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The fate of Y chromosomes Heath Blackmon

The fate of Y chromosomes Heath Blackmon

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The fate of Y chromosomes Heath Blackmon. Sexually Antagonistic Allele. Inversion. Dominant M ale Determining A llele. Inversion. Autosomes. X Y. X Y. X Y. X Y. Intermittent Recombination. Gene Gains. Muller’s Ratchet. Background Selection. - PowerPoint PPT Presentation

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Page 1: The fate of Y chromosomes Heath Blackmon

The fate of Y chromosomesHeath Blackmon

Page 2: The fate of Y chromosomes Heath Blackmon

X Y

Sexually Antagonistic Allele

Dominant Male Determining Allele

Inversion

X Y

Inversion

X Y X YAutosomes

Page 3: The fate of Y chromosomes Heath Blackmon

Muller’s Ratchet

BackgroundSelection

GeneticHitchhiking

Hill-RobertsonEffect

Gene Gains

IntrachromosomalGene Conversion

IntermittentRecombination

Gene Duplication

Page 4: The fate of Y chromosomes Heath Blackmon

• Recent Work– Largely comparative genomics using groups of

sequenced Y chromosomes or autosomes that have become sex determining in some lineages.

• My Approach– Sacrifice the genomic detail but expand the

number of species. Use a comparative phylogenetic approach with karyotypes.

Page 5: The fate of Y chromosomes Heath Blackmon

Coleoptera

Page 6: The fate of Y chromosomes Heath Blackmon

Coleoptera karyotype database

• 1978 Compilation ~2,000 records• New data from ~200 publications 6+ languages• 4,726 records

• 1,302 genera • 56 families • 2-34 Autosomes• 30 Sex Chromosome Systems• B Chromosomes• Haplodiploidy and Parthenogenesis

Page 7: The fate of Y chromosomes Heath Blackmon

4,118 Taxa with Sex Chromosome Data

Page 8: The fate of Y chromosomes Heath Blackmon

4,118 Taxa with Sex Chromosome Data

Page 9: The fate of Y chromosomes Heath Blackmon

Sequence AlignmentDownloaded 2763 seq 7 genes 1136 taxa (2 mit. 5 nuc.)

Final data set 1040 taxa

Adephaga

Polyphaga

Page 10: The fate of Y chromosomes Heath Blackmon

Polyphaga 744species

Adephaga 296 species

Page 11: The fate of Y chromosomes Heath Blackmon

Distribution of Sex Chromosome Systems among Suborders of Coleoptera

Page 12: The fate of Y chromosomes Heath Blackmon

2 State

Coding Methods

3 State

Page 13: The fate of Y chromosomes Heath Blackmon

Two State Character Coding

Model 2.1

Model 2.2

Three State Character Coding

Model 3.1

Model 3.3

Model 3.6

XY Xy+ XOXY - a aXy+ a - aXO a a -

XY Xy+ XOXY - a bXy+ a - cXO b c -

XY Xy+ XOXY - a bXy+ c - dXO e f -

XY XOXY - aXO a -

XY XOXY - aXO b -

Page 14: The fate of Y chromosomes Heath Blackmon

Bayes Factors: Model Selection

Log Bayes Factor = log pr(D|ѲAlt) – log pr(D| ѲNull)

Support for the more complex model0-2 Barely worth mentioning2-6 Substantial6-10 Strong> 10 Decisive

Page 15: The fate of Y chromosomes Heath Blackmon

XO XY

XO - a

XY b -

XO XY

XO - a

XY a -

Harmonic Mean of the Likelihood

1-Rate 2-Rates

1-Rate 2-Rates

-108-107-106-105-104-103-102-101-100

-99-98

-103.5-102.6

Bayes Factor 1.9

Model 2.1 and 2.2 in Adephaga2 State Coding

Page 16: The fate of Y chromosomes Heath Blackmon

1-Rate 2-Rates

-132-131-130-129-128-127-126-125-124-123-122

-131.2

-125.3

XO XY

XO - a

XY a -

XO XY

XO - a

XY b -

Harmonic Mean of the Likelihood1-Rate 2-Rates

Bayes Factor 11.8

Model 2.1 and 2.2 in Polyphaga2 State Coding

Page 17: The fate of Y chromosomes Heath Blackmon

Harmonic Mean of the Likelihood

Series1

-420

-410

-400

-390

-380

-370

-360

-408.72

-388.18

-379.41

Bayes Factor 17.54

1-Rate

XO XY XY+

XO - a a

XY a - a

XY+ a a -

3-Rate

XO XY XY+

XO - a b

XY a - c

XY+ b c -

6 Rate

XO XY XY+

XO - a b

XY d - c

XY+ e f -

1-Rate 6-Rates3-Rates

Model 3.1, 3.3, and 3.6 in Polyphaga3 State Coding

Page 18: The fate of Y chromosomes Heath Blackmon

Model Choice

Estimated Marginal Likelihood ValuesModel 2.1 2.2 3.1 3.3 3.6

Polyphaga -131.2 -125.3 -408.72 -388.18 -379.41

Adephaga -103.5 -102.6 2 and 3 state coding models are equivalent in Adephaga

Page 19: The fate of Y chromosomes Heath Blackmon

Model Adequacy: Posterior Predictive Simulations

Could our model and phylogeny have given rise to the observed data?

θ1

1

θ2

2

θ3

3

θ4

4

θ5

5

θ6

6

Page 20: The fate of Y chromosomes Heath Blackmon

Interpretation of PPS results

0 35 70105

140175

210245

2800

40

80

120

160

200

Taxa in State A

Freq

uenc

y

Observed Data

0 30 60 90120

150180

210240

2700

40

80

120

160

200

Taxa in State A

Freq

uenc

y

Observed Data

Good Model Poor Model

Page 21: The fate of Y chromosomes Heath Blackmon
Page 22: The fate of Y chromosomes Heath Blackmon
Page 23: The fate of Y chromosomes Heath Blackmon
Page 24: The fate of Y chromosomes Heath Blackmon

● Realized Data1500 Simulated Data Sets ● X0 Root (120) ● XY Root (840) ● Xy+ Root (540)

100% Xy+

100% XO 100% XY

Posterior predictive distribution of sex chromosome systems states in Polyphaga

Page 25: The fate of Y chromosomes Heath Blackmon

XO XY Xy+XO - .018 .016XY .011 - .062Xy+ .004 .018 -

XO XYXO - .053XY .053 -

■ Polyphaga

■ Adephaga

Page 26: The fate of Y chromosomes Heath Blackmon

X

X YX Y

Polyphaga Adephaga

Page 27: The fate of Y chromosomes Heath Blackmon

X

X YX Y

0.3% 5.3%

Polyphaga Adephaga

Page 28: The fate of Y chromosomes Heath Blackmon
Page 29: The fate of Y chromosomes Heath Blackmon

How can we explain this result?

• Existing “genic” models of Y chromosome decay predict that the completely non-recombining Y should be lost more frequently.

• Adephaga: Antagonistic selection• Selection to reduce recombination• Selection for faithful segregation

• Polyphaga: Antagonism is resolved• The rate of Y chromosome loss is driven simply by the

benefit of keeping the Y.

Page 30: The fate of Y chromosomes Heath Blackmon

Sexual selection, which implies the possession of considerable perceptive powers and of strong passions, seems to have been more effective with the Lamelicorns than any other family of the Coleoptera…

-Darwin 1871 The Descent of Man. Vol. 1 pg. 377

Page 31: The fate of Y chromosomes Heath Blackmon

Emlen et al. 2006

Page 32: The fate of Y chromosomes Heath Blackmon

http://www.zin.ru

Page 33: The fate of Y chromosomes Heath Blackmon

Acknowledgements• Jeffery Demuth• Esther Betran• Paul Chippendale• Trey Fondon• Matthew Fujita

• Jeremy Brown

• Matt Mosley• David Sanchez• Matt Steffenson• Jacobo Velasco• Eric Watson