Discovery and validation of candidate smoltification gene expression biomarkers across multiple species and ecotypes of Pacific salmonids
Aimee Lee S. HoudeiD, Oliver P. GüntheriD, Jeffrey Strohm, Tobi J. MingiD, Shaorong LiiD, Karia H. Kaukinen, David A. PattersoniD, Anthony P. FarrelliD, Scott G. HinchiD, Kristina M. MilleriD
Abstract
Early marine survival of juvenile salmon is intimately associated with their physiological condition during ocean entry and especially smoltification. Smoltification is a developmental parr-smolt transformation allowing salmon to acquire the trait of seawater tolerance in preparation for marine living. Traditionally, this developmental process has been monitored using gill Na+/K+ATPase (NKA) activity or plasma hormones, but gill gene expression can be reliably used. Here, we describe the discovery of candidate genes from gill tissue for staging smoltification using comparisons of microarray studies with particular focus on the commonalities between anadromous Rainbow trout and Sockeye salmon datasets, as well as literature comparison encompassing more species. A subset of 37 candidate genes mainly from the microarray analyses was used for Taq-Man qPCR assay design and their monthly expression patterns were validated using gill samples from four groups, representing three species and two ecotypes: Coho salmon, Sockeye salmon, stream-type Chinook salmon, and ocean-type Chinook salmon. The best smoltification biomarkers, as measured by consistent changes across these four groups, were genes involved in ion regulation, oxygen transport, and immunity. Smoltification gene expression patterns (using the top 10 biomarkers) were confirmed by significant correlations with NKA activity and were associated with changes in body brightness, caudal fin darkness, and caudal peduncle length. We incorporate gene expression patterns of pre-smolt, smolt, and de-smolt trials from acute seawater transfers using a companion study to develop a preliminary seawater tolerance classification model for ocean-type Chinook salmon. This work demonstrates the potential of gene expression biomarkers to stage smoltification and classify juveniles as pre-smolt, smolt, or de-smolt.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 50
- FWCI
- 6.24
- Field percentile
- top 3%
- Organism
- Assay
- Research Focus
- Approach
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
- Salmonid gene expression biomarkers indicative of physiological responses to changes in salinity, temperature, but not dissolved oxygen
Aimee Lee S. Houde, Arash Akbarzadeh, … Kristina M. Miller·Journal of Experimental BiologyPeer-reviewed·Jan 1, 2019
- A single nuclei transcriptomic analysis of the Atlantic salmon gill through smoltification and seawater transfer
Alexander Christopher West, Yasutaka Mizoro, … David G. Hazlerigg·bioRxiv·Sep 3, 2020
- Transcriptomic profiling of gill biopsies to define predictive markers for seawater survival in farmed Atlantic salmon
Lars Grønvold, Mattis Jayme van Dalum, … David G. Hazlerigg·Journal of Fish BiologyPeer-reviewed·Dec 16, 2024
- A major locus on chromosome 14 impacts developmental variation of Atlantic salmon smoltification
Marie Saitou, Domniki Manousi, … Simen R. Sandve·bioRxiv·Oct 16, 2025
- The genome regulatory landscape of Atlantic salmon liver through smoltification
Thomas Nelson Harvey, Gareth B. Gillard, … Simen R. Sandve·PLoS ONEPeer-reviewed·Apr 22, 2024
- Photoperiod-dependent developmental reprogramming of the transcriptional response to seawater entry in Atlantic salmon (Salmo salar)
D. G. Hazlerigg, S. R. Sandve, … T. mulugeta·bioRxiv·Mar 24, 2020