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Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU...

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Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München
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Page 1: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

Detecting recent positive selection

in the genome

Wolfgang StephanAbt. Evolutionsbiologie

LMU München

Page 2: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

Coalescent without recombination and selection

Past

Present

Sampled gene copies

T(2)

T(3)

T(4)

T(5)

Page 3: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

Two-locus model of genetic hitchhiking

Selected locus Neutral locus

A

a

A

no recombination recombination

AA

a

Page 4: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

Ancestral recombination graph with hitchhiking

T= 0 (Present)

T =

neutral phase

selective phase

neutral phase

Tlimit

Page 5: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.
Page 6: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

Position (kb)

Heterozygosity

Page 7: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

Expected hitchhiking effect of a beneficial mutation

Position (kb)

Heterozygosity

Page 8: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

Composite-likelihood ratio test (Kim and Stephan 2002)

Page 9: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.
Page 10: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

European Population

0.0000.0050.0100.0150.0200.0250.0300.0350.0400.0450.0500.055

0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0

Recombination rate

Nu

cle

oti

de

div

ers

ity

African Population

0.0000.0050.0100.0150.0200.0250.0300.0350.0400.0450.0500.055

0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0

Recombination rate

Nu

cle

oti

de

div

ers

ity

Page 11: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

Demographic model of D. melanogaster

Page 12: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

wapl

63 73 103 113

83 92

coding non-coding (intergenic)

EG:87B1.3 Pgd bcn92 wapl Cyp4d1 152A3.3152A3.7/Cyp4d14

Cyp4d2 / Cyp4ae1 /pn / Nmd3 / CG17776

17E2.1

non-coding (Intron (>300 bp))

Positions in kb

csw

23

13

Unc-76

03

EG:67A9.2EG:22E5.4/22E5.9

D:

(6 lines)

Page 13: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

Europe

Africa

Page 14: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.
Page 15: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.
Page 16: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.
Page 17: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.
Page 18: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.
Page 19: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.
Page 20: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.
Page 21: Detecting recent positive selection in the genome Wolfgang Stephan Abt. Evolutionsbiologie LMU München.

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