Genetics Selection EvolutionGenomicsPeer-reviewed journal article
Genetic architecture of acute hyperthermia resistance in juvenile rainbow trout (Oncorhynchus mykiss) and genetic correlations with production traits
Henri LagardeiD, Delphine LalliasiD, Pierre Patrice, Martin PrchaliD, Yoannah François, Jonathan D’AmbrosioiD, Emilien SegretiD, Ana Acin Perez, Frédéric Cachelou, Pierrick HaffrayiD, Audrey Dehaullon, Mathilde Dupont‐NivetiD, Florence PhocasiD
Abstract
BackgroundSelective breeding is a promising solution to reduce fish farms vulnerability to heat peaks which intensity and frequency are predicted to increase due to climate change. 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 batch (N=1,382) was phenotyped for acute hyperthermia resistance at nine months, and the second batch (N=1,506) was phenotyped for main production traits (growth, body length, muscle fat content and carcass yield) at twenty months. Fish were genotyped on a 57K SNP array, and their genotypes were imputed at high-density thanks to their parents being genotyped on a 665K SNP array. ResultsThe heritability estimate of resistance to acute hyperthermia in juveniles was 0.29 {+/-} 0.05, confirming the potential of selective breeding for this trait. Genetic correlations between acute hyperthermia resistance and main production traits at near harvest age were all close to zero. Hence, selecting for acute hyperthermia resistance should not impact the main production traits, and reversely. The genome-wide association study revealed that resistance to acute hyperthermia is highly polygenic; altogether, the six detected QTL explained less than 5% of the genetic variance. Two of these QTL, including the most significant one, might explain acute hyperthermia resistance differences across INRAE isogenic lines of rainbow trout. The phenotypic mean differences between homozygotes at peak SNP were up to 69% of the phenotypic standard deviation, showing promising potential for marker-assisted selection. We identified 89 candidate genes within the six QTL regions, among which the most convincing functional candidate genes were dnajc7, hsp70b, nkiras2, cdk12, phb, fkbp10, ddx5, cygb1, enpp7, pdhx and acly. ConclusionsThis study provides valuable insight on the genetic architecture of acute hyperthermia resistance in juvenile rainbow trout. The potential for the selective breeding of this trait was shown to be substantial and should not interfere with selection for main production traits. Identified functional candidate genes give a new insight on physiological mechanisms involved in acute hyperthermia resistance, such as protein chaperoning, oxidative stress response, homeostasis maintenance and cell survival.
- organism: rat
- assay: whole-genome sequencing
- research focus: variant effect prediction
- approach: statistical model
- Citations
- 17
- FWCI
- 2.82
- Field percentile
- top 8%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Screening for links between behaviour and acute hyperthermia and hypoxia resistance in rainbow trout using isogenic lines
H. Lagarde, D. LALLIAS, … X. Cousin·bioRxiv·Oct 19, 2023
- Effects of generations in captivity and elevated rearing temperature on Ontario hatchery brook trout (Salvelinus fontinalis) fry quality and survival.
A. Wilder, C. C. Wilson, … C. A. Semeniuk·bioRxiv·Oct 1, 2022
- Assessing the effects of acute temperature changes of sea water temperature due to climate change on Scottish farmed Atlantic salmon and investigating genetic mitigation
Smaragda Tsairidou, Jarl van den Berg, … Alastair Hamilton·bioRxiv·Jan 29, 2024
- The usefulness of triploid sib records for selection of diploid candidates in rainbow trout breeding programs for growth, processing traits and hypoxia tolerance
Julien Roche, Lou Buisson, … Florence Phocas·bioRxiv·Oct 19, 2026
- Molecular and physiological responses predict acclimation limits in juvenile brook trout ( Salvelinus fontinalis )
T. E. Mackey, C. T. Hasler, … K. M. Jeffries·bioRxiv·Dec 7, 2020
- Within- and transgenerational plasticity of a temperate salmonid in response to thermal acclimation and acute temperature stress
C. M. Penney, J. K. R. Tabh, … G. Burness·bioRxiv·Mar 22, 2021