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Population Genetics Hardy Weinberg Equilibrium
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Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Dec 16, 2015

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Page 1: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Population Genetics

Hardy Weinberg

Equilibrium

Page 2: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

6.1 Mendelian Genetics in Populations:

The Hardy-Weinberg Equilibrium Principle

Page 3: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Population Genetics

• Population genetics is concerned with the question of whether a particular allele or genotype will become more common or less common over time in a population, and Why.

• Example: – Given that the CCR5-32 allele confers immunity to

HIV, will it become more frequent in the human population over time?

Page 4: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Predicting Allele Frequencies

Populations in Hardy-Weinberg equilibrium

Page 5: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Yule vs. Hardy

• What are the characteristics of a population that is in equilibrium or another words, not evolving.

• Yule thought that allele frequencies had to be 0.5 and 0.5. for a population to be in equilibrium.

• Hardy proved him wrong by developing the Hardy-Weinburg equation.

Page 6: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Punnett square

• 60 % of the eggs carry allele A and 40% carry allele a

• 60% of sperm carry allele A and 40% carry allele a.

Page 7: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Sample problem• In a population of 100 people, we know that

36% are AAAA , 48% are Aa, Aa, and 16% are aa.aa.

• Determine how many alleles in the gene pool are A A or aa.

– Each individual makes two gametes....– How many AA alleles are in this population’s gene

pool? _____ – How many aa alleles? _____

120

80

(36*(2)+48)(16*(2) +48)

Page 8: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

What percent of the alleles are AA or aa ?

120 / 200 = .6 or 60% AA ; or

.6 = frequency of allele AA

80 / 200 = .4 or 40% a ; a ; or

.4 = frequency of allele aa

Page 9: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

• Creating the Hardy-Wienburg equation is a matter of combining probabilities found in the Punnett square.

Page 10: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Combining Probabilities

• The combined probability of two independent events will occur together is equal to the product of their individual probabilities.– What is the probability of tossing a nickel and

a penny at the same time and having them both come up heads?

• ½ x ½ = ¼

Page 11: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Combining Probabilities

• The combined probability that either of two mutually exclusive events will occur is the sum of their individual probabilities. When rolling a die we can get a one or a two (among other possibilities), but we cannot get both at once. Thus, the probability of getting either a one or a two is

• 1/6 + 1/6 = 1/3

Page 12: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Calculating Genotype Frequencies

• We can predict the genotype frequencies by multiplying probabilities.

Page 13: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Hardy-Weinburg equation

Genotype Frequencies

Page 14: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Zygotes Allelic frequency Genotype frequency

AA (p)(p) p2

Aa (p)(q)2pq

aA (q)(p)

aa (q)(q) q2

  

Genotype frequencies described by p2+2pq+q2=1.0

Page 15: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

The relationship between allele and genotype frequency

• Let original A A frequency be represented by p and original aa frequency be represented by q

• Since there are only two alleles possible for this gene locus, The frequencies of AA and aa must equal 1.0

• Therefore, p + q =1.0

Page 16: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Sample: calculating genotype

frequencies from allele frequencies? If a given population had the following allele frequencies:

allele frequency (p) for A A of 0.8allele frequency (q) for aa of 0.2

Determine the genotype frequencies of this population?

AAAA AaAa aaaa0.64 0.32 0.04

AAAA = p2 ; AaAa = 2pq ; and aaaa = q2 as follows…

Page 17: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

We can also calculate the frequency of alleles from the genotype frequencies.

When a population is in equilibrium the genotype frequencies are represented as..

P2 + 2pq +q2

The allele frequency can therefore be calculated as follows.

A = p2 + ½(2pq) and a = q2 + ½(2pq)

Page 18: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Examining our example again we see that if we use the frequencies we calculated for each genotype….

p2 2pq q2

0.64 AA .32 Aa .04 aa

A = p2 + ½ (2pq)

A=.64 + ½ (.32)

A = 0.8

and since q = 1-p ; then a = 1-(0.8 ) a = 0.2

Page 19: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

These rules hold as long as a population is in equilibrium.

Hardy Weinberg Equilibrium describes the conclusions and assumptions that must be present to consider a population in equilibrium.

Page 20: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Hardy Weinberg Conclusions

1. The allele frequencies in a population will not change from generation to generation.

You would need at least 2 generations of data to demonstrate this.

2. If the allele frequencies in a population are given by p and q then the genotype frequencies will be equal to p2; 2pq ; q2.

Therefore if AAAA can not be predicted by p2

Aa Aa cannot be predicted by 2pq and aaaa cannot be predicted by q 2

then the population is not in equilibrium

Page 21: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

There are 5 assumptions which must be met in order to have a population in

equilibrium1. There is no selection. In other words there

is no survival for one genotype over another2. There is no mutation. This means that none

of the alleles in a population will change over time. No alleles get converted into other forms already existing and no new alleles are formed

3. There is no migration (gene flow)New individuals may not enter or leave the population. If movement into or out of the population occurred in a way that certain allele frequencies were changed then the equilibrium would be lost

Page 22: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

4. There are no chance events (genetic drift) This can only occur if the population is sufficiently large to ensure that the chance of an offspring getting one allele or the other is purely random. When populations are small the principle of genetic drift enters and the equilibrium is not established or will be lost as population size dwindles due to the effects of some outside influence

5. There is no sexual selection or mate choice Who mates with whom must be totally random with no preferential selection involved.

Exceptions to Hardy Weinberg cont.

Page 23: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Problem #6 on page 219

• Go to your text page 219 and answer question number 6.

Page 24: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

• In humans, the COL1A1 locus codes for a certain collagen protein found in bone. The normal allele at the locus is denoted with S. A recessive allele s is associated with reduced bone mineral density and increased risk of fractures in both Ss and ss women. A recent study of 1,778 women showed that 1,194 were SS, 526 were Ss, and 58 were ss.

• Are these two alleles in Hardy-Weinberg equilibrium in this population?

• What information would you need to determine whether the alleles will be in Hardy-Weinberg equilibrium in the next generation?

Page 25: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Problem approach

• Check that conclusion #2 holds – First figure genotype frequencies from the data

(percentages)– Then from the data, count the actual AA alleles in the

population and the actual aa alleles in the population.

What are their frequencies?• Then calculate the predicted genotype

frequencies of Hardy Weinberg and compare to actual numbers.

Page 26: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

The genotype frequencies are:

SS =1194/1778 = .67 Ss= 526/1778 = .30 ss= 58/1778 = .03

2914/ 3556 S alleles = 0.82 S frequency or .67+1/2(.30) = 0.82

642 / 3556 s alleles = 0.18 s frequency or .03 + ½ (.30)=0.18If the population is in Hardy-Weinberg equilibrium, the allelefrequencies should predict the genotype frequencies.

SS genotype frequency would be (0.82)2 , = 0.67;

Ss frequency would be 2 (.82) (.18), = 0.30;

ss frequency would be (0.18)2 , = 0.03.

These numbers almost exactly match the measured genotype frequencies - so this population may be in Hardy-Weinberg equilibrium

Calculate allele frequencies from genotype frequencies

Page 27: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

However, what also must we know to be sure?

• We would need to check in future generations to make sure that the allele frequencies are not changing.

• So here we confirmed conclusion #2 but have not yet verified conclusion#1.

Page 28: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Example

Initial frequencies 15 B1B1 50 B1B2 15 B2B280

total

Page 29: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Example

Initial frequencies 15 B1B1 50 B1B2 15 B2B280

total

Calculate genotype frequencies 15/80 = .1875 50/80 = .625 15/80 = .188

Page 30: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Example

Initial frequencies 15 B1B1 50 B1B2 15 B2B280

total

Calculate genotype frequencies 15/80 = .1875 50/80 = .625 15/80 = .188

Calculate allele frequencies in the population

B1=

15+1/2(50)/80

= .5

B2=

15+1/2(50)/80

= .5

Page 31: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Example

Initial frequencies 15 B1B1 50 B1B2 15 B2B280

total

Calculate genotype frequencies 15/80 = .1875 50/80 = .625 15/80 = .188

Calculate allele frequencies in the population

B1=

15+1/2(50)/80

= .5

B2=

15+1/2(50)/80

= .5

Can we predict the genotype frequency from the allele frequency?

(Frequency of B1)2

(0.5) 2 = .25

2(B1 B2)

2(.5)(.5) = .5

(Frequency of B1)2

(0.5) 2 = .25

Page 32: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Example

Initial frequencies 15 B1B1 50 B1B2 15 B2B280

total

Calculate genotype frequencies 15/80 = .1875 50/80 = .625 15/80 = .188

Calculate allele frequencies in the population

B1=

15+1/2(50)/80

= .5

B2=

15+1/2(50)/80

= .5

Can we predict the genotype frequency from the allele frequency?

(Frequency of B1)2

(0.5) 2 = .25

2(B1 B2)

2(.5)(.5) = .5

(Frequency of B1)2

(0.5) 2 = .25

Allele frequency does not predict genotype frequency.

Population is not in Hardy-Weinberg equilibrium because it violates conclusion 2

Page 33: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Using the Hardy-Weinberg equilibrium with more than two

alleles• In a population of mice, coat color is determined

by 1 locus with 4 alleles: A, B, C, and D. The possession of an A allele confers black coat color with another A allele, or a D allele. If a B allele is present with an A allele then coat color is brown, and if C is present with and A allele, coat color is grey. All other phenotypes are light tan. Given that the frequencie of the A, B, and C alleles are .05, .4, and .3, respectivelly, what are the phenotpic frequencies of black, brown, grey and light tan mice when the population is in Hardy-Weinberg equilibrium?

Page 34: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Adding Selection to the Hardy-Weinberg Analysis

• How do you know if a population is responding to selection. 1. Some phenotypes allow greater survival to reproductive age.

-or-2. Equal numbers of individuals from each genotype reach reproductive age but some genotypes are able to produce more viable (reproductively successful) offspring. If these differences are heritable then evolution may occur over time.

Page 35: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

• most phenotypes are not strictly the result of their genotypes.

• Environmental plasticity and

• interaction with other genes may also be involved.

• not as simple as we are making it here.

CautionCaution

Page 36: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

We will look at two possible effects of natural selection on the gene pool

1. Selection may alter allele frequencies or violate conclusion #1

2. Selection may upset the relationship between allele frequencies and genotype frequencies. Conclusion #1 is not violated but conclusion #2 is violated.

Page 37: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

An example of what we might see happen to allele

frequencies when natural selection is at work

Page 38: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Let B1 and B2 = the allele frequencies of the

initial population

with frequencies of B1 = .6 and B2 = .4

• After random mating which produces 1000 zygotes we get:

Page 39: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Selection ExampleInitial frequencies

B1= 0.6; B2 = 0.4360 B1B1 480 B1B2 160 B2B2 1000 total

Page 40: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Selection ExampleInitial frequencies

B1= 0.6; B2 = 0.4360 B1B1 480 B1B2 160 B2B2

1000 total

differential survival of offspring leads to reduced numbers of some genotypes

100%

survive

75 %

survive

50 % survive

Page 41: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Selection ExampleInitial frequencies

B1= 0.6; B2 = 0.4360 B1B1 480 B1B2 160 B2B2

1000 total

differential survival of offspring leads to reduced numbers of some genotypes

100%

survive

75 %

survive

50 % survive

number surviving 360 360 80 800 total

Page 42: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Selection ExampleInitial frequencies

B1= 0.6; B2 = 0.4360 B1B1 480 B1B2 160 B2B2

1000 total

differential survival of offspring leads to reduced numbers of some genotypes

100%

survive

75 %

survive

50 % survive

number surviving 360 360 80 800 total

The genotype frequencies of mating individuals which survive is

.45 .45 .10

Page 43: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Selection ExampleInitial frequencies

B1= 0.6; B2 = 0.4360 B1B1 480 B1B2 160 B2B2

1000 total

differential survival of offspring leads to reduced numbers of some genotypes

100%

survive

75 %

survive

50 % survive

number surviving 360 360 80 800 total

The genotype frequencies of mating individuals which survive is

.45 .45 .10

Using the genotype frequencies, calculate the allelic frequencies in the new population

B1 = B2 =

Page 44: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Selection ExampleInitial frequencies

B1= 0.6; B2 = 0.4360 B1B1 480 B1B2 160 B2B2

1000 total

differential survival of offspring leads to reduced numbers of some genotypes

100%

survive

75 %

survive

50 % survive

number surviving 360 360 80 800 total

The genotype frequencies of mating individuals which survive is

.45 .45 .10

Using the genotype frequencies, calculate the allelic frequencies in the new population

B1 =

.45+1/2(.45)

= 0.675

Page 45: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Selection ExampleInitial frequencies

B1= 0.6; B2 = 0.4360 B1B1 480 B1B2 160 B2B2

1000 total

differential survival of offspring leads to reduced numbers of some genotypes

100%

survive

75 %

survive

50 % survive

number surviving 360 360 80 800 total

The genotype frequencies of mating individuals which survive is

.45 .45 .10

Using the genotype frequencies, calculate the allelic frequencies in the new population

B1 =

.45+1/2(.45)

= 0.675

B2 = 1/2(.45)+0.10

= 0.325

Page 46: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Selection ExampleInitial frequencies

B1= 0.6; B2 = 0.4360 B1B1 480 B1B2 160 B2B2

1000 total

differential survival of offspring leads to reduced numbers of some genotypes

100%

survive

75 %

survive

50 % survive

number surviving 360 360 80 800 total

The genotype frequencies of mating individuals which survive is

.45 .45 .10

Using the genotype frequencies, calculate the allelic frequencies in the new population

B1 =

.45+1/2(.45)

= 0.675

B2 = 1/2(.45)+0.10

= 0.325

an increase of .075

a decrease of .075

Page 47: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Selection ExampleInitial frequencies

B1= 0.6; B2 = 0.4360 B1B1 480 B1B2 160 B2B2

1000 total

differential survival of offspring leads to reduced numbers of some genotypes

100%

survive

75 %

survive

50 % survive

number surviving 360 360 80 800 total

The genotype frequencies of mating individuals which survive is

.45 .45 .10

Using the genotype frequencies, calculate the allelic frequencies in the new population

B1 =

.45+1/2(.45)

= 0.675

B2 = 1/2(.45)+0.10

= 0.325

an increase of .075

a decrease of .075

Thus, conclusion #1 is violated because the allele frequencies are changed; we are not in equilibrium. The population is evolving!

Page 48: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Creating an equation that allows for selection

• First, we analyze the population on the basis of the fitness of the offspring.

• Fitness (w) is defined as the survival rates, or percentage of individuals which survive to reproduce.

• We can use the fitness (w) of each genotype to calculate the average fitness of the population

Page 49: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Fitness formulas

• If :

w11 = fitness of allele #1 homozygote

w12 = fitness of the heterozygote

w22 = fitness of allele #2 homozygote mean fitness of the population will be described by the formula:

ŵ = p2w11 + 2pqw12 + q2w22

MEAN FITNESSMEAN FITNESS

Page 50: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

For our previous example

• B1= 0.6 and B2 = 0.4 and

fitness of B1B1 = 1.0 (100% survived)

fitness of B1B2 = .75 ( 75% survived)

fitness of B2B2 = .50 (50% survived)

• Figure the mean fitness now.Figure the mean fitness now.

Page 51: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

For our previous example

• B1= 0.6 and B2 = 0.4 and

fitness of B1B1 = 1.0 (100% survived)

fitness of B1B2 = .75 ( 75% survived)

fitness of B2B2 = .50 (50% survived)

• Figure the mean fitness now.Figure the mean fitness now.• ŵ= (.6)2(1)+

Page 52: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

For our previous example

• B1= 0.6 and B2 = 0.4 and

fitness of B1B1 = 1.0 (100% survived)

fitness of B1B2 = .75 ( 75% survived)

fitness of B2B2 = .50 (50% survived)

• Figure the mean fitness now.Figure the mean fitness now.• ŵ= (.6)2(1)+(2(.6)(.4)(.75)) +

Page 53: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

For our previous example

• B1= 0.6 and B2 = 0.4 and

fitness of B1B1 = 1.0 (100% survived)

fitness of B1B2 = .75 ( 75% survived)

fitness of B2B2 = .50 (50% survived)

• Figure the mean fitness now.Figure the mean fitness now.ŵ= (.6)2(1)+(2(.6)(.4)(.75)) + (.4)2 (.5)

= .80

Page 54: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

We can also use the fitness to calculate the expected frequency of each genotype in the next generation. We can do it the long way, if we know actual numbers OR…….

B1B1 = P2w11

ŵ

B1B2 = 2pqw12

ŵ

B2B2 = q2w22

ŵ

Page 55: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

We can also use the fitness to calculate the expected frequency of each allele in the next generation.

B1 = p2w11+pqw12 B2 = pqw12+q2w22

ŵ ŵ

Page 56: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Finally, we can calculate the change () in

the frequency of B1 or B2 directly as follows:

Δ B1 = Δp = p (pw11+qw12 – ŵ)

ŵ

Δ B2 = Δq = q (pw12+qw22 – ŵ)

ŵ

Page 57: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

In class problem

• Go back to problem # 6 on page 219. Taking this current population that you have already analyzed, figure out what the new genotypenew genotype and allele frequenciesallele frequencies will be if the fitness of these individuals is actually as follows:

• SS individuals 0.7 ; Ss individuals 1.0 and the ss individuals 0.8.

Page 58: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

ŵ = p2w11 + 2pqw12 + q2w22

ŵ= (.82) 2 (.7) + 2(.82)(.18)(1.0) + (.18)2 (.8)ŵ = .470 + .295 + .026 = .791

B1B1 = P2w11

ŵ

B1B2 = 2pqw12

ŵ

B2B2 = q2w22

ŵ

; SS = (.82)2(.7) / .791 = .595

;Ss = 2(.82)(.18)(1.0) / .791 = .373

;ss = (.18)2(.8) / .791 = .032

We calculated S = .82 and s = .18

and the fitnesses are w11(SS)=.7; w12(Ss)=1; w22(ss)=.8We know this to start

Page 59: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

B1 = p2w11+pqw12

ŵ

B2 = pqw12+q2w22

ŵ

S = (.82)2(.7) + (.82)(.18)(1.0) = .78 .791

s = (.82)(.18)(1.0) + (.18)2(.8) = .22 .791

Page 60: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

So…… B1B1 = .595 B1B2 = .373 B2B2 = .032

and

B1 = .78 B2 = .22

Is this population in equilibrium?

Have the allele frequencies changed?

Can we predict the genotype frequencies from the allelic frequencies?

Page 61: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Experimental confirmation of loss of Hardy Weinberg

equilibrium

Page 62: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Fruit fly experiments of

Cavener and Clegg

Page 63: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

• Worked with fruit flies having two versions of the ADH (alcohol dehydrogenase) enzyme, F and S. (for fast and slow moving through an electrophoresis gel)

• Grew two experimental populations on food spiked with ethanol and two control populations on normal, non-spiked food. Breeders for each generation were Breeders for each generation were picked at randompicked at random.

• Took random samples of flies every few generations and calculated the allele frequencies for AdhF and AdhS

Page 64: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Figure 5.13 pg 158

Page 65: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Can we identify which equilibrium

assumption is being violated? • only difference is ethanol in food

migration? random mating? drift? mutations?

• If we eliminate the other factors...Must be selectionselection for the fast form of gene.

• Indeed studies show that AdhF form breaks down alcohol at twice the rate as the AdhS form.

• Therefore offspring carrying this allele are more fit and leave more offspring and the make-up of the gene pool changes.

Page 66: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Cavener and Clegg demonstrated that selection

pressure can lead to changes in allele frequencies in just a

few generations

Page 67: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

A second selection scenario

• Selection may upset the relationship between allele frequencies and genotype frequencies.

• Conclusion #1 ( allele frequencies do not change) is not violated but conclusion #2 (that we can predict genotype frequencies from allele

frequencies) is violated.

Page 68: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Genetic variation for resistance to kuru in a Fore population

• Kuru is a fatal neurological disorder that is caused by the misfolding of a prion protein in neurological tissue.

• Humans contract the disease by eating contaminated tissue.

• Symptoms start with shivering and trembling and lead to staggering and trouble talking and swallowing to coma and death.

Page 69: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Genetic variation for resistance to kuru in a Fore population

• The greatest outbreak of kuru occurred in the 1950’s in the Fore people. They practiced ritual funereal cannibalism.

• Researchers wanted to know whether certain genotypes were more susceptible than others.

• They looked at 2 different alleles for the encoded protein that was responsible for the disease. – One allele contained Met at position 129 while

the other contained a Val at the same position.

Page 70: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Genotypes of the survivors

• Researchers surveyed a population of 30 females who had eaten dead relatives and yet survived the kuru epidemic without getting sick.

• The numbers of individuals with their genotypes were as follows:

– Met/Met Met/Val Val/Val 4 23 3

Page 71: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Do these numbers deviate significantly from H.W. equallibrium?

– Met/Met Met/Val Val/Val

4 23 3

1. Calculate the allele frequencies.Met (8+23) =0.52

60

Val (23+6) =0.48

60

Page 72: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

2. Calculate the genotype frequencies expected under the Hardy-Weinberg principle.

– Met/Met Met/Val Val/Val

(.52)2 2(.52)(.48) (.48)2

= .27 =.5= .23

Page 73: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

3. Calculate the expected number of individuals of each genotype under Hardy-Weinberg equilibrium.

Met/Met Met/Val Val/Val

(.27)(30) (.5)(30) (.23)(30)

= 8 = 15 = 7

These numbers are different from the ones that were actually observed in the population.

= 4 = 23 = 3

Page 74: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Is the difference statistically significant?

• Is it plausible that the difference between the expected and observed values arose by chance?

• Our null hypothesis is that the difference is simply due to chance.

Page 75: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Chi-square

4. Calculate the test statistic using Chi-square.

(observed – expected)2

8 15 7

Is the value 8.55 statistically significant or could it reasonably have occurred by chance?

(expected)

Page 76: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

5. Determine whether the value of the test statistic is significant.

• Look up the value of 8.55 in the table of “Critical values of the chi-square distribution”.

– To use this table we need to calculate the degrees of freedom (df) for the test statistic.

df = number of classes – number of independent values.

There are three classes: the number of genotypes.

We calculated two values in determining the expected values: the total number of individuals, and the frequency of the Val allele

df = 1

Page 77: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

• The critical value for most research studies is P = 0.05.– This means that there is a 5% chance that are null

hypothesis is correct. – Any P value less than 0.05 means that we reject our

null hypothesis.

• Our value of 8.55 has a P value of .0034.

• Therfore we reject our null hypothesis that the difference between the expected and the observed is simple due to chance events.

Page 78: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

What pattern of allele frequency changes might be caused by selection

• If selection is acting, does the raterate of evolution of a particular allele depend on whether it is….

heterozygote or homozygote?

dominant or recessive?

Page 79: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Natural SelectionNatural Selection is most potent as an evolutionaryevolutionary forceforce when selection acts on recessiverecessive allelesalleles which are common common and the dominant form is relatively rare.

• Dawson’s Flour beetle example • Studied a gene locus that had a wild type

(+) allele and a lethal allele. • +/+ or +/L are normal L/L is lethal. • Two experimental populations composed

of all heterozygotes +/L; (+ = 0.5 and L =0.5).

• Expected populations to evolve toward lower frequency of the L allele.

Page 80: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Results showed that the recessive lethal did drop rapidly at first but slowed down over successive generations.

WHY?

Page 81: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

With each new generation there are less and less homozygous lethals for selection to act on and the lethal allele hides in the heterozygotes

In each succeeding generation all LL are lost and ++ makes up a greater proportion of the survivors.

Page 82: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Summary• Dawson showed that dominance and allele frequency interact to

determine the rate of evolution when acted on by selection

• when a recessive allele is common and there is a great difference in fitness between the phenotypes then evolution is rapid because both the recessive and dominant phenotype are well represented for both the recessive and dominant phenotype are well represented for selection to act on.selection to act on.

• Example if A= .05 a= .95

– AA Aa aa(0.05)2 2(0.05)(0.95) (0.95)2

= .0025 =.095 = .9025

Almost 10 % in the population have the dominant phenotype, while 90 % have the recessive phenotype

Thus if the two phenotypes differ in fitness there will be a change in Thus if the two phenotypes differ in fitness there will be a change in allele frequencyallele frequency

Page 83: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Summary• If recessive allele is rare and the dominant allele is

common, evolution is slow.• Example if A= .95 a= .05

– AA Aa aa(0.95)2 2(0.95)(0.05) (0.05)2

= .9025 =.095 = .0025

• Approximately 100% of the population has the dominant phenotype.

• Even if the phenotypes differ greatly in fitness, there are so few of the minority phenotype that there will be little change in allele frequencies in the next generation.

Page 84: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Selection on Heterozygotes and Homozygotes

Page 85: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Selection on Heterozygotes and

Homozygotes • Normally in a recessive/ dominant gene,

the fitness of the heterozygote will be equal to that of the dominant homozygotes

• Also, it is possible for the heterozygotes to have a fitness intermediate to the two homozygotes.

• Thirdly we may find Heterozygote Superiority or Inferiority

(incomplete dominance)

Page 86: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Scenario #1 from Mukai and Burdick

Fruit fly experiment • Studied a gene in which

  Homozygotes for one allele are viable (VV)

 Homozygotes for the other allele are not viable and lethal. (LL)

• Started with all heterozygotes to establish a new population (each allele =.5)

• Predict the frequency of V after 15 generations.

Page 87: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

The experiment

-After several generations equilibrium was reached at .79 frequency for the viable allele-This means that the lethal allele was at a frequency of 0.21!

How could this beHow could this be?

Page 88: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

To further test these results, Mukai and Burdick did a second experiment...

-This time the population began with a frequency of .975 of V allele.

- Expected the population to eliminate all lethal alleles and fix the viable allele at 1.0.

-However, Same equilibrium around a frequency of .79 was reached for viable allele!

Page 89: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

This is a case of Heterozygote superiority or overdominance (also called heterosis)

• There is some advantage to the heterozygote condition and the heterozygote actually has a superior fitness to either homozygote.

• Example in humans is sickle cell anemia, • Leads to the maintenance of genetic

diversity = balanced polymorphism

Page 90: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Can also have Heterozygote inferiority or underdominance • Where the heterozygote condition is

inferior to either of the homozygotes

• What do you predict would happen What do you predict would happen here?here?

• Leads to fixation of one allele in the population, while the other is lost.

• Either allele may be fixed depending on conditions and beginning frequencies of each allele in the gene pool.

Page 91: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Example from G.G. Foster’s work with Fruit flies

• Looked at chromosome differences where different chromosome forms behave like single alleles.

• In meiosis compound chromosomes may or may not segregate.

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Page 93: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Only certain chromosomal; combinations will lead to viable zygotes

+

+

+

+Which of these combinations would give viable offspring?

A

B

C

D

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Page 95: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.
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What is the evolutionary impact?

• Leads to a loss of genetic diversity

• Although if different alleles are fixed in different populations can help maintain genetic diversity among populations

Page 97: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

SUMMARY

• When one allele is consistently favored it will be driven to fixation

• When heterozygote is favored both alleles are maintained and at a stable equilibrium (balanced polymorphism) even though one of the alleles may be lethal in the homozygous state.

Page 98: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Frequency-Dependent Selection

• Evolution can be effected by the frequency of a particular phenotype in the population.

Page 99: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Frequency-dependent selection

• The Elderflower orchid example in book

• Population’s allele frequencies remain at or near an equilibrium but it is due to the direction of selection fluctuating

• First one allele is favored and then the other

• Population fluctuates around an equilibrium point

Page 100: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

The favored allele fluctuates because

• Bumblebees visit yellow and purple flowers alternately• The least frequent phenotype is visited more often and

receives more pollination events.• In subsequent generations this color becomes more and

more frequent until it becomes the dominant color.• Once this happens then the same color becomes less

frequently visited and the other color becomes favored. • Oscillation between the two colors continues and the

favored allele alternates over time around some mean equilibrium value.

Page 101: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

End of Selection Effects

Page 102: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Effects of Mutation

• Mutation is the source of all new alleles

• Mutation provides the raw material on which selection can act

Page 103: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Hardy Weinberg and Mutation

• Mutation alone is a weak or nonexistent evolutionary force

• If all mutations that happened, occurred in gametes so that they would be immediately passed on to their offspring and ….

• the rate of mutation were high, say Aa at a rate of 1 in 10,000 per generation.

• then the rates are very slow as shown in figure 5.22

Page 104: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Figure 5.23 pg. 183

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Page 106: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Mutation and Selection

In concert with selection, mutation becomes a potent evolutionary

force.

Page 107: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Richard Lenski and colleagues working with E. coli

• Used a strain of E. coli that cannot exchange DNA (conjugation) so the only possible source of genetic variation is mutation.

• Showed steady increases in fitness and size over 10,000 generations in response to a demanding environment. (little over 4 years)

• However, increases in fitness occurred in jumps when a beneficial mutation occurred and then spread rapidly through the population

Page 108: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Figure 5.25 pg 185

Page 109: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Mutation –Selection Balance

• Most mutations are deleterious • Selection acts to eliminate them • Deleterious Mutations persist because they

are created anew over and over again• When the rate at which they are formed

exactly equals the rate at which they are eliminated by selection the allele is in equilibrium. = mutation-selection balance

Page 110: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Intuition tells us that ...• If the mutation is only mildlymildly deleteriousdeleterious and

therefore selectionselection against it is weakweak; andand • MutationMutation rate is highhigh then • The equilibrium frequency of the mutated allelemutated allele

will be relatively high in the populationhigh in the population.• If, on the other hand, there is strong selection strong selection

againstagainst a mutation (the mutation is highly deleterious) and the mutation rate is lowmutation rate is low then

• Equilibrium ratio of the mutated allele will be mutated allele will be lowlow

Page 111: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Example

• Spinal muscular atrophy, second most common lethal autosomal recessive disease. Selection coefficient is .9 against the disease mutations.

• However, 1 in 100 carry a disease causing allele in Caucasians

• Research shows that the mutation rate for this disease is quite high

• Mutation selection balance is proposed explanation for persistence of mutant alleles.

Page 112: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Cystic Fibrosis

• Cystic fibrosis is the most common lethal autosomal recessive disease in Caucasians

• Mutation-selection balance alone cannot account for the high frequency of the allele = .02

• Appears to also be some heterozygote superiority involved

• Heterozygotes are resistant to typhoid fever bacteria and have superior fitness during typhoid fever epidemic.

Page 113: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Cystic Fibrosis• Pier and his colleagues have found, in 11 European countries, an

association between the severity of typhoid outbreaks and the frequency of the delta-F508 allele (the most common loss-of-function mutation) a generation later.

• Salmonella typhi bacteria manipulate their host cells, causing them to express more CFTR protein on their membranes.

• Pier et al. engineered cells homozygous for functional CFTR alleles, homozygous for a common loss-of-function allele, and heterozygous for the two. The loss-of-function homozygotes were virtually impervious to invasion by typhus-causing bacteria; heterozygotes were more vulnerable, but accumulated 86% fewer bacteria than did the dominant homozygotes.

Page 114: Population Genetics Hardy Weinberg Equilibrium. 6.1 Mendelian Genetics in Populations: The Hardy-Weinberg Equilibrium Principle.

Quiz 1.

Multiply Choice question: Mark all the choices that are correct.

1. Which of the follow describes a population that is at equilibrium yet has an allele that is lethal. The selective advantage enjoyed by the lethal allele when it is in heterozygotes exactly balances the obvious disadvantage it suffers when it is in homozygotes.

A homogenization across populationsB haplodiploidyC heterozygote superiority

D overdominance