Biology 2 · Evolution and the Origin of Species
Population Genetics and Microevolution
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In 30 seconds
Population Interbreeding group of one species in an area genetics measures evolution as changes in allele and genotype frequencies within a Gene pool All alleles at all loci in a population Full entry →. The Hardy-Weinberg principle describes the conditions under which those frequencies stay constant — a null model that is almost never fully met in nature, so deviation from it signals that evolution is occurring. Five mechanisms shift allele frequencies: mutation, Gene flow Movement of alleles between populations, Genetic drift Random change in allele frequencies, strongest in small populations, natural selection, and nonrandom mating.
Why this matters
Population genetics has direct medical applications. The sickle-cell allele stays common in malaria-endemic regions because heterozygotes are partly protected from severe malaria while avoiding sickle-cell disease — heterozygote advantage. Clinicians and genetic counselors use Hardy-Weinberg reasoning to estimate how many people are silent carriers of recessive conditions, which informs screening. Rapid evolution explains antibiotic resistance and the yearly reformulation of flu vaccines. In conservation, small or inbred populations lose diversity and suffer inbreeding depression, so maintaining large, connected populations protects species.
The college version
1. The gene pool and allele frequencies
A population's gene pool is the complete set of alleles at all loci carried by its members. Allele frequency Proportion of one allele at a locus (p + q = 1) Full entry → is how common a particular allele is (for a two-allele gene, p = frequency of one allele, q = frequency of the other, and p + q = 1). Genotype frequency Proportion of individuals with each genotype (p² + 2pq + q² = 1) Full entry → is the proportion of individuals with each genotype (AA, Aa, aa). Microevolution Change in allele frequencies within a population Full entry → is simply a change in these allele frequencies from one generation to the next.
2. Hardy-Weinberg equilibrium: a null model
The Hardy-Weinberg principle states that allele and genotype frequencies remain constant across generations when five conditions hold: (1) no mutation, (2) random mating, (3) no natural selection, (4) a very large population (so no genetic drift), and (5) no gene flow. Under these conditions, genotype frequencies settle into p² + 2pq + q² = 1, where p² is the frequency of homozygous dominant (AA), 2pq of heterozygotes (Aa), and q² of homozygous recessive (aa).
Because the five conditions are essentially never all met, Hardy-Weinberg is a null model — the baseline expectation if no evolution were occurring. When observed genotype frequencies differ from expected, an evolutionary mechanism is at work.
3. The five mechanisms of microevolution
Five processes change allele frequencies:
- Mutation creates new alleles — the ultimate source of all variation — but changes frequencies slowly.
- Gene flow moves alleles between populations through migration (or pollen and spores), making populations more similar.
- Genetic drift is random change in allele frequencies, strongest in small populations. A Bottleneck effect Diversity lost when a population suddenly shrinks Full entry → occurs when a population crashes; a Founder effect Diversity lost when a few individuals start a new population Full entry → occurs when a few individuals start a new population. Both reduce diversity by chance.
- Natural selection is the only mechanism that consistently produces adaptation. It can be directional (favors one extreme), stabilizing (favors the middle), disruptive (favors both extremes), or balancing (maintains multiple alleles, such as heterozygote advantage).
- Nonrandom mating (such as inbreeding) changes genotype frequencies — increasing homozygotes and decreasing heterozygotes — but does not directly change allele frequencies.
How it works
Using Hardy-Weinberg to test for evolution:
- Count genotypes. For a two-allele locus, tally the numbers of AA, Aa, and aa individuals.
- Calculate allele frequencies. p = (2 × AA + Aa) ÷ (2 × total individuals); q = 1 − p.
- Predict expected genotype counts. Multiply the total by p², 2pq, and q².
- Compare observed with expected. If observed ≈ expected, the population is consistent with equilibrium (no detectable evolution at that locus). If they differ, an evolutionary mechanism — or nonrandom mating — is operating.
For example, a population of 500 with 200 TT, 200 Tt, and 100 tt gives p = 0.6 and q = 0.4. Expected counts are TT = 0.36 × 500 = 180, Tt = 0.48 × 500 = 240, and tt = 0.16 × 500 = 80. Observed (200, 200, 100) differs from expected (180, 240, 80) — more homozygotes and fewer heterozygotes than predicted — so the population is not in equilibrium, a pattern that suggests inbreeding.
Common confusions
| Do not confuse | With | Difference |
|---|---|---|
| Allele frequency (p, q) | Genotype frequency (p², 2pq, q²) | Allele frequencies sum to 1; genotype frequencies are derived by squaring and combining p and q |
| Genetic drift | Natural selection | Drift is random and non-adaptive; selection is nonrandom and produces adaptation |
| Bottleneck effect | Founder effect | A population crash versus a small group colonizing a new place |
| Nonrandom mating | The other four mechanisms | It shifts genotype frequencies but does not directly change allele frequencies |
| Hardy-Weinberg as description of nature | Hardy-Weinberg as null model | It describes almost no real population; it is a baseline for detecting change |
Memory aids
To recall the five mechanisms of microevolution, think "My Favorite Dog Needs Nothing" — Mutation, gene Flow, genetic Drift, Natural selection, Nonrandom mating. And remember the "five NOs" that define equilibrium: no mutation, no gene flow, no selection, no drift (large population), no nonrandom mating.
Quick review
Topic Recap
- Evolution is measured as changes in allele frequencies; p + q = 1 and, at equilibrium, p² + 2pq + q² = 1.
- Hardy-Weinberg equilibrium Constant frequencies when no evolutionary forces act Full entry → requires no mutation, random mating, no selection, a large population, and no gene flow — a null model almost never fully met.
- Deviation from Hardy-Weinberg expectations is evidence that evolution is occurring.
- The five mechanisms of microevolution are mutation, gene flow, genetic drift, natural selection, and nonrandom mating.
- Genetic drift (bottleneck and founder effects) is strongest in small populations; natural selection alone consistently produces adaptation.
Knowledge Check
- In a population at Hardy-Weinberg equilibrium, the recessive phenotype appears in 9% of individuals. What are the allele frequencies p and q?
- Why does genetic drift affect small populations more strongly than large ones?
- Which mechanism is the ultimate source of new alleles, and which is the only one that consistently produces adaptation?
- A small group of birds is blown to a remote island and founds a new population. Which phenomenon does this illustrate, and what is its genetic consequence?
- Why can a population be at Hardy-Weinberg equilibrium at one locus but not another?
Answers and Rationales
- Answer: Recessive phenotype = aa = q² = 0.09, so q = 0.3 and p = 1 − 0.3 = 0.7. Why: The recessive phenotype equals the homozygous recessive genotype (q²), so take its square root to get q.
- Answer: In large populations, chance fluctuations average out across many matings; in small populations, a single random event can shift or eliminate an allele. Why: The random swing in allele frequency from one generation to the next is larger when the population is smaller.
- Answer: Mutation is the ultimate source of new alleles; natural selection is the only mechanism that consistently produces adaptation. Why: Mutation creates variation; the others reshuffle or remove it without fitting organisms to their environment.
- Answer: The founder effect — a form of genetic drift. Why: The new population carries only a random sample of the original gene pool, so it starts with reduced genetic diversity.
- Answer: Hardy-Weinberg is assessed one locus at a time, and different loci experience different forces. Why: Equilibrium is locus-specific, not a property of the whole organism.

Eli explains
The same idea, in plain words
Explain it like I’m 10
Imagine a giant jar of marbles — half blue, half red — where "blue" and "red" stand for two versions (alleles) of a gene. Each generation, people pull out marbles at random to make the next jar. If the jar is huge and the pulling is truly random, the mix of blue and red stays about the same forever. That steady state is what the Hardy-Weinberg principle describes: a population in which allele frequencies do not change.
The comparison stops being exact for real populations, because real jars are never perfectly random or perfectly huge, and new colors can appear. Some marbles might be stickier and get pulled more often (natural selection), a few might roll in from a neighbor's jar (gene flow), and if the jar is small, luck alone can change the mix a lot (genetic drift). So Hardy-Weinberg is not a description of nature — it is a ruler. If the real mix differs from the "random and huge" prediction, you know one of those forces is at work.
Simple Example
If 4% of a population shows a recessive trait (genotype aa), then q² = 0.04, so q = 0.2 and p = 0.8. The fraction of silent carriers (Aa) is 2pq = 2(0.8)(0.2) = 0.32 — nearly one person in three carries the allele while showing no sign of it. This is how genetic counselors estimate carrier frequency from how often a condition appears.
Key takeaways
- High yield: p + q = 1 for allele frequencies; p² + 2pq + q² = 1 for genotype frequencies at equilibrium.
- High yield: Hardy-Weinberg is a null model — deviation from it means evolution (or nonrandom mating) is occurring.
- The five assumptions: no mutation, random mating, no selection, large population, no gene flow.
- The five mechanisms of microevolution: mutation, gene flow, genetic drift, natural selection, nonrandom mating.
- Genetic drift is strongest in small populations; bottleneck = population crash, founder = new colony.
- Natural selection is the only mechanism that consistently produces adaptation.
- Nonrandom mating shifts genotype frequencies but not allele frequencies directly.
- Heterozygote advantage (sickle-cell trait versus malaria) is balancing selection that maintains both alleles.
Study toolsYou’ll learn to · Key vocabulary
You’ll learn to
- Define population, gene pool, allele frequency, and genotype frequency.
- State the Hardy-Weinberg principle, its two equations, and its five assumptions.
- Use Hardy-Weinberg equilibrium as a null model to detect evolution.
- Describe the five mechanisms of microevolution and their effects on allele and genotype frequencies.
Key vocabulary
- Population
- Interbreeding group of one species in an area
- Gene pool
- All alleles at all loci in a population
- Allele frequency
- Proportion of one allele at a locus (p + q = 1)
- Genotype frequency
- Proportion of individuals with each genotype (p² + 2pq + q² = 1)
- Hardy-Weinberg equilibrium
- Constant frequencies when no evolutionary forces act
- Microevolution
- Change in allele frequencies within a population
- Genetic drift
- Random change in allele frequencies, strongest in small populations
- Bottleneck effect
- Diversity lost when a population suddenly shrinks
- Founder effect
- Diversity lost when a few individuals start a new population
- Gene flow
- Movement of alleles between populations
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