Description and Power Analysis of Two Tests for Detecting Recent Population Bottlenecks From Allele Frequency Data

Описание и анализ мощности двух тестов для выявления недавних популяционных бутылочных горлышек по данным о частотах аллелей
J. M. Cornuet, Gordon Luikart
1996-12-01

allele frequency dataconservation biologyheterozygosity excessinfinite allele modelpopulation bottlenecks
When a population experiences a reduction of its effective size, it generally develops a heterozygosity excess at selectively neutral loci, i.e., the heterozygosity computed from a sample of genes is larger than the heterozygosity expected from the number of alleles found in the sample if the population were at mutation drift equilibrium. The heterozygosity excess persists only a certain number of generations until a new equilibrium is established. Two statistical tests for detecting a heterozygosity excess are described. They require measurements of the number of alleles and heterozygosity at each of several loci from a population sample. The first test determines if the proportion of loci with heterozygosity excess is significantly larger than expected at equilibrium. The second test establishes if the average of standardized differences between observed and expected heterozygosities is significantly different from zero. Type I and II errors have been evaluated by computer simulations, varying sample size, number of loci, bottleneck size, time elapsed since the beginning of the bottleneck and level of variability of loci. These analyses show that the most useful markers for bottleneck detection are those evolving under the infinite allele model (IAM) and they provide guidelines for selecting sample sizes of individuals and loci. The usefulness of these tests for conservation biology is discussed.
1
Computer simulations evaluated Type I and Type II errors across sample size, locus number, bottleneck severity, elapsed time, and locus variability.
2
Markers following the infinite allele model are most useful for detecting bottlenecks, and simulations provide guidance for choosing individual and locus sample sizes.
3
Population reductions produce a transient heterozygosity excess at selectively neutral loci relative to mutation–drift equilibrium expectations.
4
The tests are presented as useful tools for recent bottleneck detection in conservation biology.
5
Two tests detect recent bottlenecks using allele counts and heterozygosity across multiple loci: one tests the proportion of excess loci, and the other tests mean standardized heterozygosity differences.

Populations that have undergone recent reductions in effective size (population bottlenecks)

Detection and statistical power of heterozygosity-excess tests for identifying recent population bottlenecks from allele-frequency data

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1996-12-01
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J. M. Cornuet
Gordon Luikart
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