Evidence map›Paper›PMID 41845393›Full record

ArticleBMC biology2026

Single-cell analysis of a salmonid immune system (river brown trout Salmo trutta fario) reveals evolutionary divergence and hatchery-induced transcriptional reprogramming.

James Ord, Helena Saura Martinez, Monica Hongroe Solbakken, Anastasiia Berezenko, Simone Oberhaensli, Stephanie Talker, Heike Schmidt-Posthaus, Irene Adrian-Kalchhauser

Abstract read
In one paragraph

Article in BMC biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

James OrdInstitute for Fish and Wildlife Health, Department of Infectious Diseases and Pathobiology, Vetsuisse Faculty, University of Bern, Länggassstrasse 122, Bern, 3012, Switzerland. jms.ord18@gmail.com.ORCID 0000-0001-6870-8927
Helena Saura MartinezInstitute for Fish and Wildlife Health, Department of Infectious Diseases and Pathobiology, Vetsuisse Faculty, University of Bern, Länggassstrasse 122, Bern, 3012, Switzerland.
Monica Hongroe SolbakkenMedical Genetics Unit, Faculty of Veterinary Medicine, Norwegian University of Life Sciences, Postboks 5003, Ås, 1432, Norway.ORCID 0000-0002-9677-403X
Anastasiia BerezenkoInstitute for Fish and Wildlife Health, Department of Infectious Diseases and Pathobiology, Vetsuisse Faculty, University of Bern, Länggassstrasse 122, Bern, 3012, Switzerland.
Simone OberhaensliInstitute for Fish and Wildlife Health, Department of Infectious Diseases and Pathobiology, Vetsuisse Faculty, University of Bern, Länggassstrasse 122, Bern, 3012, Switzerland.ORCID 0000-0002-2116-1685
Stephanie TalkerInstitute of Virology and Immunology, Department of Infectious Diseases and Pathobiology, Vetsuisse Faculty, University of Bern, Länggassstrasse 122, Bern, 3001, Switzerland.ORCID 0000-0002-3966-6251
Heike Schmidt-PosthausInstitute for Fish and Wildlife Health, Department of Infectious Diseases and Pathobiology, Vetsuisse Faculty, University of Bern, Länggassstrasse 122, Bern, 3012, Switzerland. heike.schmidt@unibe.ch.ORCID 0000-0003-2628-4454
Irene Adrian-KalchhauserInstitute for Fish and Wildlife Health, Department of Infectious Diseases and Pathobiology, Vetsuisse Faculty, University of Bern, Länggassstrasse 122, Bern, 3012, Switzerland. irene.adrian-kalchhauser@unibe.ch.ORCID 0000-0002-7563-2577

Funding

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung 212526
6 · The paper itself

Abstract

backgroundVertebrate immune systems exhibit striking evolutionary diversity, yet our understanding remains biased toward mammalian models. Here, we generate a single-cell transcriptome of immune cells from the ecologically and economically important salmonid Salmo trutta fario (river brown trout), a lineage characterized by an ancestral whole-genome duplication (WGD).

resultsProfiling over 83,000 kidney-derived immune cells, we resolved 34 transcriptionally distinct populations, identified core immune lineages, and uncovered novel markers in neutrophils, macrophages, T-cells, and B-cells. We detected pervasive transcriptional divergence between WGD-derived ohnologue pairs, indicating putative sub- and neofunctionalization in immune gene regulation. We further show that the transcriptional identity of immune cells is shaped by rearing history: fish raised in hatcheries-whether for one or multiple generations-showed shifts in immune gene expression across cell types.

conclusionsOur findings provide baseline data for the healthy brown trout cellular immune system, insight into the evolution of vertebrate immunity, and avenues for understanding the molecular basis of reduced immunological fitness of hatchery-reared fish.

Indexed as

Biological EvolutionImmune SystemTranscriptomeTroutAnimalsSingle-Cell AnalysisImmunitySalmonidSingle-cell sequencingTranscriptomeTrout whole-genome duplication

Identifiers

PMID41845393
PMCPMC12997680

What Socratic holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.