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Genetic architecture of acute hyperthermia resistance in juvenile rainbow trout (Oncorhynchus mykiss) and genetic correlations with production traits

BACKGROUND: Selective breeding is a promising solution to reduce the vulnerability of fish farms to heat waves, which are predicted to increase in intensity and frequency. However, limited information about the genetic architecture of acute hyperthermia resistance in fish is available. Two batches o...

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Autores principales: Lagarde, Henri, Lallias, Delphine, Patrice, Pierre, Dehaullon, Audrey, Prchal, Martin, François, Yoannah, D’Ambrosio, Jonathan, Segret, Emilien, Acin-Perez, Ana, Cachelou, Frederic, Haffray, Pierrick, Dupont-Nivet, Mathilde, Phocas, Florence
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10259007/
https://www.ncbi.nlm.nih.gov/pubmed/37308823
http://dx.doi.org/10.1186/s12711-023-00811-4
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author Lagarde, Henri
Lallias, Delphine
Patrice, Pierre
Dehaullon, Audrey
Prchal, Martin
François, Yoannah
D’Ambrosio, Jonathan
Segret, Emilien
Acin-Perez, Ana
Cachelou, Frederic
Haffray, Pierrick
Dupont-Nivet, Mathilde
Phocas, Florence
author_facet Lagarde, Henri
Lallias, Delphine
Patrice, Pierre
Dehaullon, Audrey
Prchal, Martin
François, Yoannah
D’Ambrosio, Jonathan
Segret, Emilien
Acin-Perez, Ana
Cachelou, Frederic
Haffray, Pierrick
Dupont-Nivet, Mathilde
Phocas, Florence
author_sort Lagarde, Henri
collection PubMed
description BACKGROUND: Selective breeding is a promising solution to reduce the vulnerability of fish farms to heat waves, which are predicted to increase in intensity and frequency. However, limited information about the genetic architecture of acute hyperthermia resistance in fish is available. Two batches of sibs from a rainbow trout commercial line were produced: the first (N = 1382) was phenotyped for acute hyperthermia resistance at nine months of age and the second (N = 1506) was phenotyped for main production traits (growth, body length, muscle fat content and carcass yield) at 20 months of age. Fish were genotyped on a 57 K single nucleotide polymorphism (SNP) array and their genotypes were imputed to high-density based on the parent’s genotypes from a 665 K SNP array. RESULTS: The heritability estimate of resistance to acute hyperthermia was 0.29 ± 0.05, confirming the potential of selective breeding for this trait. Since genetic correlations of acute hyperthermia resistance with the main production traits near harvest age were all close to zero, selecting for acute hyperthermia resistance should not impact the main production traits, and vice-versa. A genome-wide association study revealed that resistance to acute hyperthermia is a highly polygenic trait, with six quantitative trait loci (QTL) detected, but explaining less than 5% of the genetic variance. Two of these QTL, including the most significant one, may explain differences in acute hyperthermia resistance across INRAE isogenic lines of rainbow trout. Differences in mean acute hyperthermia resistance phenotypes between homozygotes at the most significant SNP was 69% of the phenotypic standard deviation, showing promising potential for marker-assisted selection. We identified 89 candidate genes within the QTL regions, among which the most convincing functional candidates are dnajc7, hsp70b, nkiras2, cdk12, phb, fkbp10, ddx5, cygb1, enpp7, pdhx and acly. CONCLUSIONS: This study provides valuable insight into the genetic architecture of acute hyperthermia resistance in juvenile rainbow trout. We show that the selection potential for this trait is substantial and selection for this trait should not be too detrimental to improvement of other traits of interest. Identified functional candidate genes provide new knowledge on the physiological mechanisms involved in acute hyperthermia resistance, such as protein chaperoning, oxidative stress response, homeostasis maintenance and cell survival. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12711-023-00811-4.
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spelling pubmed-102590072023-06-13 Genetic architecture of acute hyperthermia resistance in juvenile rainbow trout (Oncorhynchus mykiss) and genetic correlations with production traits Lagarde, Henri Lallias, Delphine Patrice, Pierre Dehaullon, Audrey Prchal, Martin François, Yoannah D’Ambrosio, Jonathan Segret, Emilien Acin-Perez, Ana Cachelou, Frederic Haffray, Pierrick Dupont-Nivet, Mathilde Phocas, Florence Genet Sel Evol Research Article BACKGROUND: Selective breeding is a promising solution to reduce the vulnerability of fish farms to heat waves, which are predicted to increase in intensity and frequency. However, limited information about the genetic architecture of acute hyperthermia resistance in fish is available. Two batches of sibs from a rainbow trout commercial line were produced: the first (N = 1382) was phenotyped for acute hyperthermia resistance at nine months of age and the second (N = 1506) was phenotyped for main production traits (growth, body length, muscle fat content and carcass yield) at 20 months of age. Fish were genotyped on a 57 K single nucleotide polymorphism (SNP) array and their genotypes were imputed to high-density based on the parent’s genotypes from a 665 K SNP array. RESULTS: The heritability estimate of resistance to acute hyperthermia was 0.29 ± 0.05, confirming the potential of selective breeding for this trait. Since genetic correlations of acute hyperthermia resistance with the main production traits near harvest age were all close to zero, selecting for acute hyperthermia resistance should not impact the main production traits, and vice-versa. A genome-wide association study revealed that resistance to acute hyperthermia is a highly polygenic trait, with six quantitative trait loci (QTL) detected, but explaining less than 5% of the genetic variance. Two of these QTL, including the most significant one, may explain differences in acute hyperthermia resistance across INRAE isogenic lines of rainbow trout. Differences in mean acute hyperthermia resistance phenotypes between homozygotes at the most significant SNP was 69% of the phenotypic standard deviation, showing promising potential for marker-assisted selection. We identified 89 candidate genes within the QTL regions, among which the most convincing functional candidates are dnajc7, hsp70b, nkiras2, cdk12, phb, fkbp10, ddx5, cygb1, enpp7, pdhx and acly. CONCLUSIONS: This study provides valuable insight into the genetic architecture of acute hyperthermia resistance in juvenile rainbow trout. We show that the selection potential for this trait is substantial and selection for this trait should not be too detrimental to improvement of other traits of interest. Identified functional candidate genes provide new knowledge on the physiological mechanisms involved in acute hyperthermia resistance, such as protein chaperoning, oxidative stress response, homeostasis maintenance and cell survival. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12711-023-00811-4. BioMed Central 2023-06-12 /pmc/articles/PMC10259007/ /pubmed/37308823 http://dx.doi.org/10.1186/s12711-023-00811-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Lagarde, Henri
Lallias, Delphine
Patrice, Pierre
Dehaullon, Audrey
Prchal, Martin
François, Yoannah
D’Ambrosio, Jonathan
Segret, Emilien
Acin-Perez, Ana
Cachelou, Frederic
Haffray, Pierrick
Dupont-Nivet, Mathilde
Phocas, Florence
Genetic architecture of acute hyperthermia resistance in juvenile rainbow trout (Oncorhynchus mykiss) and genetic correlations with production traits
title Genetic architecture of acute hyperthermia resistance in juvenile rainbow trout (Oncorhynchus mykiss) and genetic correlations with production traits
title_full Genetic architecture of acute hyperthermia resistance in juvenile rainbow trout (Oncorhynchus mykiss) and genetic correlations with production traits
title_fullStr Genetic architecture of acute hyperthermia resistance in juvenile rainbow trout (Oncorhynchus mykiss) and genetic correlations with production traits
title_full_unstemmed Genetic architecture of acute hyperthermia resistance in juvenile rainbow trout (Oncorhynchus mykiss) and genetic correlations with production traits
title_short Genetic architecture of acute hyperthermia resistance in juvenile rainbow trout (Oncorhynchus mykiss) and genetic correlations with production traits
title_sort genetic architecture of acute hyperthermia resistance in juvenile rainbow trout (oncorhynchus mykiss) and genetic correlations with production traits
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10259007/
https://www.ncbi.nlm.nih.gov/pubmed/37308823
http://dx.doi.org/10.1186/s12711-023-00811-4
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