MétaCan
Menu
← Back to cohort
Record W4415548227 · doi:10.1016/j.jglr.2025.102689

The effect of diet-derived thiaminase on survival, growth, and liver transketolase activity in two strains of lake trout (Salvelinus namaycush)

2025· article· en· W4415548227 on OpenAlexafffundvenue
Christian A. Therrien, Peter M. Baker, Shawn R. Garner, Patricia Wolfe, Sarah Matesic, Katie A. Edwards, Chris C. Wilson, Heidi K. Swanson, Bryan D. Neff

Bibliographic record

VenueJournal of Great Lakes Research · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAquaculture Nutrition and Growth
Canadian institutionsWilfrid Laurier UniversityMinistry of Natural Resources and ForestryWestern UniversityUniversity of Waterloo
FundersNatural Sciences and Engineering Research Council of CanadaOntario Ministry of Natural Resources and ForestryGreat Lakes Fishery Commission
KeywordsTroutTransketolaseAquatic animalRainbow trout

Abstract

fetched live from OpenAlex

The consumption of invasive, high-thiaminase prey fishes can cause thiamine deficiency, which has been hypothesized to be a major barrier for lake trout ( Salvelinus namaycush ) restoration in the Laurentian Great Lakes. Here, we compared the effects of diet-derived thiaminase on survival and performance-related traits between two strains of lake trout that differ in historical exposure to thiaminase. Juvenile lake trout from the Seneca Lake (higher historical exposure to thiaminase) and Slate Islands (lower historical exposure) strains were reared in a common garden environment and received either an experimental diet containing bacterial derived-thiaminase or a control diet. Six months after the initiation of the experimental diets, survival, liver transketolase activity, growth, and food conversion efficiency were compared between strains and treatments. Unexpectedly, both diets resulted in liver transketolase latency values that were consistent with thiamine deficiency, and this was true for both strains. The thiaminase diet had larger negative effects on growth, food conversion efficiency, and survival compared to the control diet, and, except for survival, these effects did not differ between the two strains. Fish from the Seneca Lake strain had lower survival when fed the thiaminase diet than when fed the control diet; no difference in survival was found between diets fed to the Slate Islands fish, which was unexpected given their lower historical exposure to thiaminase. Our results confirm the negative effects of thiaminase in lake trout and identify potential strategies that could mitigate effects via strain selection.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.007
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

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 science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.036
GPT teacher head0.331
Teacher spread0.295 · 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 source (direct Gemma or distilled Codex), 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

Citations5
Published2025
Admission routes3
Has abstractyes

Explore more

Same venueJournal of Great Lakes Research→Same topicAquaculture Nutrition and Growth→French-language works237,207→