lecture 23: introduction to coalescence april 7, 2014
TRANSCRIPT
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Lecture 23 : Introduction to Coalescence
April 7, 2014
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Last Time
Introduction to phylogenetics
Phylogeography
Limitations of phylogenetic analysis
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TodayGene trees versus species trees
Coalescence
Influence of demographic factors on coalescence times
Coalescence and human origins
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Gene Trees vs Species Trees Genes (or loci) evolve at different rates
Why? Topology derived by a single gene may not match
topology based on whole genome, or morphological traits
ACB
Gene Tree
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Coalescence
Retrospective tracing of existing alleles to a common ancestral allele
A reverse reconstruction of the evolution of modern variation
Allows explicit simulation of sequence evolution
Incorporation of factors that cause deviation from neutrality: selection, drift, and gene flow
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present
Time
Individual alleles
9 generations in the history of a population of 14 gene copies
Slide courtesy of Yoav Gilad
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a b c
Concordant Gene Treeb is closer to a than to c
Failure to coalesce within species lineages drives divergence of relationships between gene and species trees
Gene Trees vs Species Trees
a b c
Divergent Gene Tree:b is closer to c than to a
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How to model this process?
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Modeling from Theoretical Ancestors: Forward Evolution Can model
populations in a forward direction, starting with theoretical past
Fisher-Wright model of neutral evolution
Very computationally intensive for large populations
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Alternative: Start at the end and work your way back
present
Most recent common ancestor (MRCA)
Time
Individual allelesSlide courtesy of Yoav Gilad
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present
Most recent common ancestor (MRCA)
The genealogy of a sample of 5 gene copies
Time
individualsSlide courtesy of Yoav Gilad
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present
Most recent common ancestor (MRCA)
The genealogy of a sample of 5 gene copies
Time
Individual allelesSlide courtesy of Yoav Gilad
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Examples of coalescent trees for a sample of 6
Time
Individual allelesSlide courtesy of Yoav Gilad
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Coalescence AdvantagesDon’t have to model dead endsOnly consider lineages that survive to modern
day: computationally efficientBased on actual observationsCan simulate different evolutionary scenarios
to see what best fits the observed data
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Coalescent Tree Example
Coalescence: Merging of two lineages in the Most Recent Common Ancestor (MRCA)
Waiting Time: time to coalescence for two lineages
Increases with each coalescent event
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Probability of Coalescence
For any two lineages, function of population size
eecoalescenc N
P2
1
Also a function of number of lineages
eecoalescenc N
kkP
2
1
2
)1(
where k is number of lineages
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Probability of Coalescence
Probability declines over time
Lineages decrease in number
Can be estimated based on negative exponential
where k is number of lineages
eN
kkt
ecoalescenc eP 2
1
2
)1(
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Time to Coalescence Affected by Population History
Bottleneck
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Time to Coalescence Affected by Population History
Population Growth
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How will population structure affect coalescence times?
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Time to Coalescence Affected by Population Structure
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Applications of the Coalescent Approach
Framework for efficiently testing alternative models for evolution
Inferences about effective population size Detection of population structure Signatures of selection (coming attraction) Reconstructing history of populations
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Origins of Modern Humans Most fossil evidence points to origins in Africa and subsequent migrations
http://www.dhushara.com/book/unraveltree/unravel.htm
Skulls found in Omo Valley, EthiopiaDated at ~195K
http://www-v1.amnh.org/exhibitions/permanent/humanorigins/history/origin.php
Omo 1 Modern
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Human Phylogeography: mtDNA
Most ancient and diverse haplotypes in Africa (dots)
Migration and admixture is evident from presence of African haplotypes in other clades
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Complexities to Human Phylogeography Some genes show evidence of Asian origin
Sequence of X-linked ribonucleotide reductase M2 pseudogene 4 (RRM2P4)
Garrigan 2007 Nature Reviews Genetics 7:669
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Why might some X-linked genes show a human origin in Africa
(e.g., PDHA1), while others suggest an Asian origin e.g.,
(RRM2P4)?
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Evidence of Population Structure in Ancient Humans
Garrigan and Hammer 2006 Nature Reviews Genetics 7:669
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Time to Coalescence Affected by Population Structure
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Evidence for Ancient Population Structure in Nuclear but not Mitochondrial Trees
Garrigan and Hammer 2006 Nature Reviews Genetics 7:669
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Why does mitochondrion show shorter coalescence times than
nuclear loci?
Why does rate vary much more for nuclear loci?