Development and characterisation of a novel cell line derived from coho salmon (Oncorhynchus kisutch)
Bibliographic record
Abstract
Coho salmon (Oncorhynchus kisutch) is an important salmonid species differing from other salmonids in its tolerance and response to pathogens endemic to the aquaculture industry, such as infectious pancreatic necrosis virus (IPNV) and infectious salmon anaemia virus (ISAV). Consequently, coho salmon has become a subject of increased scientific interest to investigate the underlying genetic mechanisms behind these and other host-pathogen interactions. Currently, most research studying coho salmon has been conducted using live animal models as there have been few in vitro tools readily available. Here, we present the first cell line from an adult coho salmon, Coho Salmon Fibroblast-Like 1 Norway-Canada (CSFL-1NC) and its preliminary characterisation. CSFL-1NC is a homogenous, spontaneously immortalised cell line from the pectoral fin of a wild adult coho salmon, with a consistent and stable fibroblastic morphology. The cell line has a relatively stable transcriptome across several passages, with high expression of key fibroblastic marker genes, displays rapid migration, and can be genetically manipulated both by transfection and transduction with varying efficiency using plasmids, lentivirus, and/or CRISPR methodology. Virus challenges show clear susceptibility to IPNV as evidenced by cytopathic effects and efficient viral replication, yet it shows little to no response when exposed to ISAV (HPRD).
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".