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The Five Criteria for Hardy-Weinberg Equilibrium
What does each of the five HW assumptions mean? Let's consider each in turn.

Criterion 1. No Mutation
If a gene locus segregating only two alleles undergoes a mutation that's passed on to an individual in the population, the relative allele frequencies in that population have, obviously, changed. (A new one has been added.)
Whether the mutant allele remains in the population depends on many things, including random sampling error (genetic drift) and natural selection. But mutation is the raw material of evolution. Without it, there is no genetic variability upon which other forces of evolution can act.
Several models have been proposed to explain how new mutations might take up residence in a population.
The Classical Model states that within any population, one allele functions better than
the others, and natural selection will drive the population to a higher
proportion of this allele.
- The phenotype (for a particular trait) most common in a particular wild
population is known as the wild type.
- Wild type is often designated as "+" in genetic shorthand.
- Any allele other than the wild type is said to be mutant.
- Examples of wild type traits in various species:
Mutant forms of each of these wild types exist, and may or may not
confer a selective advantage in wild populations, depending on circumstances.
Tigers: white, not to be confused
with albino
Leopards: wild type and melanistic (The fabled "black panther" is nothing more than a melanistic leopard or jaguar.)
...and more than we have time to look at here.
Mutation is the only way new genetic material can arise in a population
Mutation of a wild type allele to a mutant form is known as a
forward mutation.
Mutations also can change back to wild type from one generation to the
next. This is known as a reverse mutation or reversion mutation.
The larger the population, the more likely it is that mutations will occur.
Non-lethal mutations that have a high rate of occurrence can change allele
frequencies over time.
When forward and reverse mutations (at a particular locus) occur at the same
rate, mutational equilibrium has been reached at that locus.
Mutations may cause phenotypic traits that may be adaptive, maladaptive, or neutral in the particular environment in which they occur. No one really knows for sure yet just how often mutations fall into any of those three categories. It depends on environmental (and organismal) context. Once in a while, though, a new allele can confer a selective advantage to those that carry it.
In this case, the new phenotype's genetic representation may increase until it becomes the
new wild type.
The Classical Model alone does not explain the high degree of heterozygosity and
multiple loci seen in so many wild populations. Additional models flesh out the story.
The Balance Model (first proposed by Theodosius Dobzhansky in 1970 in Genetics of the Evolutionary Process) states that balancing selection may occur in some cases, preventing one
allele from completely displacing all other alleles.
Balancing selection can result in
balanced polymorphism, the maintenance of stable frequencies of two or more phenotypic forms in a single population. Two of the best known mechanisms by which Balancing Selection operates are
- Heterozygote advantage, in which the heterozygous condition at a particular locus confers a selective advantage.
Example: Sickle Cell Anemia
The recessive allele, highly deleterious in homozygous condition, is not cleared from the population because when it occurs in heterozygous condition, it confers immunity to malaria. A balanced polymorphism of the SS, Ss and ss phenotypes occurs in natural populations in Western Africa where malaria is prevalent.
- Frequency-dependent selection - in which selective pressure against a particular allele changes with that alleles relative frequency in the population.
Example: Predator search image
Predators often develop a search image for particular prey items. When a predator develops knowledge of what a certain preferred type of prey looks like, smells like, etc., then that predator's sensory systems develop a sensitivity and preference for that shape, color, size, smell, etc. This reduces foraging time and increases foraging efficiency.
Let's say a certain population of snakes comes in two genetically coded colors (light green and dark green). The dark green snakes are somewhat more camouflaged in their grassy habitat than the light green snakes, so predatory hawks can see them more easily than the dark snakes. The hawks may develop a (temporary) search image for the light green snakes so that they effectively ignore the dark snakes.
However, when light green snakes become scarce due to the high degree of selective pressure on them, the hawks must revise their search image to include the darker snakes. Because they will be more numerous once the light green snakes are more scarce, selective pressue will be heavier on the dark green snakes until things shift again.
The Neutral Mutation Model was first proposed by Mootoo Kimura in 1968. The author noted that changes in hemoglobin sequences proceeded at a regular rate, and might not have had any consequences with respect to natural selection. These neutral mutations simply "went along for the ride" as other forces shaped the organism at other loci.
This was the first time that anyone had proposed that evolution proceeds largely via the accumulation of neutral mutations and random changes in allele frequencies. In natural populations, fluctuating environmental conditions may eventually change the nature of a neutral mutation, making it adaptive or maladaptive.
Criterion 2. Infinitely Large Population Size
An infinitely large population can produce an infinite number of genetically unique gametes.
In reality, an infinitely large population is extremely rare to non-existent. This means that in natural populations, this criterion is almost never met, and such populations may undergo evolution due to random sampling error. (i.e., the gametes that are passed on to the next generation may not carry the same proportions of alleles found in the entire population.)
Changes in relative allele frequency that are due only to random sampling error are known as genetic drift.
The smaller the population, the smaller the subset of potentially successful gametes, and the more likely that genetic drift will occur.
Genetic drift can happen in two ways:
- founder effect in which a small sample of breeding
individuals from a large population colonizes a new area.
- bottleneck effect: most members of a
large population are removed (perhaps due to some natural disaster such as a hurricane, volcanic eruption, pathogen invasion or other catastrophe that doesn't favor any particular genotype over another) leaving only a few survivors.
Here's an overview of genetic drift and its consequences. Be sure to read the links about
for greater understanding of this phenomenon, a major source of the genetic change leading to microevolution and, ultimately, macroevolution.
Criterion 3. Random Mating
This means that the alleles at a given gene locus combine with the frequency predicted by their relative frequency in the population.
The probability of two genotypes mating is the product of the
frequencies of the genotypes in the population.
Let's create an imaginary population in which a dominant allele (A) represents 60% (0.6) of the alleles and a recessive allele makes up the remaining 40% (0.6) at a given gene locus.
- If this is the case, and the population is in Hardy-Weinberg equilibrium, then the relative genotype frequencies should be:
- 0.6 x 0.6 = 0.36 for AA
- 2(0.6 x 0.4) = 0.48 for Aa
- 0.4 x 0.4 = 0.16 for aa
- Using the Product Rule, one can determine that the likelihood of an AA individual mating with an Aa individual is:
- This means that 17 out of 100 matings in the population should be AA x Aa, if mating is completely random.
- If there is significant deviation from this prediction, then non-random mating can occur, and possibly change the expected relative genotype frequencies of AA, Aa and aa.
- The reason for any such variation from the expected must be determined by investigating the population itself, and performing the usual rigorous experiments to see what is the underlying cause (behavioral choice, environmental circumstances, etc.).
There are two types of assortative mating:
- positive assortative mating: individuals of similar genotype/phenotype mate together significantly more often than predicted. This will result in a disproportionate number of homozygotes.
- negative assortative mating: individuals of dissimilar genotype/phenotype mate together significantly more often than predicted. This will result in a disproportionate number of heterozygotes.
Example of non-random mating: Inbreeding vs. Outbreeding
inbreeding occurs in a population when matings between closely related individuals occurs more frequently than would be predicted by their relative frequency in the population. That is, individuals preferentially mate with relatives.
outbreeding occurs in a population when matings between unrelated individuals occurs more frequently than would be predicted by their relative frequencies in the population. That is, individuals preferentially mate with non-relatives.
Inbreeding can change allele frequencies, as can be seen in this diagram
of a brother/sister mating
.
The gene in question is Gene A, and it has four alleles (A1, A2, A3
and A4)
In the diagram, the top generation represents unrelated parents (Bob
and Alice) who are both heterozygous for Gene A. Bob is A1A2, and Alice
is A3A4.
Since Bob has two alleles, the chance he will contribute the
A1 to his offspring is 1/2 (0.5).
The chance that Alice will contribute either of her alleles to her offspring is
also 1/2 (0.5).
In this particular example, Bob has contributed
the A1 allele to both his offspring, Jethro and Ellie May. The likelihood of this occurrence can be calculated with the Product Rule (The combined probability of any two
independent events occurring
together is equal to the product of their
individual probabilities.)Hence, the chance that both Jethro and Ellie May could both inherit the A1 allele from Bob is 0.5 x 0.5, or 0.25 (25%).
If Jethro and Ellie May have both inherited the A1 allele, then the chance of their passing it on to an offspring is again the combined probability of their having inherited the A1 allele...
0.25 x 0.25
or 6.25%.
If this is a relatively rare allele, that occurs in, say, only 1/1000 of the members of the population, then the likelihood of a Jethro or Ellie May offspring inheriting two copies of A1 if either mated with a non-relative would be
0.25 x 0.001
or a mere 0.025%.
You can see that there is a much greater likelihood of the A1 allele showing up in homozygous form if there is inbreeding. If the allele happens to be deleterious...well...you can see why there are taboos in human society against marrying your first cousin.
The inbreeding coefficient (F) is the probability that an individual homozygous for a particular gene locus has inherited both alleles from the same ancestor. You'll learn more about this when you take Genetics.
Note that small, isolated populations will much more quickly come to consist of members
who are related to one another than a very large population. Small populations are much more likely to become fixed at only one allele for a given locus, losing the other(s) simply due to random sampling error.
Small populations and inbreeding can greatly increase the rate of evolution at any given gene locus.
Criterion 4. No Migration
Loss or addition of alleles from immigration or
emigration will change the allele frequency in the population under
study.
Gene Flow is the process by which movement of genes takes place
between populations or demes.
Hybrids: Evolution in Flux
A hybrid zone is an area of secondary contact, where there may
be limited hybridization between two closely related species that have come into
contact after having been separated and subject to some degree of
reproductive isolation.
Introgression is the introduction of alleles from one species'
gene pool into another (closely related) species, due to limited hybridization.
Gaits of White-tail/Mule
Deer Hybrids: Research by Susan Lingle.
White tailed deer - Odocoileus
virginianus
Mule Deer (Black-tailed deer) - Odocoileus
hemionus
White tails gallop; Mule deer "stot"
This is presumably due to selection in
the past, selecting one species for hillside maneuverability (stotting)
vs. flatland speed (galloping).
Removal of predators by humans has removed the selective factors that
probably drove the genesis of the two species. Limited hybridization
has produced "Odocoileus spazzioticus": The Spaz Deer.
Which brings us to The Tale of Bambi and That Other Guy:
Why do some species that share many genes remain distinct in
appearance, behavior and reproduction, whereas others that have been
separate for millions of years are still able to hybridize?
It's one of life's little mysteries.
Criterion 5. No Natural Selection
No genotype confers a reproductive advantage over
another genotype. This includes several "subsets" of natural
selection, such as sexual selection.
Recall the tenets of Evolution by Natural Selection:
1. Organisms are capable of producing huge numbers of offspring (overproduction)
2. Those offspring are physically variable, and the variation is
heritable (heritable variability)
3. Those offspring must compete for limited resources (competition
4. Those whose phenotypic characters allow them to best exploit those
limited resources will leave the most genes to succeeding populations.(differential reproduction)
An individual's Darwinian (evolutionary) fitness is a measure of the proportion of
genes it contributes to succeeding generations. Nothing more, nothing
less.
Evolutionary fitness is defined by the environment. A phenotype
conferring fitness in a particular environment could be a liability if the environment changes.
Comparative Evolutionary Fitness between two competing genotypes can be quantified.
- fitness coefficient = W (the adaptive value of a particular genotype)
- The genotype that produces the most offspring in a given population
is said to have a fitness of 1.0. All other genotypes' W value is
measured relative to the most successful genotype's W.
- If you have three genotypes, AA, AA' and A'A' and over their
lifetimes, AA genotypes produce an average of 10 offspring,
AA' genotypes produce an average of 5 offspring and A'A' genotypes produce
an average of 2 offspring, then...
AA = 1.0
AA' = 5/10 = 0.5
A'A' = 2/10 = 0.2
Conversely, the selection coefficient (s) is a measure of selective pressure
against a particular genotype, relative to the other genotypes in the
population. It is calculated as 1 - W.
In our example, for each of our genotypes:
AA: s = 1 - 1 = 0
AA': s = 1 - 0.5 = 0.5
A'A': s = 1 - 0.2 = 0.8
Selection pressure is highest against the A'A' genotype, relative to the
others.
Components of Fitness: Selection at Different Levels
Care must be taken to carefully assign "fitness". An organism that
produces the most eggs won't necessarily have the most offspring reared to
reproductive maturity.
Natural selection can operate at any stage of an organism's life cycle,
and there are ways to assess fitness at those different stages.
The Effects of Natural Selection
At the start of a "selection cycle" the population is usually made up of
individuals expressing a particular trait along a continuum, which can
be expressed as a bell-shaped curve

stabilizing selection: selective forces at work on
a population favor greatest reproduction by individuals exhibiting
the average state of a particular character. In this instance,
the composition of the population doesn't change.
directional selection: the individuals at one extreme
or the other of the bell shaped curve have a reproductive advantage
over the rest.
(e.g., in drought years in the Galapagos, insects
become scarce and seeds relatively abundant. Finches with deep,
thick bills have an advantage in that they can more effectively
crack seeds. The narrow-billed birds die out or have lower reproductive
success because of the scarcity of food.)
disruptive (= diversifying) selection:
individuals at the average point on the curve are at a selective
disadvantage; individuals with either extreme have a reproductive
advantage.
Example:
Geospiza conirostris (Galapagos Cactus
Finch)
In drought periods, the birds don't have a wide variety
of foods, and must resort to one of several feeding modes:
1. stripping bark to expose insects (deep, strong
bill)
2. cracking cactus seeds (large, heavy bill)
3. extracting cactus seeds & eating attached
fruit (very long bill)
4. tearing open cactus pads to reach insects (very
long bill)
In wet years, there's plenty of food everywhere,
and birds with intermediate bill sizes can survive. But in drought,
only the birds with one of the three bill sizes above can feed
effectively. Disruptive selection ensues, and the population eventually
is composed of individuals with
1. deep, strong bills
2. large, heavy bills
3. very long bills.
This production of distinct phenotypes in a population
due to selective pressure is known as character displacement, a divergence of an equivalent character in a sympatric
species (i.e, living in a single geographic area) due to competition
for a resource (in this case, food.).
Summing up...
Organic Evolution is change in the genetic composition
of a population due to genetic drift, non-random mating, mutation, and
natural selection.
microevolution: genetic change in a species over time without speciation
macroevolution: the genesis of two reproductively
isolated taxa from a single ancestral taxon.
Some economically important examples of microevolution
(many due to anthropogenic factors) are occurring all around us, as
we speak
- antibiotic resistant bacteria
- pesticide resistant insects (and other competitors of Homo sapiens)
So...you might ask, why can't larger organisms evolve
resistance to poisons and other selective factors. (Why couldn't
birds, say, "evolve" an immunity to DDT, which causes them to lay dangerously
thin-shelled eggs?