BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

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BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium

Transcript of BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Page 1: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

BIOE 109Summer 2009

Lecture 5- Part IHardy- Weinberg Equilibrium

Page 2: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

The Hardy-Weinberg-Castle Equilibrium

Page 3: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

The Hardy-Weinberg-Castle Equilibrium

Godfrey Hardy

Wilhelm Weinberg

William Castle

Page 4: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Conclusions of the Hardy-Weinberg principle

    

Page 5: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Conclusions of the Hardy-Weinberg principle

   

1. Allele frequencies will not change from generation to generation.   

Page 6: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Conclusions of the Hardy-Weinberg principle

   

1. Allele frequencies will not change from generation to generation.  

2. Genotype proportions determined by the “square law”.   

Page 7: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Conclusions of the Hardy-Weinberg principle

   

1. Allele frequencies will not change from generation to generation.  

2. Genotype proportions determined by the “square law”.  

• for two alleles = (p + q)2 = p2 + 2pq + q2

  

Page 8: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Conclusions of the Hardy-Weinberg principle

   

1. Allele frequencies will not change from generation to generation.  

2. Genotype proportions determined by the “square law”.  

• for two alleles = (p + q)2 = p2 + 2pq + q2

 

• for three alleles (p + q + r)2 = p2 + q2 + r2 + 2pq + 2pr +2qr  

Page 9: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Conclusions of the Hardy-Weinberg principle

  

 3. Hardy-Weinberg equilibrium occurs independently of allelic frequencies

Page 10: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Conclusions of the Hardy-Weinberg principle

  

 3. Hardy-Weinberg equilibrium occurs independently of allelic frequencies

Allele frequencies Genotype frequencies

A1 = 0.80, A2 = 0.20 A1A1 = 0.64, A1A2 = 0.32, A2A2 = 0.04

Page 11: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Conclusions of the Hardy-Weinberg principle

  

 3. Hardy-Weinberg equilibrium occurs independently of allelic frequencies

Allele frequencies Genotype frequencies

A1 = 0.80, A2 = 0.20 A1A1 = 0.64, A1A2 = 0.32, A2A2 = 0.04

A1 = 0.50, A2 = 0.50 A1A1 = 0.25, A1A2 = 0.50, A2A2 = 0.25

Page 12: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Conclusions of the Hardy-Weinberg principle

  

 3. Hardy-Weinberg equilibrium occurs independently of allelic frequencies

Allele frequencies Genotype frequencies

A1 = 0.80, A2 = 0.20 A1A1 = 0.64, A1A2 = 0.32, A2A2 = 0.04

A1 = 0.50, A2 = 0.50 A1A1 = 0.25, A1A2 = 0.50, A2A2 = 0.25

A1 = 0.10, A2 = 0.90 A1A1 = 0.01, A1A2 = 0.18, A2A2 = 0.81

Page 13: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Assumptions of Hardy-Weinberg equilibrium

Page 14: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Assumptions of Hardy-Weinberg equilibrium

1. Mating is random

Page 15: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Assumptions of Hardy-Weinberg equilibrium

1. Mating is random… but some traits experience positive assortative mating

Page 16: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Assumptions of Hardy-Weinberg equilibrium

1. Mating is random

2. Population size is infinite (i.e., no genetic drift)

Page 17: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Assumptions of Hardy-Weinberg equilibrium

1. Mating is random

2. Population size is infinite (i.e., no genetic drift)

3. No migration

Page 18: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Assumptions of Hardy-Weinberg equilibrium

1. Mating is random

2. Population size is infinite (i.e., no genetic drift)

3. No migration

4. No mutation

Page 19: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Assumptions of Hardy-Weinberg equilibrium

1. Mating is random

2. Population size is infinite (i.e., no genetic drift)

3. No migration

4. No mutation

5. No selection

Page 20: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Hardy-Weinberg principle: A null model

1. Mating is random

2. Population size is infinite (i.e., no genetic drift)

3. No migration

4. No mutation

5. No selection

The Hardy-Weinberg equilibrium principle thus specifies conditions under which the population will NOT evolve.

In other words, H-W principle identifies the set of events that can cause evolution in real world.

Page 21: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Does Hardy-Weinberg equilibrium ever exist in nature?

Page 22: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Does Hardy-Weinberg equilibrium ever exist in nature?

Example: Atlantic cod (Gadus morhua) in Nova Scotia

Page 23: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Does Hardy-Weinberg equilibrium ever exist in nature?

Example: Atlantic cod (Gadus morhua) in Nova Scotia

as a juvenile…

Page 24: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Does Hardy-Weinberg equilibrium ever exist in nature?

Example: Atlantic cod (Gadus morhua) in Nova Scotia

… and as an adult

Page 25: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Does Hardy-Weinberg equilibrium ever exist in nature?

Example: Atlantic cod (Gadus morhua) in Nova Scotia

• a sample of 364 fish were scored for a single nucleotide polymorphism (SNP)

Page 26: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Does Hardy-Weinberg equilibrium ever exist in nature?

Example: Atlantic cod (Gadus morhua) in Nova Scotia

• a sample of 364 fish were scored for a single nucleotide polymorphism (SNP)

A1A1 = 109A1A2 = 182A2A2 = 73

Page 27: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Does Hardy-Weinberg equilibrium ever exist in nature?

Example: Atlantic cod (Gadus morhua) in Nova Scotia

• a sample of 364 fish were scored for a single nucleotide polymorphism (SNP)

A1A1 = 109A1A2 = 182A2A2 = 73

Question: Is this population in Hardy-Weinberg equilibrium?

Page 28: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Testing for Hardy-Weinberg equilibrium

Page 29: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Testing for Hardy-Weinberg equilibrium

Step 1: Estimate genotype frequencies 

Page 30: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Testing for Hardy-Weinberg equilibrium

Step 1: Estimate genotype frequencies

Step 2: Estimate allele frequencies

Page 31: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Testing for Hardy-Weinberg equilibrium

Step 1: Estimate genotype frequencies

Step 2: Estimate allele frequencies

Step 3: Estimate expected genotype frequencies under the assumption of H-W equilibrium

Page 32: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Testing for Hardy-Weinberg equilibrium

Step 1: Estimate genotype frequencies

Step 2: Estimate allele frequencies

Step 3: Estimate expected genotype frequencies under the assumption of H-W equilibrium

Step 4: Compare observed and expected numbers of genotypes

2 = (Obs. – Exp.)2 Exp.

Page 33: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

A simple model of directional selection  

Page 34: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Persistent selection changes allele frequencies over generations

(Obvious) Conclusion:Natural selection can cause rapid evolutionary change!

Page 35: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

A simple model of directional selection  

• consider a single locus with two alleles A and a 

Page 36: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

A simple model of directional selection  

• consider a single locus with two alleles A and a 

• let p = frequency of A allele

Page 37: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

A simple model of directional selection  

• consider a single locus with two alleles A and a 

• let p = frequency of A allele• let q = frequency of a allele 

Page 38: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

A simple model of directional selection  

• consider a single locus with two alleles A and a • let p = frequency of A allele• let q = frequency of a allele • relative fitnesses are:  

AA Aa aa w11 w12 w22

  

Page 39: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

A simple model of directional selection  

• consider a single locus with two alleles A and a 

• let p = frequency of A allele• let q = frequency of a allele 

• relative fitnesses are:  

AA Aa aa w11 w12 w22

 

• it is also possible to determine relative fitness of the A and a alleles:

 

Page 40: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

A simple model of directional selection  

• consider a single locus with two alleles A and a • let p = frequency of A allele• let q = frequency of a allele • relative fitnesses are:

AA Aa aa w11 w12 w22

 • it is also possible to determine relative fitness of the A and a

alleles: 

let w1 = fitness of the A allele

 

Page 41: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

A simple model of directional selection  

• consider a single locus with two alleles A and a • let p = frequency of A allele• let q = frequency of a allele • relative fitnesses are:

AA Aa aa w11 w12 w22

  • it is also possible to determine relative fitnesses of the A and a

alleles: 

let w1 = fitness of the A allele

 let w2 = fitness of the a allele

Page 42: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

The fitness of the A allele = w1 = pw11 + qw12

Page 43: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

The fitness of the A allele = w1 = pw11 + qw12

The fitness of the a allele = w2 = qw22 + pw12

Page 44: BIOE 109 Summer 2009 Lecture 5- Part I Hardy- Weinberg Equilibrium.

Directional selection  

• let p = frequency of A allele• let q = frequency of a allele 

• relative fitness of different genotypes are: 

AA Aa aa w11 w12 w22

 

• it is also possible to determine relative fitness of the A and a alleles:

The fitness of the A allele = w1 = pw11 + qw12The fitness of the a allele = w2 = qw22 + pw12

• Mean population fitness = w = pw1 + qw2