Soybean meal-induced enteritis in Atlantic salmon ( Salmo salar) and Chinook salmon ( Oncorhynchus tshawytscha ) but not in pink salmon ( O . gorbuscha )
Why this work is in the frame
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Bibliographic record
Abstract
To improve sustainability in the aquaculture industry plant meals are increasingly used to replace fish meal in fish feed. Solvent-extracted soybean meal (SBM) is an attractive protein source for fish feed because of its high protein content, favorable amino acid profile, and low cost. In Atlantic salmon (Salmo salar), SBM at low levels causes soybean meal-induced enteritis (SBMIE). Few studies have been done with SBM in Pacific salmon, and none of those have included intestinal inflammation analysis. To gain more insight into salmonid responses to SBM, we assessed and compared the effects of SBM on intestinal morphology, inflammation and microbiome composition of Chinook salmon (Oncorhynchus tshawytscha), pink salmon (O. gorbuscha) and Atlantic salmon (Salmo salar). Atlantic, Chinook and pink salmon were fed for three weeks on a diet with 20% inclusion of SBM, or a control diet with fish meal. After one week on the SBM diet, Atlantic and Chinook salmon showed increased submucosa thickness in the distal intestine compared to the fish fed on the fishmeal diet. Intestinal inflammation in these species increased over time, with a further increase in submucosa thickness coincident with an infiltration of eosinophilic granular and mononuclear leucocytes. After 3 weeks on the SBM diet, intestinal inflammation was most severe in Chinook salmon. In contrast, pink salmon only showed a slight increase in submucosa thickness after three weeks on the SBM diet, and no significant increase in inflammatory cell infiltrate. Sequence-based analysis of the intestinal microbiome showed a significant difference in overall microbiome composition between species, but did not show an effect of the SBM diet on microbiome diversity or composition in any of the three salmon species. In conclusion, SBM-fed Chinook salmon were more susceptible to SBMIE than Atlantic salmon whereas pink salmon were not susceptible to SBMIE at the levels of SBM tested.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it