Estimating Effective Number of Breeders Under the Heterozygote‐Excess Equilibrium

Estimating the effective number of breeders per reproductive cycle or cohort ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> ) can contribute to understanding the viability of wild populations. However, previous <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> estimators based on heterozygote-excess assume that parental genotypes are in accordance with Hardy-Weinberg equilibrium (HWE), and can only be applied to diploids. When these criteria are not fulfilled, estimates of expected heterozygosity may thus be biased. We extended a previous <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> estimator to autopolyploids and account for parental genotypes either in HWE or heterozygote-excess equilibrium (HEE). Results include the following: the distributions of genotypes converge to HEE within nine generations (with a relative error of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>3</mml:mn></mml:mrow> </mml:msup> </mml:mrow> <mml:annotation>$$ {10}^{-3} $$</mml:annotation></mml:semantics> </mml:math> ), the corrected estimators can asymptotically estimate <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> without bias, and estimations for autopolyploids are slightly better than those for diploids. The relationships between <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow> <mml:msub><mml:mover><mml:mi>N</mml:mi> <mml:mo>̂</mml:mo></mml:mover> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {\hat{N}}_b $$</mml:annotation></mml:semantics> </mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> and the influence of variable effective breeding numbers across generations on <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow> <mml:msub><mml:mover><mml:mi>N</mml:mi> <mml:mo>̂</mml:mo></mml:mover> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {\hat{N}}_b $$</mml:annotation></mml:semantics> </mml:math> were clarified. We find <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow> <mml:msub><mml:mover><mml:mi>N</mml:mi> <mml:mo>̂</mml:mo></mml:mover> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {\hat{N}}_b $$</mml:annotation></mml:semantics> </mml:math> mainly reflects <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> in the previous generation in diploids but is a weighted harmonic mean of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> in previous generations in polyploids. Our methods are implemented in a software package, polygene v1.7, which is freely available at https://github.com/huangkang1987/polygene.

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Journal
Molecular Ecology Resources
Published
2026-02-01
DOI
https://doi.org/10.1111/1755-0998.70107
Primary Topic
Genetic diversity and population structure
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article

Estimating Effective Number of Breeders Under the Heterozygote‐Excess Equilibrium

Kang Huang, T. Li, Zhiming Xia, Bing Yang et al.
Molecular Ecology Resources
Genetic diversity and population structure
article

Estimating Effective Number of Breeders Under the Heterozygote‐Excess Equilibrium

Kang Huang, T. Li, Zhiming Xia, Bing Yang, Yujia Shen, H. Wang, Derek W. Dunn, Ruixin Peng, Dan Wang, Song Zhang, Baoguo Li, Ruqi Wang
article en

Abstract

Estimating the effective number of breeders per reproductive cycle or cohort ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> ) can contribute to understanding the viability of wild populations. However, previous <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> estimators based on heterozygote-excess assume that parental genotypes are in accordance with Hardy-Weinberg equilibrium (HWE), and can only be applied to diploids. When these criteria are not fulfilled, estimates of expected heterozygosity may thus be biased. We extended a previous <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> estimator to autopolyploids and account for parental genotypes either in HWE or heterozygote-excess equilibrium (HEE). Results include the following: the distributions of genotypes converge to HEE within nine generations (with a relative error of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>3</mml:mn></mml:mrow> </mml:msup> </mml:mrow> <mml:annotation>$$ {10}^{-3} $$</mml:annotation></mml:semantics> </mml:math> ), the corrected estimators can asymptotically estimate <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> without bias, and estimations for autopolyploids are slightly better than those for diploids. The relationships between <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow> <mml:msub><mml:mover><mml:mi>N</mml:mi> <mml:mo>̂</mml:mo></mml:mover> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {\hat{N}}_b $$</mml:annotation></mml:semantics> </mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> and the influence of variable effective breeding numbers across generations on <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow> <mml:msub><mml:mover><mml:mi>N</mml:mi> <mml:mo>̂</mml:mo></mml:mover> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {\hat{N}}_b $$</mml:annotation></mml:semantics> </mml:math> were clarified. We find <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow> <mml:msub><mml:mover><mml:mi>N</mml:mi> <mml:mo>̂</mml:mo></mml:mover> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {\hat{N}}_b $$</mml:annotation></mml:semantics> </mml:math> mainly reflects <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> in the previous generation in diploids but is a weighted harmonic mean of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:msub><mml:mi>N</mml:mi> <mml:mi>b</mml:mi></mml:msub> </mml:mrow> <mml:annotation>$$ {N}_b $$</mml:annotation></mml:semantics> </mml:math> in previous generations in polyploids. Our methods are implemented in a software package, polygene v1.7, which is freely available at https://github.com/huangkang1987/polygene.

Molecular Ecology ResourcesVol. 26(2)
Northwest University (CN), Yanan University Affiliated Hospital (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 51%
Genetic diversity and population structure
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