What do population geneticists mean when they refer to the fitness of an allele?

Selection represents systematic differences in the chance that individuals will contribute genes to later generations. It can represent differences in survival or in reproduction.

The fitness of a genotype is measured relative to the fitness of an arbitrary reference genotype, normally the most fit. For example, the following shows a case in which dominant homozygotes and heterozygotes are most fit, and recessive homozygotes are much less fit, such as is seen for many recessive genetic diseases:

genotypeAAAaaafitness1.01.00.2

The fitness of an allele depends on what genotypes it finds itself in, so we can't determine it unless we know the genotype frequencies, or can estimate them using Hardy-Weinberg.

We determine the total population fitness W as:

W = pAAwAA+ pAawAa+ p aawaa

and can then find the fitness of each allele:

wA= (pAAwAA+ 1/2 pAawAa) / W

wa= (1/2 pAawAa+ p aawaa) / W

Note that the allele fitnesses will change if the allele frequencies change. A classic example is that a rare recessive has very little fitness effect even if it is lethal in the homozygote, because when it is very rare, it is almost never in homozygotes.

A population fitness less than 1 does not mean a dead population, just a population that is not reaching its maximum possible fitness.

An alternative way to write these is in terms of a selection coefficient-the proportion of fitness lost due to a particular genotype. Usually wAAis taken as a reference, waais assigned the selection coefficient s, and the fitness of the heterozygote is represented by a multiplier h.

genotypeAAAaaafitness1.01-hs1-s

The multiplier h can then be thought of as a measure of dominance. h=1 means that a is dominant, h=0 means that it is recessive, h=0.5 means that it is perfectly additive.


Directional / Purifying selection

Additive or Co-dominant

genotypeAAAaaafitness1.00.750.5

s = 0.5, h = 0.5. In this case p awill drop smoothly toward 0. Example: melanin in sunny climates.


Selection against Recessive

genotypeAAAaaafitness1.01.00.5

s = 0.5, h = 0. In this case p awill drop rapidly when a is common and then slow down, approaching 0 very slowly. The a alleles are hidden in heterozygotes and wabecomes very close to 1. Example: phenylketonuria.

Selection against Dominant

genotypeAAAaaafitness1.00.50.5

s = 0.5, h = 1. In this case p awill drop slowly when a is common (since there are few AA individuals competing with it) and speed up as a approaches 0. Example: Huntington's disease.

Overdominant and underdominant cases are usually written in terms, not of s and h, but of s1 and s2, selection against or for the two heterozygotes.

Balancing Selection / Overdominance / Heterozygote Advantage

genotypeAAAaaafitness0.91.00.2

In this case p awill approach a value that maximizes W and stay there. Both A and a will persist in the population. The equilibrium point depends on wAAand waa(in this case, it's p A= 0.89, p a= 0.11). Examples: Sickle-cell anemia.

(If you're interested, the formula is:

p A= s2/(s1 + s2)

which basically says that the frequency of A depends on the proportion of the homozygous fitness loss that is due to a .)

Disruptive Selection / Underdominance / Heterozygote Disadvantage

genotypeAAAaaafitness1.00.81.0

In this case we cannot know what will happen unless we know where we started. If p Astarted out higher than 0.5 we will move to p A= 1.0. If it started out lower than 0.5 we will move to p A= 0.0. There is an equilibrium point at exactly 0.5 but it is unstable. Any least change will start the population moving to 1.0 or 0.0.

An interesting case is the following:

genotypeAAAaaafitness1.00.40.8

Here the population will move to all A or all a depending on starting frequency, which means that in some cases it will move to all a even though that is not the maximum possible fitness. Populations move to a local maximum, not the overall maximum. Example: butterfly mimics.

Overall Notes

Directional and disruptive selection remove variation from the population, while balancing selection maintains it.

A population may evolve into a suboptimal state. With heterozygote advantage, the optimal state is unreachable for genetic reasons-there is no way to have only heterozygotes, short of a change in the genetic system. With heterozygote disadvantage, the optimal state is reachable but may not be reached if the starting conditions are wrong.

"As many more individuals of each species are born than can possibly survive, and as, consequently, there is a frequently recurring struggle for existence, it follows that any being, if it vary slightly in any manner profitable to itself, under the complex and sometimes varying conditions of life, will have a better chance of surviving, and thus be naturally selected."

What do population geneticists mean when they refer to the fitness of an allele?
What do population geneticists mean when they refer to the fitness of an allele?

Some Definitions

  • Gene: Segment of the DNA, generally a region that codes for a single protein.
  • Locus: A site on a chromosome (usually synonymous with gene).
  • Allele: A variant of a gene (a particular sequence).
  • Genotype: The alleles carried by an individual at a gene.
  • Haploid: Individuals that carry one copy of each gene.
  • Diploid: Individuals that carry two copies of each gene.
  • Genotype: The alleles carried by an individual at a gene.
  • Homozygote: Individual that carries two identical alleles.
  • Heterozygote: Individual that carries two different alleles.
  • Fitness: The average contribution of one allele or genotype to the next generation.

What factors might contribute to fitness?

What do population geneticists mean when they refer to the fitness of an allele?
What do population geneticists mean when they refer to the fitness of an allele?
Consider a haploid population with two alleles (A, a).
  • NA = number of A individuals
  • Na = number of a individuals
  • N = total number of individuals (NA+Na)
  • RA = average number of surviving offspring per A individual
  • Ra = average number of surviving offspring per a individual
In this population, the frequency of A individuals is:
What do population geneticists mean when they refer to the fitness of an allele?
The frequency of a individuals is:
What do population geneticists mean when they refer to the fitness of an allele?
A individuals will have on average NA RA offspring, while a individuals will have Na Ra offspring on average.

The frequency of A individuals among the offspring is therefore:

What do population geneticists mean when they refer to the fitness of an allele?
What do population geneticists mean when they refer to the fitness of an allele?
What do population geneticists mean when they refer to the fitness of an allele?
  • Absolute Fitness (R): Average number of surviving offspring (eg RA).
  • Relative Fitness (W): Fitness of one genotype divided by the fitness of a reference genotype (say Wa=1 and WA=RA/Ra)
  • Selection coefficient (s): The amount by which relative fitnesses differ from 1 (eg s = WA-1)

Point 1: It is often easier to measure relative fitness rather than absolute fitness.

Point 2: Population genetics models generally require only relative fitnesses, eg

What do population geneticists mean when they refer to the fitness of an allele?
What do population geneticists mean when they refer to the fitness of an allele?
What do population geneticists mean when they refer to the fitness of an allele?
Now consider a diploid population with two alleles and three genotypes (AA, Aa, aa).
  • WAA = relative fitness of AA individuals
  • WAa = relative fitness of Aa individuals
  • Waa = relative fitness of aa individuals

These may be ordered in a number of ways:

  • WAA > WAa > Waa Directional selection (favoring A)
  • WAA < WAa < Waa Directional selection (favoring a)
  • WAA < WAa > Waa Overdominant selection (heterozygote advantage)
  • WAA > WAa < Waa Underdominant selection (heterozygote disadvantage)

More terms to remember:

If WAA=WAa, allele A is said to be "dominant" and allele a is said to be "recessive".

[Note: geneticists usually name alleles that are recessive with lower case letters (eg ubx) and those that are dominant with upper case letters (eg Ubx).]

If WAa=Waa, allele a is said to be "dominant" and allele A is said to be "recessive".

Even more terms to remember:

"Additive" "Partially dominant" "Partially recessive"

What do population geneticists mean when they refer to the fitness of an allele?
What do population geneticists mean when they refer to the fitness of an allele?
Consider a diploid population with two alleles (A and a).

Relative fitnesses of AA, Aa, and aa all equal one. Let

  • x = frequency of AA individuals
  • y = frequency of Aa individuals
  • z = frequency of aa individuals

x+y+z=1. Why?

Case 1: Individuals produce haploid gametes that form a gamete pool.

The frequency of allele A in the gamete pool will be? p =

The frequency of allele a in the gamete pool will be? q =

Gametes unite at random in the gamete pool to produce diploid offspring. To calculate offspring frequencies we use mating tables.

What do population geneticists mean when they refer to the fitness of an allele?
These are known as the Hardy-Weinberg frequencies.

Point 1: Populations not at Hardy-Weinberg reach Hardy-Weinberg equilibrium after only one generation of random mating (as in the above example). Caveat: Generations must be discrete.

The frequency of allele A in the next gamete pool will be? p' =

The frequency of allele a in the next gamete pool will be? q' =

Point 2: In the absence of selection and mutation, allele frequencies stay constant. Segregation does not change allele frequencies.

What do population geneticists mean when they refer to the fitness of an allele?
What do population geneticists mean when they refer to the fitness of an allele?
Case 2: Individuals mate and these mating pairs produce offspring.

Will Hardy-Weinberg frequencies still obtain?

Again, to calculate offspring frequencies we use mating tables.

What do population geneticists mean when they refer to the fitness of an allele?

This shows that x'=p2: Hardy-Weinberg equilibrium is reached after only one generation of random mating.

Since the allele frequency of A in the parents is x+y/2=p (by definition), and since the allele frequency of A in the offspring equals x'+y'/2 = p2 + 2 p q/2 = p (p+q) = p , the allele frequencies again remain constant.

What is the fitness of an allele?

It can represent differences in survival or in reproduction. The fitness of an allele depends on what genotypes it finds itself in, so we can't determine it unless we know the genotype frequencies, or can estimate them using Hardy-Weinberg. Note that the allele fitnesses will change if the allele frequencies change.

What would population geneticists refer to as fitness?

In the crudest terms, fitness involves the ability of organisms— or, more rarely, populations or species— to survive and reproduce in the environment in which they find themselves 69. The consequence of this survival and reproduction is that organisms contribute genes to the next generation.

What does fitness measure in genetics?

To an evolutionary biologist, fitness simply means reproductive success and reflects how well an organism is adapted to its environment.

How does genetic variation increase the fitness of a population?

Genetic variations that alter gene activity or protein function can introduce different traits in an organism. If a trait is advantageous and helps the individual survive and reproduce, the genetic variation is more likely to be passed to the next generation (a process known as natural selection).