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The Origin of Gene Subfunctions and Genotypic Complexity by Modular Restructuring Force, Bill Cresko, F Bryan Pickett, Chris Amemiya, and Mike

The Origin of Gene Subfunctions and Genotypic Complexity by Modular Restructuring

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The Origin of Gene Subfunctions and Genotypic Complexity by Modular Restructuring. Allan Force, Bill Cresko, F Bryan Pickett, Chris Amemiya, and Mike Lynch. Subdivision and specialization - a trend in evolution. Evolutionary Time. - PowerPoint PPT Presentation

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Page 1: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

The Origin of Gene Subfunctions and Genotypic Complexity by Modular

Restructuring

Allan Force, Bill Cresko, F Bryan Pickett, Chris Amemiya, and Mike Lynch

Page 2: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Evolutionary Time

Subdivision and specialization - a trend in evolution

Page 3: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Is the Increasing Phenotypic Specialization Reflected in

Underlying Genetic Circuitry?

Page 4: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

What is the default contribution to specialization of body regions at the

genotypic level produced by mutation pressure and genetic drift?

Page 5: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Modular Restructuring

Evolution of differential connectivity of the genotypic-phenotypic map via subfunction formation and resolutionin developmental genetic networks by nearly neutral processes

.

Page 6: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Subfunction Formation

Modular Restructuring

Evolution of differential connectivity of the genotypic-phenotypic map via subfunction formation and resolutionin developmental genetic networks by nearly neutral processes

.

.The processes which lead to origin of new gene subfunctionseither by co-option or fission mechanisms

Page 7: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Subfunction Formation

Subfunction Resolution

Modular Restructuring

Evolution of differential connectivity of the genotypic-phenotypic map via subfunction formation and resolutionin developmental genetic networks by nearly neutral processes

The processes which lead to origin of new gene subfunctionseither by co-option or fission mechanisms

The processes which lead to the partitioning of existingsubfunctions between gene duplicates by DDC mechanisms

.

.

.

Page 8: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring
Page 9: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring
Page 10: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring
Page 11: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Subfunction 1

Subfunction 2

Multifunctional gene

Page 12: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Given that many genes are multifunctional, how do new subfunctions evolve?

Page 13: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Subfunction Co-option

Page 14: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Subfunction Fission

Page 15: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring
Page 16: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

TFA

Page 17: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

TFA

AA

Page 18: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

TFA and TFB

TFA

TFB TFA

AA

Page 19: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

TFA and TFB

TFA and TFC

TFA

A

TFB TFC

A

Page 20: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

TFA and TFB

TFA and TFC

TFA

A

TFB

B

TFC

B A

Page 21: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

TFA and TFB

TFA and TFC

TFA

A

TFB

B

TFC

CB CA

Page 22: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

TFA

BC

TFB TFC

B C

Page 23: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

TFB TFC

B C

B

C

Page 24: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Fission Phase 1: Accretion, Degeneration, and Replacement

Abc

ABc AbC

aBC

ABC

Tim

e?

Page 25: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

abc

aBc Abc abC

ABc aBC AbC

ABC

Page 26: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

State W(Abc)

State X(AbC) or (ABc)

State Y(ABC)

State Z(aBC)

PXW= (1/2a + 4Ne)-1 PYX= (1/a + 4Ne)

-1 PZY= (1/d + 4Ne)-1

PZY= (1/2a + 4Ne)-1PXY= (1/2d + 4Ne)

-1PWX= (1/d + 4Ne)-1

Page 27: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Effective Population Size (Ne)

101 102 103 104 105 106

Mean T

ime t

o S

ubfu

nction F

issio

n (

genera

tions)

104

105

106

107

108

a = 10-4

a = 10-6

a = 10-5

Time for subfunction fission phase 1 when the addition and deletion rates are equal

Page 28: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

When the time to fission for phase 1 is very long in large effective population sizes does this mean the precursor allele

(ABC allele) is unavailable?

Page 29: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

0

0.25

0.5

0.75

1

0 5 10 15 20

Abc

ABc+AbC

aBC

ABC

Equ

ilib

rium

Fre

quen

cies

Addition Deletion Rate ratio

Infinite population size equilibrium frequencies for the 3 site fission model

a/ d )

Page 30: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Effective Population Size

Equ

ilib

rium

Fre

quen

cy

101 103 105 107

0.1

0.15

0.2

0.25

0.3

The effect of population size on the equilibrium frequencies under the 3 site fission model

ABC

aBC

Abc

ABc or AbC

d= a

Page 31: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

What about multiple TF binding Sites?

AABBCC

Page 32: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Sim3 10-4

Sim3 10-5

Sim6 10-4

Sim6 10-5

104

106

108

Gen

erat

ions

101 103 105

1010

Effects of additional TF binding sites on the time to fission phase 1 under the 6 site model

Effective Population Size

Page 33: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

1) Increasing the number of TF binding sites in the 6-site model does not significantly change the behavior relative to the 3-site model, but does reduce the time for phase 1

2) Allowing for different rates of mutation of the A site relative to the B and C sites does not significantly change the behavior of 3 site model for reasonable mutation rates

More complex models have similar behavior to that of the basic 3-site model

Page 34: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Phase II Enhancer Subfunctionalization

Page 35: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

0.001

0.1

1.0

101 103 105

Ratio1=.25

Ratio2=.75

Ratio1 est 1

Ratio1 est 2

Ratio2 est 1Ratio2 est 2

Pr(

Enh

a nce

r S

ubf u

n cti

ona l

iza t

i on )

Effective Population Size

The probability of enhancer subfunctionalization

Page 36: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Modular Restructuring

Page 37: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Subfunction fission leads to the emergence of new subfunctions from the splitting of old subfunctions and may proceed under the guidance of mutation pressure in small populations (N< .1).

More generally, small effective population size and mutation may be sufficient to drive the evolution of the complexity of genes, networks, and developmental pathways passively by modular restructuring.

Changes in the underlying genetic architecture may not be initially observed at the phenotypic level. However, the long-term cumulative effects of modular restructuring may lead to abrupt and rapid changes at the phenotypic level when organisms find themselves exposed to novel environments.

Summary:

Page 38: The Origin of Gene Subfunctions and  Genotypic Complexity by Modular Restructuring

Allan Force Tom MiyakeTom PowersWendy LippmanAlicia Hill -ForceAndrew StuartDebTinnemoreJosh DankeMichael SchoenbornGarnet NavarroAyumi AokiMary West

Chris Amemiya

AMEMIYA LABORATORY

Funding sources: NSF, DOE, NHGRI, NCRR