Evolution field guide

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Chance and populations · quick reference

Selection meets chance

Finite populations are samples, not averages. A useful variant can vanish by luck; a mildly harmful one can spread. Genomics made this population-genetic caveat impossible to ignore.

Short version: inheritance is a sample. In a small population, luck can make a gene version common or erase it—even when it does not help or harm.

Four forces leave different fingerprints

Allele frequency is the share of sampled gene copies carrying a variant—for example, 20 A copies among 40 total gives 0.5. See the field guide whenever a term is unfamiliar.

Effective population size (Nₑ) is not headcount. Bottlenecks, unequal family sizes, sex ratios, and population structure can make it much smaller. A rough intuition: when selection is weak relative to about 1/Nₑ, drift can dominate its fate.

Simulation: same rules, twelve histories

Every line starts with the same 50/50 mix. Run the model and watch identical starting populations diverge.

Optional: model assumptions

This deliberately simple haploid Wright–Fisher model samples N gene copies each generation. The selection coefficient s changes A’s relative reproduction (positive favors A); migration m is the fraction replaced by migrants from a population where A has frequency 0.8. Dominance, mutation, linkage, and population structure are omitted.

Accessible trajectory data: frequency of A
ReplicateGen 0Gen 10Gen 20Gen 30Gen 40

Try: N=20 vs 500 with selection 0; then set selection to 0.05. Selection changes the tendency, but chance still changes each history.

The neutral and nearly neutral update: Kimura and Ohta’s theories predate 1995, but genome-scale data made neutrality a standard null model. Many molecular changes are neutral or weakly selected; that does not mean organisms are random or adaptation is unreal. Neutrality is a claim about a particular variant in a particular population context.

Try the case

An island is founded by five randomly carried lizards. A rare color becomes common even though colors survive equally well. Best explanation?

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