Log-transformed variance from individual growth curves as a potential indicator of resilience in Nile tilapia Oreochromis niloticus

The ability of the animal to cope with environmental changes may be measured by log-transformed variance of deviations from expected weights (LnVar). We calculate LnVar by fitting the expected individual growth curve based on longitudinal weights (LnVar<sub>ind</sub>) of Nile tilapia that were grown in either an aerated or a non-aerated freshwater pond. We estimated genetic parameters for LnVar<sub>ind</sub> in Nile tilapia, the genetic correlation between LnVar<sub>ind</sub> and growth and the genetic correlation for LnVar<sub>ind</sub> between aerated and non-aerated pond. The heritability estimate for LnVar<sub>ind</sub> (0.28) in the non-aerated pond was higher than in aerated pond (0.06). In the aerated pond, genetic correlations of LnVar<sub>ind</sub> were - 0.44 ± 0.23 with daily growth coefficient (DGC) and - 0.45 ± 0.24 with harvest weight (W<sub>5</sub>). In the non-aerated pond, genetic correlations with DGC and W<sub>5</sub> were - 0.68 ± 0.12 and - 0.52 ± 0.17, respectively. These values suggest that selection for fish with high growth rate will reduce LnVar<sub>ind</sub>. However, genetic correlation of LnVar<sub>ind</sub> between aerated and non-aerated pond was 0.50, suggesting that genetic improvement in the aerated environment will reduce LnVar<sub>ind</sub> in the non-aerated environment. Therefore, incorporating records from relatives in non-aerated pond is beneficial for breeding programs targeting this environment.

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Journal
Scientific Reports
Published
2026-03-02
DOI
https://doi.org/10.1038/s41598-025-91353-w
Primary Topic
Aquaculture Nutrition and Growth
Type
article
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0.00

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article

Log-transformed variance from individual growth curves as a potential indicator of resilience in Nile tilapia Oreochromis niloticus

Samuel Bekele Mengistu, Hans Komen, J.W.M. Bastiaansen, Muhammad Hunaina Fariduddin Aththar et al.
Scientific Reports
Aquaculture Nutrition and Growth
article

Log-transformed variance from individual growth curves as a potential indicator of resilience in Nile tilapia Oreochromis niloticus

Samuel Bekele Mengistu, Hans Komen, J.W.M. Bastiaansen, Muhammad Hunaina Fariduddin Aththar, John A.H. Benzie
article en

Abstract

The ability of the animal to cope with environmental changes may be measured by log-transformed variance of deviations from expected weights (LnVar). We calculate LnVar by fitting the expected individual growth curve based on longitudinal weights (LnVar<sub>ind</sub>) of Nile tilapia that were grown in either an aerated or a non-aerated freshwater pond. We estimated genetic parameters for LnVar<sub>ind</sub> in Nile tilapia, the genetic correlation between LnVar<sub>ind</sub> and growth and the genetic correlation for LnVar<sub>ind</sub> between aerated and non-aerated pond. The heritability estimate for LnVar<sub>ind</sub> (0.28) in the non-aerated pond was higher than in aerated pond (0.06). In the aerated pond, genetic correlations of LnVar<sub>ind</sub> were - 0.44 ± 0.23 with daily growth coefficient (DGC) and - 0.45 ± 0.24 with harvest weight (W<sub>5</sub>). In the non-aerated pond, genetic correlations with DGC and W<sub>5</sub> were - 0.68 ± 0.12 and - 0.52 ± 0.17, respectively. These values suggest that selection for fish with high growth rate will reduce LnVar<sub>ind</sub>. However, genetic correlation of LnVar<sub>ind</sub> between aerated and non-aerated pond was 0.50, suggesting that genetic improvement in the aerated environment will reduce LnVar<sub>ind</sub> in the non-aerated environment. Therefore, incorporating records from relatives in non-aerated pond is beneficial for breeding programs targeting this environment.

Scientific ReportsVol. 16(1)
Hawassa University (ET), University College Cork (IE), National Research, Development and Innovation Office (HU), WorldFish (MY), Wageningen University & Research (NL)
Lembaga Pengelola Dana Pendidikan, Consortium of International Agricultural Research Centers, International Fund for Agricultural Development
Openalex Percentile: Top 44%
Aquaculture Nutrition and Growth
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