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Impact of progeny size on genetic parameter estimation and selection gain in progeny trials of Eucalyptus spp. Cover

Impact of progeny size on genetic parameter estimation and selection gain in progeny trials of Eucalyptus spp.

Open Access
|May 2025

Abstract

Progeny trials are the first and most important phase of a Eucalyptus breeding program. These trials are designed to capture breeding values of parents and progenies, enabling the selection of progenies or superior individual genotypes for cloning. The influence of progeny size on the estimations of genetic parameters and the efficacy on of individual genotype selection remains underexplored. To address this question, the present study investigated the effect of progeny size on the estimation of genetic parameters and selection efficiency in eucalyptus progeny trials. Three full-sibs progeny trials were used to sample varying numbers of individuals within the progenies across blocks. Sampling ranged from one plant per block (single-tree-plot) to 16 plants per block (5 to 80 plants per progeny). For each sampling scenario, 1,000 resampling iterations without replacement were performed to fit a mixed linear model for wood volume. In each iteration, estimates of the individual narrow-sense heritability (ha2), within-family heritability (hw2), and the accuracy of selection at progeny level (r̂gg) were obtained. Analyses of the impact of the number of individuals per progeny showed that the r̂gg improved with increasing progeny size. A stabilization trend was observed for ha2 when progeny size reached 50 individuals. In scenarios with fewer individuals, the variation in estimates of ha2, hw2, and r̂gg was significantly higher, with values reaching zero. Under conditions of low heritability estimates, the negative impact of sampling is more pronounced, leading to an overestimation of selection gains in smaller progeny sizes. A minimum of 50 individuals per progeny is recommended to reliably estimate genetic parameters and reduce sampling errors in the selection of superior individuals in full-sib progeny trials.

DOI: https://doi.org/10.2478/sg-2025-0004 | Journal eISSN: 2509-8934 | Journal ISSN: 0037-5349
Language: English
Page range: 44 - 52
Published on: May 24, 2025
Published by: Johann Heinrich von Thünen Institute
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Antonio Carlos Mota Porto, Jose Mateus W. Gonsalves, Márcio Nagaychi, Shinitiro Oda, Eduardo Jose de Mello, Rodrigo Neves Graça, published by Johann Heinrich von Thünen Institute
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.