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The Genetic Basis of Evolution
• Additional reading for these
lectures:‘Evolution’ by Barton et
al, Part III.Available in the
library
Lecture Outline
1) General Introduction	

2) Defining ourTerms	

3) Genetic Drift	

4) Selection
Away from pan-selectionism
• Most people don’t really
understand evolution	

• A very common mistake is
to take a pan-selectionist
view.“Everything can be
explained by selection.”	

• This is an oversimplified
‘storybook’ view of evolution
Away from pan-selectionism
“Then the elephant sat back on his little haunches, and pulled,
and pulled, and pulled, and his nose began to stretch”
Pan-selectionist would
try to come up with a
story for why the trunk
confers a selective
advantage	

!
This is not much better
than a ‘just so’ story
Away from pan-selectionism
	

 My job is to de-program you from the pan-selectionist heresy
Away from pan-selectionism
• First and foremost is genetic drift which goes on in all
populations and accounts for much of the genetic
differentiation between individuals, between populations of the
same species and between different species.	

• Second we must understand the action of the basic modes of
selection. It’s not a case of choosing between selection or
drift; selection occurs against a background of drift.
DRIFTSELECTION
Lecture Outline
1) General Introduction	

2) Defining ourTerms	

3) Genetic Drift	

4) Selection
Defining ourTerms, Part I
	

 We need to understand the following vocabulary, so that we
can use the words accurately and confidently:
1. Gene	

2. Locus	

3. Allele	

4. Genotype	

5. Phenotype
Write down your best definition of
each of these terms
Definition: Gene
Gene	

• Segregating and heritable determinant of the phenotype.	

• The fundamental physical and functional unit of heredity, which
carries information from one generation to the next.	

• A segment of DNA, composed of a transcribed region and
regulatory sequences that make possible transcription.	

• Human Genome Nomenclature Organization:“a DNA
segment that contributes to phenotype/function”	

• Long distance regulation? Alternative splicing?
Our definition of the gene is getting
fuzzier all the time
Definition: Locus
Locus (pl. loci)	

• The position on a chromosome of a gene or other chromosome
marker	

• Can also refer to the DNA at that position	

• The use of locus is sometimes restricted to mean regions of DNA
that are expressed
[Source: DOE Primer on Molecular Genetics]
Definition: Locus
	

 We can find specific DNA sequences in the genome by going
FISHing. (FISH = flourescence in situ hybridisation)
N-myc locus on 2p24 (normally)
Definition: Locus
	

 Multiple copies of n-myc rearranged in a homogeneously
staining region (HSR) on a different chromosome - one of the
classic ways in which n-myc amplicons are formed.
Definition:Allele
Allele	

• Variant of a gene. Different alleles can lead to different
phenotypes	

• Diploids have two copies of each gene. 	

	

 A homozygote possesses two copies of the same allele, while a
heterozygote possesses two different alleles
Allele Frequency (proportion)
Frequency of A allele:	

p = 11/16 = 0.6875	

(i.e. 2×Homozygotes + Heterozygotes)
Definition: Genotype
Genotype	

• The genetic makeup of an individual	

• A description of the alleles possessed by an individual	

Genotype frequency
Under random mating we expect to see
Hardy-Weinberg genotype frequencies:

p2 2p(1-p) (1-p)2
0.5 0.375 0.125
Definition: Genotype
	

 When alleles are rare they are more commonly found in
heterozygote genotypes
	

 Remember this graph – it will come in very handy when
we come to think about drift and selection later on!
Definition: Phenotype
Phenotype	

• The physical characteristics of an individual	

• Composed of ‘traits’	

• Interaction of genes and environment. Genetic component of the
phenotype is heritable, environmentally acquired component of
phenotype is not.

• What about the ‘extended’ 

phenotype?

• Does this cased Caddisfly’s 

shell constitute a phenotype?
Defining ourTerms, Part II
	

 We need to understand the following vocabulary, so that we
can use the words accurately and confidently:
6. Gamete	

7. Zygote	

8. Dominant	

9. Recessive
Write down your best definition of
each of these terms
Definition: Gamete & Zygote
Gamete	

• Germline cell that is able to unite with another of the opposite sex
during sexual reproduction	

• Produced by meiosis	

• Contains half the chromosomes of the parents	

Zygote	

• The earliest developmental stage 

of the embryo	

• Produced by the fusion of 

two gametes
Definition: Dominant & Recessive
Which of these statements areTrue and which are False…	

• The terms ‘dominant’ and ‘recessive’ apply to genes	

• The terms ‘dominant’ and ‘recessive’ apply to alleles	

• The dominant allele is the one that is selected for	

• If the alleles are A and a then A is the dominant allele	

• The dominant allele is the most common in the
population	

• The dominant allele expresses its phenotype even when
present in a heterozygote	

• If A is dominant over a then individuals who are AA and
Aa have the same phenotype (but…)
(Convention,
not a rule)
Bringing it all together
• Two alleles of the same gene, called
A and a. 	

• A homozygous AA individual mates
with a heterozygote.We can list the
gametes that can be produced by
each parent.	

• These gametes fuse to form zygotes,
and hence offspring individuals of
the next generation.
Bringing it all together
• What genotype proportions would we
expect to see in the zygotes?	

• We know that A is dominant over a, and
codes for red feathers.What proportion
of individuals in the offspring generation
would we expect to have red feathers?	

• There are two processes that could
cause an offspring not to have red
feathers – one that I’ve mentioned and
what that I haven’t yet.What are they?
Environment
Mutation
Questions?
Lecture Outline
1) General Introduction	

2) Defining ourTerms	

3) Genetic Drift	

4) Selection
DRIFT
Genetic Drift
• Genetic drift describes the process by which allele frequencies
change over time due to the effects of random sampling.	

• Drift takes place as a consequence of finite population size.	

• It is not a case of choosing between selection or drift. Genetic
drift takes place in all populations, and any selection must
occur against this background of drift.	

• Genetic drift can help us to understand differences between
individuals, between populations of the same species and
between different species.
Genetic Drift
How does it work?...	

• Imagine a finite population of individuals.
Let us assume that every individual in the
population is as fit as every other.
Assume complete random mating.	

• Take a particular individual of the
offspring generation. It is equally likely
that any member of the previous
generation is the parent.	

• We can go even further – any gene copy
in the offspring generation has an equal
chance of coming from any gene copy in
the parental generation.
Genetic Drift
We can simplify the process…	

• Just focus on the gametes of each
generation.	

• We can say that the next generation of
gametes is produced by sampling with
replacement from the previous generation.	

• By pure chance we might sample a
particular allele more or less often than
expected, causing the allele frequencies to
change from one generation to the next.	

• This occurs generation after generation,
causing allele frequencies to drift over time.
Genetic Drift: Example
Two alleles called A and a. Starting allele frequency of A is p=0.6,

meaning the starting allele frequency of a must be (1-p)=0.4
Generate next generation by sampling with replacement from
previous generation	

!
Same process again. Notice that the allele frequency drifted from
one generation to the next.
Simulation starting with 100
heterozygous individuals
(p=0.5)
Genetic Drift
Graph of a particular allele frequency as it changes over time
Notice that eventually the allele frequency gets stuck at p=1.	

• It gets stuck here because there is only one allele left to sample!	

• This is called fixation.The allele has become fixed in the population.	

• The other possibility is that the allele gets lost, in which case the other
allele must have become fixed (assuming two alleles)
(population size
= 100 diploids)
Genetic Drift
Look at many replicates of the process of evolution
• Equal chance of drifting up or down	

• If we leave enough time we can be certain that one or other
allele will become fixed, and the other will become lost.	

• Which of these events is more likely depends only on the
starting allele frequency. There is no selection in this model!
Think about it….	

!
Would genetic drift be stronger in a
smaller population or a larger
population?
Genetic Drift
Genetic drift is stronger in a small population than in a large
population
The effect of random sampling is greater in a small
population than in a large population
Genetic Drift
One place that drift can be particularly strong is when a
population undergoes a bottleneck
The human population has almost certainly gone through
several such bottlenecks on way out of Africa
Genetic Drift
At the moment our model of how a population evolves is an
extremely simplified cartoon of real life.We could make it more
realistic by…
These modifications make very little difference to the process of
drift!The key fact is always true:
• Allowing for two separate sexes	

• Allowing the population size to change over time	

• Using a more realistic model for how many offspring
an individual might have	

• Etc.
Lecture Outline
1) General Introduction	

2) Defining ourTerms	

3) Genetic Drift	

4) Selection
DRIFTSELECTION
Defining Fitness
We know that selection occurs because different individuals
have different fitness, but what exactly do we mean by this
word fitness?	

Write down an evolutionary definition of the word fitness.
Consider the following questions…
1) What is fitness?	

2) Is fitness a property of alleles, genes,
genotypes or phenotypes?	

!
Defining Fitness
The word fitness in an evolutionary context can be defined
as…	

“The expectation of the number of descendant lineages at the
same stage of the life cycle in the next generation.”
Low
fitness?
High
fitness?
I will use ‘fitness’ to mean a property of genotypes - not alleles
or even phenotypes.
Example: a population of 4 individuals mate and produce offspring
The absolute fitness is the number of
lineages (i.e. successful gametes) from
individuals from a specific genotype,
divided by the number of individuals from
the parental generation.
Calculating/Estimating Fitness
Absolute fitness AA = 10/2 = 5	

Absolute fitness aa = 4/2 = 2
Fitness has many components – for
example AA and aa differ here in both
viability and reproductive success
Absolute and Relative Fitness
Relative fitness is calculated by dividing all
fitness values by the largest value (thus the
fittest genotype always has a relative fitness=1).	

Relative fitness AA = 5/5 = 1	

Relative fitness aa = 2/5 = 0.4	

Notice that aa actually left as many descendent
genes as it had in the first generation, and yet its
relative fitness is still less than 1
Absolute fitness :
Absolute fitness AA = 10/2 = 5	

Absolute fitness aa = 4/2 = 2
Example: a population of 4 individuals mate and produce offspring
Fitness and selection
Fitness is a property of a particular genotype. Selection is a process
(not really a ‘force’) leading to different expectations of transmitting
genes to the next generation.	

• If different individuals of a population have different fitness then
we say that selection is operating. 	

• If they have the same fitness then we say that there is no
selection, or equivalently, that the population is evolving neutrally.	

What kind of evolution might we expect to see if there was no
selection operating?...	

Genetic Drift!
Fitness and selection
The fitness of different genotypes is often represented by the
symbol ω (omega).	

• For example, the fitness of the AB genotype is often
represented by the symbol ω AB	

The strength of selection is often represented by the symbol s.	

• For example, if AB is not the fittest genotype then the strength
of selection against heterozygotes can be thought of as the
deficit from a relative fitness of 1, so that	

ω AB = 1 – s
Selection and Drift Combined
• Previously we imagined that all individuals
had the same fitness	

• Taking a particular individual of the offspring
generation, it was equally likely that any
member of the previous generation was the
parent.	

• The effect of high fitness is to make an
individual more likely to be the parent of
offspring in the next generation	

• It is still possible that a fit individual will get
unlucky and end up having no kids
Genetic Drift
Look at many replicates of the process of evolution
• Equal chance of drifting up or down	

• If we leave enough time we can be certain that one or other
allele will become fixed, and the other will become lost.	

• Which of these events is more likely depends only on the
starting allele frequency. There is no selection in this model!	

No Selection
Happening
Selection and Drift Combined
A model in which A is dominant and has high fitness.Allele frequencies
still drift around as before, but now there is a systematic change in an
upward direction.
Notice that there is still one case in which, despite the high fitness of
individuals with the A allele, the A allele gets lost due to pure chance.
Deprogramming complete! You are
now (hopefully) rehabilitated.
Away from pan-selectionism
• Genetic drift is one of the most important
processes in evolution.	

• It is not a case of choosing between selection or
drift. Selection occurs against a background of
drift.
DRIFTSELECTION
Announcements
• There will be a workshop in week 8 on drift.The assessment
completed during the workshop will count for 20% of your
score in this course.	

• In this workshop we will use the program PopG. When
you arrive, you will be tested on your ability to use PopG.
Full details of how to access the program and what you
will be tested on will be on the course website. 	

• Make sure you have submitted 1 question per week of
course material on Peerwise.

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Week 5 genetic basis of evolution

  • 1. 
 The Genetic Basis of Evolution
  • 2. • Additional reading for these lectures:‘Evolution’ by Barton et al, Part III.Available in the library
  • 3. Lecture Outline 1) General Introduction 2) Defining ourTerms 3) Genetic Drift 4) Selection
  • 4. Away from pan-selectionism • Most people don’t really understand evolution • A very common mistake is to take a pan-selectionist view.“Everything can be explained by selection.” • This is an oversimplified ‘storybook’ view of evolution
  • 5. Away from pan-selectionism “Then the elephant sat back on his little haunches, and pulled, and pulled, and pulled, and his nose began to stretch” Pan-selectionist would try to come up with a story for why the trunk confers a selective advantage ! This is not much better than a ‘just so’ story
  • 6. Away from pan-selectionism My job is to de-program you from the pan-selectionist heresy
  • 7. Away from pan-selectionism • First and foremost is genetic drift which goes on in all populations and accounts for much of the genetic differentiation between individuals, between populations of the same species and between different species. • Second we must understand the action of the basic modes of selection. It’s not a case of choosing between selection or drift; selection occurs against a background of drift. DRIFTSELECTION
  • 8. Lecture Outline 1) General Introduction 2) Defining ourTerms 3) Genetic Drift 4) Selection
  • 9. Defining ourTerms, Part I We need to understand the following vocabulary, so that we can use the words accurately and confidently: 1. Gene 2. Locus 3. Allele 4. Genotype 5. Phenotype Write down your best definition of each of these terms
  • 10. Definition: Gene Gene • Segregating and heritable determinant of the phenotype. • The fundamental physical and functional unit of heredity, which carries information from one generation to the next. • A segment of DNA, composed of a transcribed region and regulatory sequences that make possible transcription. • Human Genome Nomenclature Organization:“a DNA segment that contributes to phenotype/function” • Long distance regulation? Alternative splicing? Our definition of the gene is getting fuzzier all the time
  • 11. Definition: Locus Locus (pl. loci) • The position on a chromosome of a gene or other chromosome marker • Can also refer to the DNA at that position • The use of locus is sometimes restricted to mean regions of DNA that are expressed [Source: DOE Primer on Molecular Genetics]
  • 12. Definition: Locus We can find specific DNA sequences in the genome by going FISHing. (FISH = flourescence in situ hybridisation) N-myc locus on 2p24 (normally)
  • 13. Definition: Locus Multiple copies of n-myc rearranged in a homogeneously staining region (HSR) on a different chromosome - one of the classic ways in which n-myc amplicons are formed.
  • 14. Definition:Allele Allele • Variant of a gene. Different alleles can lead to different phenotypes • Diploids have two copies of each gene. A homozygote possesses two copies of the same allele, while a heterozygote possesses two different alleles Allele Frequency (proportion) Frequency of A allele: p = 11/16 = 0.6875 (i.e. 2×Homozygotes + Heterozygotes)
  • 15. Definition: Genotype Genotype • The genetic makeup of an individual • A description of the alleles possessed by an individual Genotype frequency Under random mating we expect to see Hardy-Weinberg genotype frequencies:
 p2 2p(1-p) (1-p)2 0.5 0.375 0.125
  • 16. Definition: Genotype When alleles are rare they are more commonly found in heterozygote genotypes Remember this graph – it will come in very handy when we come to think about drift and selection later on!
  • 17. Definition: Phenotype Phenotype • The physical characteristics of an individual • Composed of ‘traits’ • Interaction of genes and environment. Genetic component of the phenotype is heritable, environmentally acquired component of phenotype is not.
 • What about the ‘extended’ 
 phenotype?
 • Does this cased Caddisfly’s 
 shell constitute a phenotype?
  • 18. Defining ourTerms, Part II We need to understand the following vocabulary, so that we can use the words accurately and confidently: 6. Gamete 7. Zygote 8. Dominant 9. Recessive Write down your best definition of each of these terms
  • 19. Definition: Gamete & Zygote Gamete • Germline cell that is able to unite with another of the opposite sex during sexual reproduction • Produced by meiosis • Contains half the chromosomes of the parents Zygote • The earliest developmental stage 
 of the embryo • Produced by the fusion of 
 two gametes
  • 20. Definition: Dominant & Recessive Which of these statements areTrue and which are False… • The terms ‘dominant’ and ‘recessive’ apply to genes • The terms ‘dominant’ and ‘recessive’ apply to alleles • The dominant allele is the one that is selected for • If the alleles are A and a then A is the dominant allele • The dominant allele is the most common in the population • The dominant allele expresses its phenotype even when present in a heterozygote • If A is dominant over a then individuals who are AA and Aa have the same phenotype (but…) (Convention, not a rule)
  • 21. Bringing it all together • Two alleles of the same gene, called A and a. • A homozygous AA individual mates with a heterozygote.We can list the gametes that can be produced by each parent. • These gametes fuse to form zygotes, and hence offspring individuals of the next generation.
  • 22. Bringing it all together • What genotype proportions would we expect to see in the zygotes? • We know that A is dominant over a, and codes for red feathers.What proportion of individuals in the offspring generation would we expect to have red feathers? • There are two processes that could cause an offspring not to have red feathers – one that I’ve mentioned and what that I haven’t yet.What are they? Environment Mutation
  • 24. Lecture Outline 1) General Introduction 2) Defining ourTerms 3) Genetic Drift 4) Selection DRIFT
  • 25. Genetic Drift • Genetic drift describes the process by which allele frequencies change over time due to the effects of random sampling. • Drift takes place as a consequence of finite population size. • It is not a case of choosing between selection or drift. Genetic drift takes place in all populations, and any selection must occur against this background of drift. • Genetic drift can help us to understand differences between individuals, between populations of the same species and between different species.
  • 26. Genetic Drift How does it work?... • Imagine a finite population of individuals. Let us assume that every individual in the population is as fit as every other. Assume complete random mating. • Take a particular individual of the offspring generation. It is equally likely that any member of the previous generation is the parent. • We can go even further – any gene copy in the offspring generation has an equal chance of coming from any gene copy in the parental generation.
  • 27. Genetic Drift We can simplify the process… • Just focus on the gametes of each generation. • We can say that the next generation of gametes is produced by sampling with replacement from the previous generation. • By pure chance we might sample a particular allele more or less often than expected, causing the allele frequencies to change from one generation to the next. • This occurs generation after generation, causing allele frequencies to drift over time.
  • 28. Genetic Drift: Example Two alleles called A and a. Starting allele frequency of A is p=0.6,
 meaning the starting allele frequency of a must be (1-p)=0.4 Generate next generation by sampling with replacement from previous generation ! Same process again. Notice that the allele frequency drifted from one generation to the next.
  • 29.
  • 30. Simulation starting with 100 heterozygous individuals (p=0.5) Genetic Drift Graph of a particular allele frequency as it changes over time Notice that eventually the allele frequency gets stuck at p=1. • It gets stuck here because there is only one allele left to sample! • This is called fixation.The allele has become fixed in the population. • The other possibility is that the allele gets lost, in which case the other allele must have become fixed (assuming two alleles) (population size = 100 diploids)
  • 31. Genetic Drift Look at many replicates of the process of evolution • Equal chance of drifting up or down • If we leave enough time we can be certain that one or other allele will become fixed, and the other will become lost. • Which of these events is more likely depends only on the starting allele frequency. There is no selection in this model!
  • 32. Think about it…. ! Would genetic drift be stronger in a smaller population or a larger population?
  • 33. Genetic Drift Genetic drift is stronger in a small population than in a large population The effect of random sampling is greater in a small population than in a large population
  • 34. Genetic Drift One place that drift can be particularly strong is when a population undergoes a bottleneck The human population has almost certainly gone through several such bottlenecks on way out of Africa
  • 35. Genetic Drift At the moment our model of how a population evolves is an extremely simplified cartoon of real life.We could make it more realistic by… These modifications make very little difference to the process of drift!The key fact is always true: • Allowing for two separate sexes • Allowing the population size to change over time • Using a more realistic model for how many offspring an individual might have • Etc.
  • 36. Lecture Outline 1) General Introduction 2) Defining ourTerms 3) Genetic Drift 4) Selection DRIFTSELECTION
  • 37. Defining Fitness We know that selection occurs because different individuals have different fitness, but what exactly do we mean by this word fitness? Write down an evolutionary definition of the word fitness. Consider the following questions… 1) What is fitness? 2) Is fitness a property of alleles, genes, genotypes or phenotypes? !
  • 38. Defining Fitness The word fitness in an evolutionary context can be defined as… “The expectation of the number of descendant lineages at the same stage of the life cycle in the next generation.” Low fitness? High fitness? I will use ‘fitness’ to mean a property of genotypes - not alleles or even phenotypes.
  • 39. Example: a population of 4 individuals mate and produce offspring The absolute fitness is the number of lineages (i.e. successful gametes) from individuals from a specific genotype, divided by the number of individuals from the parental generation. Calculating/Estimating Fitness Absolute fitness AA = 10/2 = 5 Absolute fitness aa = 4/2 = 2 Fitness has many components – for example AA and aa differ here in both viability and reproductive success
  • 40. Absolute and Relative Fitness Relative fitness is calculated by dividing all fitness values by the largest value (thus the fittest genotype always has a relative fitness=1). Relative fitness AA = 5/5 = 1 Relative fitness aa = 2/5 = 0.4 Notice that aa actually left as many descendent genes as it had in the first generation, and yet its relative fitness is still less than 1 Absolute fitness : Absolute fitness AA = 10/2 = 5 Absolute fitness aa = 4/2 = 2 Example: a population of 4 individuals mate and produce offspring
  • 41. Fitness and selection Fitness is a property of a particular genotype. Selection is a process (not really a ‘force’) leading to different expectations of transmitting genes to the next generation. • If different individuals of a population have different fitness then we say that selection is operating. • If they have the same fitness then we say that there is no selection, or equivalently, that the population is evolving neutrally. What kind of evolution might we expect to see if there was no selection operating?... Genetic Drift!
  • 42. Fitness and selection The fitness of different genotypes is often represented by the symbol ω (omega). • For example, the fitness of the AB genotype is often represented by the symbol ω AB The strength of selection is often represented by the symbol s. • For example, if AB is not the fittest genotype then the strength of selection against heterozygotes can be thought of as the deficit from a relative fitness of 1, so that ω AB = 1 – s
  • 43. Selection and Drift Combined • Previously we imagined that all individuals had the same fitness • Taking a particular individual of the offspring generation, it was equally likely that any member of the previous generation was the parent. • The effect of high fitness is to make an individual more likely to be the parent of offspring in the next generation • It is still possible that a fit individual will get unlucky and end up having no kids
  • 44. Genetic Drift Look at many replicates of the process of evolution • Equal chance of drifting up or down • If we leave enough time we can be certain that one or other allele will become fixed, and the other will become lost. • Which of these events is more likely depends only on the starting allele frequency. There is no selection in this model! No Selection Happening
  • 45. Selection and Drift Combined A model in which A is dominant and has high fitness.Allele frequencies still drift around as before, but now there is a systematic change in an upward direction. Notice that there is still one case in which, despite the high fitness of individuals with the A allele, the A allele gets lost due to pure chance.
  • 46. Deprogramming complete! You are now (hopefully) rehabilitated.
  • 47. Away from pan-selectionism • Genetic drift is one of the most important processes in evolution. • It is not a case of choosing between selection or drift. Selection occurs against a background of drift. DRIFTSELECTION
  • 48. Announcements • There will be a workshop in week 8 on drift.The assessment completed during the workshop will count for 20% of your score in this course. • In this workshop we will use the program PopG. When you arrive, you will be tested on your ability to use PopG. Full details of how to access the program and what you will be tested on will be on the course website. • Make sure you have submitted 1 question per week of course material on Peerwise.