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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 our Terms 
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 
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 
“Then the elephant sat back on his little haunches, and pulled, 
and pulled, and pulled, and his nose began to stretch”
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. 
DRSELECITFION T
Lecture Outline 
1) General Introduction 
2) Defining our Terms 
3) Genetic Drift 
4) Selection
Defining our Terms, 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 
0.5 0.375 0.125 
Under random mating we expect to see 
Hardy-Weinberg genotype frequencies: 
p2 2p(1-p) (1-p)2
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 our Terms, 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 are True 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 our Terms 
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.
Genetic Drift 
Graph of a particular allele frequency as it changes over time 
Simulation starting with 100 
heterozygous individuals 
(p=0.5) 
(population size 
= 100 diploids) 
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)
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… 
• 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. 
These modifications make very little difference to the process of 
drift! The key fact is always true:
Lecture Outline 
1) General Introduction 
2) Defining our Terms 
3) Genetic Drift 
4) Selection DRSELECITFION T
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.
Calculating/Estimating Fitness 
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. 
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 
Example: a population of 4 individuals mate and produce offspring 
Absolute fitness : 
Absolute fitness AA = 10/2 = 5 
Absolute fitness aa = 4/2 = 2 
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
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
No Selection 
Happening 
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!
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. 
DRSELECITIFON T
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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2014 sbc174-evolution lectureswk5

  • 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 our Terms 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 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 “Then the elephant sat back on his little haunches, and pulled, and pulled, and pulled, and his nose began to stretch”
  • 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. DRSELECITFION T
  • 8. Lecture Outline 1) General Introduction 2) Defining our Terms 3) Genetic Drift 4) Selection
  • 9. Defining our Terms, 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 0.5 0.375 0.125 Under random mating we expect to see Hardy-Weinberg genotype frequencies: p2 2p(1-p) (1-p)2
  • 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 our Terms, 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 are True 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 our Terms 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. Genetic Drift Graph of a particular allele frequency as it changes over time Simulation starting with 100 heterozygous individuals (p=0.5) (population size = 100 diploids) 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)
  • 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… • 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. These modifications make very little difference to the process of drift! The key fact is always true:
  • 36. Lecture Outline 1) General Introduction 2) Defining our Terms 3) Genetic Drift 4) Selection DRSELECITFION T
  • 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. Calculating/Estimating Fitness 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. 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 Example: a population of 4 individuals mate and produce offspring Absolute fitness : Absolute fitness AA = 10/2 = 5 Absolute fitness aa = 4/2 = 2 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
  • 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. No Selection Happening 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!
  • 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. DRSELECITIFON T
  • 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.