishes: •non-teleosts: paddlefish, sturgeon and spotted gar •teleosts: carps and Salmonids Introduction- Polyploid taxa
  • 5. Introduction - Modified fromModified from Froschauer et al. 2006Froschauer et al. 2006 4R4R MedakaMedaka PlatyfishPlatyfish PufferfishPufferfish CichlidsCichlids TilapiaTilapia SticklebackStickleback SalmonidsSalmonids 3R3R 2R2R 1R1R CatfishCatfish ZebrafishZebrafish SturgeonsSturgeons TeleostsTeleosts TetrapodsTetrapods OutgroupOutgroup Cartilaginous fishCartilaginous fish Jawless fishJawless fish Lobe finned fishLobe finned fish BichirBichir BowfinBowfin EelEel Ray finned fishRay finned fish 450 MYA450 MYA Whole Genome Duplications in Vertebrates
  • 6. Introduction- Approaches to WGDs •Genomic approaches: •chromosomal and genome evolution, •gene regulation •genetic architecture of phenotypic variation • Patterns of gene and genome duplications: •how many duplication events •when they occurred •mechanisms behind these events
  • 7. •Individual genes, chromosome segments, entire chromosomes and finally entire genomes •The most rigorous way of testing genome doublings is identifying paralogous chromosomal regions or block duplications •Once multiple conserved syntenic blocks are identified, a WGD can be inferred Introduction- Approaches to WGDs
  • 8. •Require a map-based dataset with the position of markers in the species’ genome •Substantial effort added for each species included •Inherently expensive Introduction- Limitations of usual approaches
  • 9. Introduction- WGD can also be studied through a phylogenetic approach WGD event time duplicated genes outgroup Sp. A Sp. B Sp. C Sp. D Sp. A Sp. B Sp. C Sp. D Sp. D time Individual duplication events outgroup duplicated genes Sp. A Sp. A Sp. B Sp. B Sp. C Sp. C Sp. D
  • 10. Modified from Froschauer et al. 2006 Mammals Fishes Fishes b Fishes a Fishes a Fishes b Fishes a Fishes b Mammals Mammals Birds Mammals Birds Outgroup Introduction- WGD pattern in Vertebrates
  • 11. Introduction- -Ancestrally tetraploid -Monophyletic; Phylogeny unresolved -Intermediate development as a genomic model -Genetic maps -Sequencing projects (O. mykiss & S. salar) Subfamily Salmoninae, family Salmonidae Rainbow troutRainbow trout OncorhynchusOncorhynchus mykissmykiss Atlantic salmonAtlantic salmon Salmo salarSalmo salar www.lofotakvariet.nowww.lofotakvariet.no Arctic charrArctic charr Salvelinus alpinusSalvelinus alpinus www.fishbase.orgwww.fishbase.org www.fishbase.orgwww.fishbase.org
  • 12. Introduction - Modified fromModified from Froschauer et al. 2006Froschauer et al. 2006 4R4R MedakaMedaka PlatyfishPlatyfish PufferfishPufferfish CichlidsCichlids TilapiaTilapia SticklebackStickleback SalmonidsSalmonids 3R3R 2R2R 1R1R CatfishCatfish ZebrafishZebrafish SturgeonsSturgeons TeleostsTeleosts TetrapodsTetrapods OutgroupOutgroup Cartilaginous fishCartilaginous fish Jawless fishJawless fish Lobe finned fishLobe finned fish BichirBichir BowfinBowfin EelEel Ray finned fishRay finned fish 450 MYA450 MYA Whole Genome Duplications in Vertebrates- 4R
  • 13. •Comparing the genome of humans and Japanese pufferfish (Fugu rubripes), 1373 CNEs were identified •~90% conserved •Average of 199bp, maximum length of 736bp •Occur throughout the human genome; regulating developmental genes •Unique to vertebrates Introduction- Conserved Non-coding Elements, CNEs (Woolfe et al. 2005)
  • 14. •CNEs in Salmonids •Evolution of CNEs •Relative importance of 4R vs. other processes •Potentially useful via both mapping and phylogenetic approaches •Test CNEs in Salmonids  application to non- classic organisms: • e.g., South American rodents, Xenopus sp. Introduction- CNEs: a tool to study genome evolution
  • 15. Hypotheses: 1. Members of a CNE family will show a symmetric phylogeny consistent with the 4R hypothesis in Salmonid fishes 2. The date of inferred CNE duplications will be consistent with the range of 25-100Mya (Allendorf & Thorgaard 1984) 3. Salmoninae phylogeny: are Oncorhynchus and Salvelinus sister groups? Crespi & Fulton (2003) Introduction-
  • 16. -Members of a CNE family will show a symmetric phylogeny consistent with the 4R hypothesis in Salmonid fishes time WGD CNE duplicate I CNE duplicate II Sp. A Sp. A Sp. B Sp. B Sp. C Sp. C Outgroup Hypothesis 1- Prediction
  • 17. -The date of inferred CNE duplications will be consistent with the range of 25-100Mya (Allendorf & Thorgaard 1984) time 25-100Mya I II Hypothesis 2- Prediction
  • 18. -Salmoninae phylogeny: are Oncorhynchus and Salvelinus sister groups? Crespi & Fulton (2003) Hypothesis 3- Prediction Salvelinus Salmo Outgroup Salvelinus Salmo Oncorhynchus Outgroup Oncorhynchus
  • 19. Methods- Marker development •Conservation •Polymorphism PCR amplification, cloning and sequencing Alleles CNE 1 CNE 2 reverse primer forward primer•6 pairs of CNEs
  • 20. • Tree building • Bayesian analyses • Maximum Likelihood • Maximum Parsimony • Model selection • Bayesian Information Criterion • Akaike Information Criterion • Likelihood Ratio Test Methods- Phylogenetic analyses
  • 21. •Strict and relaxed clocks •Calibration points: •Oncorhynchus fossils 6MY •Salmonine fossils 20MY Methods- Molecular clock time I II
  • 22. Results- 1. CNE7060-7061 phylogeny- 4R Interpretation: •Basal bifurcation •Strong statistical support 1.001.00 1.001.00 1.001.00 0.940.94 1.001.00 0.970.97 1.001.00 1.001.00 0.980.98 1.001.00 1.001.00 1.00 RT = Rainbow trout (Oncorhynchus mykiss) AS = Atlantic salmon (Salmo salar) AC = Arctic charr (Salvelinus alpinus)
  • 23. Results- 1. WGD pattern WGD event time duplicated genes outgroup Sp. A Sp. B Sp. C Sp. D Sp. A Sp. B Sp. C Sp. D Sp. D time Individual duplication events outgroup duplicated genes Sp. A Sp. A Sp. B Sp. B Sp. C Sp. C Sp. D
  • 27. •Three markers had signal at the 4R level •Basal bifurcation with symmetric topology consistent with the 4R hypothesis •Three markers had no signal; these do not refute 4R hypothesis •Suggestive evidence that one duplicate from CNE7061-7063 was lost in Atlantic salmon Discussion- 1. Phylogeny at the 4R level
  • 28. 6 Mya 20 Mya 38 - 47 Mya 20 Mya Oncorhynchu s Salvelinus + Salmo Subfamily Salmoninae CNE duplicate I Subfamily Salmoninae CNE duplicate II Oncorhynchus + Salvelinus + Salmo 47 43 38 Mean strict relaxed relaxed Clock type CNE6820-6816 CNE7061-7063 CNE7060-7061 Results- 2. Dating 4R
  • 29. •Stochastic nature of the molecular clock •Uncertainty of the assigned fossil dates and classification •The correspondence between fossils and nodes in the tree •Only the subfamily Salmoninae is included; including more subfamilies within Salmonidae (e.g., Thymallinae) would yield more robust results Discussion- 2. Molecular clock- Uncertainties…
  • 30. •First estimates for the date of the 4R since Allendorf & Thorgaard (1984) •First ones ever based on nucleotide sequence data •Narrower estimate of the date of the 4R, 38Mya to 47Mya Discussion- 2. Molecular clock
  • 31. Results- 3. Salmonine phylogeny: CNE7060-7061 OncorhynchusOncorhynchus I- and SalmoSalmo OncorhynchusOncorhynchus II- and SalvelinusSalvelinus 1.001.00 1.001.00 1.001.00 0.940.94 1.001.00 0.970.97 1.001.00 1.001.00 0.980.98 1.001.00 1.001.00 1.00 OncorhynchusOncorhynchus OncorhynchusOncorhynchus OncorhynchusOncorhynchus OncorhynchusOncorhynchus SalvelinusSalvelinus SalvelinusSalvelinus SalvelinusSalvelinus OncorhynchusOncorhynchus SalmoSalmo SalmoSalmo SalmoSalmo SalmoSalmo SalvelinusSalvelinus SalvelinusSalvelinus SalvelinusSalvelinus SalvelinusSalvelinus OncorhynchusOncorhynchus OncorhynchusOncorhynchus OncorhynchusOncorhynchus SalmoSalmo SalmoSalmo SalmoSalmo SalmoSalmo SalmoSalmo SalvelinusSalvelinus
  • 32. Results- 3. Salmonine phylogeny: CNE6820-6816 0.970.97 0.960.96 0.980.98 0.750.75 0.990.99 0.960.96 1.001.00 1.001.00 1.001.00 OncorhynchusOncorhynchus OncorhynchusOncorhynchus OncorhynchusOncorhynchus OncorhynchusOncorhynchus SalmoSalmo SalmoSalmo SalmoSalmo SalvelinusSalvelinus SalvelinusSalvelinus SalmoSalmo SalmoSalmo SalvelinusSalvelinus SalvelinusSalvelinus SalvelinusSalvelinus OncorhynchusOncorhynchus SalmoSalmo and SalvelinusSalvelinus
  • 33. Discussion- 3. Salmonine phylogeny •No conclusive evidence supporting a sister relationship between Oncorhynchus and Salvelinus •Duplicates within one locus support alternative phylogenies •One locus suggests a sister relationship between Salmo and Salvelinus, never reported before •Hard polytomy, reticulation
  • 34. •Phylogeny showing a basal bifurcation and symmetric topology in some CNE pairs, consistent with 4R •The estimated date of CNE duplication is consistent with the reported range of 25- 100Mya •However, the phylogenetic relationships within Salmoninae remain unresolved •CNEs are a suitable tool for preliminary approaches to the study of Whole Genome Duplications Conclusions-
  • 35. Acknowledgements- •My advisors, Dr. Moira M. Ferguson and Dr. Roy G. Danzmann •Past and current lab members, specially Hooman, Janet and Michael •From my advisory committee: Dr. T. Ryan Gregory •From my examination committee: Dr. J. Ballantyne and Dr. R. Hanner •Dr. Tom Nudds •Members of the honourable Zoology House, John Urquhart, Joe Crowley, Emilia Argue, Han Xu, Renji Lu, Jackie Porter, Alison Fischer and Liyan Qing •Derek Wong, Dan Noble, Vitali Rosen, Momina Mir and last but not least, Jessica-Margaret Paige
  • 36. Atlantic salmonAtlantic salmon www.fishbase.orgwww.fishbase.org Questions? www.fhwa.dot.govwww.fhwa.dot.gov Atlantic salmonAtlantic salmon www.lofotakvariet.nowww.lofotakvariet.no Arctic charrArctic charr Rainbow troutRainbow trout www.fishbase.orgwww.fishbase.org englishriverwebsite.comenglishriverwebsite.com Rainbow troutRainbow trout www.altosarca.itwww.altosarca.it Arctic charrArctic charr

Editor's Notes

  1. Speech: -I took many approaches both for the tree-building itself and for the selection of the models of molecular evolution upon which the trees were built. -The ones shown are those done by Bayesian Analyses, obtained with models chosen by BIC. -These agree in all major points with the ones obtained by the other methods. -I’d be happy to discuss this in more detail after the talk…