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Experimental co-infection of lumpfish with sublethal doses of Aeromonas salmonicida and Vibrio anguillarum causes increased mortality

2025· article· en· W4412422673 on OpenAlexafffund
Joy Chukwu-Osazuwa, Trung Cao, Ignacio Vásquez, Hajarooba Gnanagobal, Ahmed Hossain, My Dang, Oluwatoyin Onireti, Jennifer R. Hall, Javier Santander

Bibliographic record

VenueAquaculture · 2025
Typearticle
Languageen
FieldImmunology and Microbiology
TopicAquaculture disease management and microbiota
Canadian institutionsMemorial University of Newfoundland
FundersNatural Sciences and Engineering Research Council of CanadaCanada First Research Excellence FundOcean Frontier Institute
KeywordsBiologyVibrio anguillarumAeromonas salmonicidaMicrobiologyVibrioAeromonasVibrionaceaeFisheryZoologyFish <Actinopterygii>Bacteria

Abstract

fetched live from OpenAlex

Co-infection is a common natural occurrence in wild and cultured fish, where the fish is affected by more than one concurrent pathogen, with higher reported mortalities than single infections. The susceptibility of the fish to infectious agents and the severity of the infection is dependent on the infection kinetics and dynamics of the pathogens involved during co-infection. Co-existing pathogens can synergize, antagonize, or not interact with each other during a co-infection. Understanding the interactions between different pathogens and the physiological processes triggered during fish co-infection is relevant to developing effective disease management strategies in aquaculture. However, experimental studies on co-infection in farmed fish have not been fully explored. This may be due to the complexity of setting up experimental co-infection models and the lack of adequate pathogen detection techniques or tools, especially with homologous types of pathogens. In this study, we investigated the co-infection of lumpfish ( Cyclopterus lumpus ), a sea-lice cleaner fish used in Atlantic salmon ( Salmo salar ) aquaculture, with Aeromonas salmonicida and Vibrio anguillarum . A. salmonicida and V. anguillarum in vitro assays showed that A. salmonicida and V. anguillarum did not cross antagonize . We then conducted animal experiments in which three groups of lumpfish ( n = 50 per group) were intraperitoneally injected with either PBS (control group) or sub-lethal doses of A. salmonicida Rif r (10 1 and 10 2 CFU dose −1 ) and V. anguillarum Str r (10 4 and 10 5 CFU dose −1 ). Fish showed severe clinical signs of both furunculosis and vibriosis. The survival rate of lumpfish co-infected with 10( Hvas et al., 2018 1) :10 4 and 10( McEwan et al., 2019 2) :10 5 of A. salmonicida and V. anguillarum were 28.09 % and 10.82 %, respectively. Bacterial tissue colonization revealed that sub-lethal doses of A. salmonicida could not be recovered by plate counting. However, the TaqMan assay revealed the presence of A. salmonicida and V. anguillarum in the head kidney of co-infected lumpfish. The co-infection of lumpfish with A. salmonicida and V. anguillarum increased mortality and severity of clinical signs, even at sub-lethal doses, suggesting a synergistic interaction between these bacteria.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.060
Threshold uncertainty score0.676

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.266
Teacher spread0.257 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes2
Has abstractyes

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