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Evolutionary Genetics Human Genetics http://slideshare.net/dangaston [email protected] March 7th, 2016 Dr. Dan Gaston

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Page 1: Human genetics   evolutionary genetics

Evolutionary GeneticsHuman Genetics

http://slideshare.net/[email protected]

March 7th, 2016Dr. Dan Gaston

Page 2: Human genetics   evolutionary genetics

"Nothing in Biology Makes Sense Except in the Light of Evolution"

-- Theodosius Dobzhansky

Page 3: Human genetics   evolutionary genetics

Evolutionary Genetics

Genetics Evolution

Page 4: Human genetics   evolutionary genetics

Evolutionary Genetics

Population Genetics Evolution

Page 5: Human genetics   evolutionary genetics

Evolutionary Genetics: Darwinian Origins

Voyage of The Beagle: 1831-1836Origin of Species: November 24th, 1859

Page 6: Human genetics   evolutionary genetics

Evolutionary Genetics: Mendel and Genetics

• Gregor Mendel's experiments: 1856-1865

• Mendel's rediscovery and early modern genetics (de Vries, Bateson, Morgan, Punnet): Early 1900’s

Page 7: Human genetics   evolutionary genetics

The Forces of Evolution

•Mutation•Genetic Drift

•Selection

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Mutation

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Genetic Drift

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Selection• W = 1 – s

• W: Fitness• s: Selection Coefficient

• s = 1 (Lethal)• s = 0 (No difference in fitness)

Page 11: Human genetics   evolutionary genetics

Evolutionary Debates of the early-mid 20th century• Primarily differences in view and opinion on relative importance of

different forces:• "The Mendelians": Geneticists who generally asserted the primacy

of mutation to greater or lesser degrees

• "The Naturalists": Field Biologists who generally asserted the importance of natural selection

Page 12: Human genetics   evolutionary genetics

Evolutionary Genetics: Modern Synthesis• The foundation of Evolutionary Genetics is the foundation of Population Genetics (1918-1939):

• RA Fisher• JBS Haldane• Sewall Wright

• The naturalists (1940s):• Theodosius Dobzhansky• EB Ford• Ernst Mayr• George Simpson• Julian Huxley

"Natural selection is a mechanism for generating an exceedingly high degree of improbability." - RA Fisher

Page 13: Human genetics   evolutionary genetics

Neutral and Nearly Neutral Theory of Evolution• Kimura (1968) and King and Jukes (1969) (Neutral Theory)• Most genetic differences between organisms selectively neutral

• Synonymous mutations

• Molecular level dominated by neutral mutations and genetic drift• Phenotypic level differences dominated by selection• Expanded on By Tomoko Ohta and Kimura in 1973 (Nearly Neutral

Theory)• In addition to neutral, beneficial, and deleterious mutations there are also

nearly neural mutations. Slightly deleterious and slightly advantageous

Page 14: Human genetics   evolutionary genetics

Evidence for Near Neutrality• Prediction: Fixation of Neutral sites will occur at the rate of mutation

(or nearly so for near neutrality)

Page 15: Human genetics   evolutionary genetics

Evidence for Near Neutrality• Prediction: Fixation of Neutral sites will occur at the rate of mutation

(or nearly so for near neutrality)• Evidence:

• Synonymous sites• Introns• Intergenic DNA• Pseudogenes

Page 16: Human genetics   evolutionary genetics

Nearly Neutral Theory of Evolution

Page 17: Human genetics   evolutionary genetics

Neutral Evolution becomes the Null Hypothesis in Evolutionary Biology. It is the default assumption in the absence of evidence of selection

Page 18: Human genetics   evolutionary genetics

Mutation

Page 19: Human genetics   evolutionary genetics

Phylogenetic Trees and Models of Evolution

Page 20: Human genetics   evolutionary genetics

Phylogenetic Trees

Page 21: Human genetics   evolutionary genetics

Phylogenetic Trees

Page 22: Human genetics   evolutionary genetics

Phylogenetic Trees and Evolutionary Genetics: Molecular Evolution• Theoretical Framework in the 1960’s: Zuckerkandl, Pauling, Margoliash, Fitch• Originally based on comparing proteins based on electrophoresis and later

DNA via DNA-DNA hybridization experiments• Sanger sequencing (1977) ushers in DNA sequencing• A variety of techniques and statistical algorithms have been developed over

the decades: • Maximum Parsimony• Maximum Likelihood• Bayesian Inference• Distance Methods• Neighbour-Joining

Page 23: Human genetics   evolutionary genetics

Phylogenetic Trees and Evolutionary Genetics: Molecular Evolution• Theoretical Framework in the 1960’s: Zuckerkandl, Pauling, Margoliash, Fitch• Originally based on comparing proteins based on electrophoresis and later

DNA via DNA-DNA hybridization experiments• Sanger sequencing (1977) ushers in DNA sequencing• A variety of techniques and statistical algorithms have been developed over

the decades: • Maximum Parsimony• Maximum Likelihood• Bayesian Inference• Distance Methods• Neighbour-Joining

Page 24: Human genetics   evolutionary genetics

Maximum Parsimony

Page 25: Human genetics   evolutionary genetics

Maximum Parsimony

Minimize the amount of change necessary to describe therelationship between organisms/sequences

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Maximum ParsimonyA

B

C

D

A

C

B

D

A

D

C

B

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Maximum Parsimony: Informative and Non-Informative Sites

A

D

C

B

A

C

B

D

A

B

C

D

A   aat tcg ctt cta gga atc tgc cta atc ctg B   ... ..a ..g ..a .t. ... ... t.. ... ..a C   ... ..a ..c ..c ... ..t ... ... ... t.a D   ... ..a ..a ..g ..g ..t ... t.t ..t t..     1     2   3   4       5     6         7

Page 28: Human genetics   evolutionary genetics

Maximum Parsimony: Informative and Non-Informative Sites

A

D

C

B

A

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B

D

A

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A   aat tcg ctt cta gga atc tgc cta atc ctg B   ... ..a ..g ..a .t. ... ... t.. ... ..a C   ... ..a ..c ..c ... ..t ... ... ... t.a D   ... ..a ..a ..g ..g ..t ... t.t ..t t..     1     2   3   4       5     6         7

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Maximum Parsimony: Informative and Non-Informative Sites

A

D

C

B

A

C

B

D

A

B

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D

A   aat tcg ctt cta gga atc tgc cta atc ctg B   ... ..a ..g ..a .t. ... ... t.. ... ..a C   ... ..a ..c ..c ... ..t ... ... ... t.a D   ... ..a ..a ..g ..g ..t ... t.t ..t t..     1     2   3   4       5     6         7

g

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Page 30: Human genetics   evolutionary genetics

Maximum Parsimony: Informative and Non-Informative Sites

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C

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D

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A   aat tcg ctt cta gga atc tgc cta atc ctg B   ... ..a ..g ..a .t. ... ... t.. ... ..a C   ... ..a ..c ..c ... ..t ... ... ... t.a D   ... ..a ..a ..g ..g ..t ... t.t ..t t..     1     2   3   4       5     6         7

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Maximum Parsimony: Informative and Non-Informative Sites

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D

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D

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B

C

D

A   aat tcg ctt cta gga atc tgc cta atc ctg B   ... ..a ..g ..a .t. ... ... t.. ... ..a C   ... ..a ..c ..c ... ..t ... ... ... t.a D   ... ..a ..a ..g ..g ..t ... t.t ..t t..     1     2   3   4       5     6         7

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Page 32: Human genetics   evolutionary genetics

Maximum Parsimony: Informative and Non-Informative Sites

A

D

C

B

A

C

B

D

A

B

C

D

A   aat tcg ctt cta gga atc tgc cta atc ctg B   ... ..a ..g ..a .t. ... ... t.. ... ..a C   ... ..a ..c ..c ... ..t ... ... ... t.a D   ... ..a ..a ..g ..g ..t ... t.t ..t t..     1     2   3   4       5     6         7

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Page 33: Human genetics   evolutionary genetics

Maximum Parsimony: Informative and Non-Informative Sites

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D

C

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C

B

D

A

B

C

D

A   aat tcg ctt cta gga atc tgc cta atc ctg B   ... ..a ..g ..a .t. ... ... t.. ... ..a C   ... ..a ..c ..c ... ..t ... ... ... t.a D   ... ..a ..a ..g ..g ..t ... t.t ..t t..     1     2   3   4       5     6         7

c

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Page 34: Human genetics   evolutionary genetics

Maximum Parsimony: Challenges• Enumerating the minimum number of changes on a tree gets

inefficient as the number of leaf nodes increases (Easy)• Fitch Algorithm Solution

• Evaluating all possible trees becomes impossible as the number of leaf nodes increases (Hard)

• Number of unrooted trees for N leaf nodes:• π(i=3 ...n) (2i – 5) (10 Nodes = > 2 million trees)

• Number of rooted trees for N leaf nodes: • π(i=3 ...n) (2i – 3) (10 Nodes = >34 million trees)

Page 35: Human genetics   evolutionary genetics

Phylogenetic Trees and Evolutionary Genetics• Performed on Amino Acid or Nucleotide sequences• Performed on basis of single-genes, multiple genes, or whole

genomes• Typically rely on:

• Multiple sequence alignment• Model of evolution

• Amino acid or nucleic acid exchange probabilities• Rates of substitution• Site classes

Page 36: Human genetics   evolutionary genetics

Interesting Deviations

Page 37: Human genetics   evolutionary genetics

Horizontal Gene Transfer

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Horizontal Gene Transfer

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Horizontal Gene Transfer

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Horizontal Gene Transfer

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Horizontal Gene Transfer in Animals

Page 42: Human genetics   evolutionary genetics

Horizontal Gene Transfer in Animals

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Horizontal Gene Transfer and Mammalian Reproduction

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Horizontal Gene Transfer and Mammalian Reproduction

• Multiple Independent acquisitions of Syncytin genes

• Syncytin gene acquisition primarily in lineages with moderate to highly invasive placental type

• Cell fusion and immunosuppresion

Page 45: Human genetics   evolutionary genetics

Human Evolution

Page 46: Human genetics   evolutionary genetics

Human Population Movement

Page 47: Human genetics   evolutionary genetics

Human Population Movement

Page 48: Human genetics   evolutionary genetics

Human Evolution: Neanderthal and Denisovan Interbreeding

Page 49: Human genetics   evolutionary genetics

Human Evolution: Neanderthal and Denisovan Interbreeding

Page 50: Human genetics   evolutionary genetics

Human Evolution: Neanderthal and Denisovan Interbreeding

Page 51: Human genetics   evolutionary genetics

Recent Human Evolution and Population Movements

Page 52: Human genetics   evolutionary genetics

Recent Human Evolution: Agriculture and Immunology• Evolution hasn’t stopped in humans, although modern medicine and society

has shifted selection pressures• SLC22A4: Ergothioneine absorption. Variant with enhanced activity arises

and spreads in Neolithic Europe with the rise of agriculture and shift to wheat consumption

• Lactase persistence arises in multiple populations around the world• Lighter skin of Europeans relatively recent. First with arrival of migrants

from Turkey <9,000 years ago, then with a second mutations sometime more recently

• Height (Particularly linked to Yamnaya introgression in Northern Europeans)

Page 53: Human genetics   evolutionary genetics

"Nothing in Biology Makes Sense Except in the Light of Evolution"

-- Theodosius Dobzhansky