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Discovery and validation of candidate smoltification gene expression biomarkers across multiple species and ecotypes of Pacific salmonids
Open accessPreprint — published as 10.1093/conphys/coz051
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.
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Metadata
- Authors
- Houde, A. L. S., Günther, O. P., Strohm, J., Ming, T. J., Li, S., Kaukinen, K. H., Patterson, D. A., Farrell, A. P., Hinch, S. G., & Miller, K. M.
- Affiliations
- Fisheries and Oceans Canada (CA)
- University of British Columbia (CA)
- Corresponding author
- Miller, Kristina M.
- ORCID
- Venue
- Conservation Physiology
- Publisher
- openRxiv
- Published
- 2018-11-20
- Volume
- 7
- Issue
- 1
- Pages
- coz051-coz051
- ISSN
- 2051-1434 (ISSN-L)
- PMC
- PMC6788492
- OpenAlex
- W2980061474
- Cited by
- 50
- References
- 1
- Citations by year
- 2026: 6 · 2025: 9 · 2024: 6 · 2023: 1 · 2022: 8 · 2021: 8 · 2020: 9 · 2019: 3
- FWCI
- 6.23
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Conservation Physiology (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Pacific Salmon Commission
- Genome British Columbia
- Royal Society
- Mitacs
- Pacific Salmon Foundation
- Directorate for Biological Sciences
- Natural Sciences and Engineering Research Council of Canada
- Fisheries and Oceans Canada
- Topics
- Life Sciences › Agricultural and Biological Sciences › Aquatic Science › Fish Biology and Ecology Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Physiology › Reproductive biology and impacts on aquatic species
- Life Sciences › Agricultural and Biological Sciences › Aquatic Science › Aquaculture Nutrition and Growth
- Keywords
- smoltification, gene expression biomarkers, Pacific salmonids, gill transcriptome, ion regulation, oxygen transport, immunity genes, Na+/K+-ATPase, seawater tolerance, sockeye salmon, coho salmon, rainbow trout, ecotypes, caudal peduncle length
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