Delayed cell death and bystander effects in the progeny of Chinook Salmon Embryo cells exposed to radiation and a range of aquatic pollutants
Bibliographic record
Abstract
PURPOSE: To determine whether delayed and bystander effects can be seen in both a non malignant teleost fish cell line, (CHSE) and a malignant teleost fish cell line (EPC) when exposed to low doses of ionising radiation and genotoxic pollutants. METHODS: Teleost fish cells were briefly exposed to radiation and chemical toxins at low doses. Clonogenic survival was measured in the exposed population and the distant progeny of exposed cells to assess early and delayed cell death. Clonogenic survival was also measured in cultures, which received medium from briefly exposed cells to determine bystander effects. RESULTS: The dose response pattern for both early and delayed cell death was found to differ for different stressors. Different mechanisms of cell death appear to be involved in the early cytotoxic effect and the delayed effect. No delayed cell death occurred in a transformed fish cell line (EPC). Bystander effects occurred in CHSE cells and were similar in intensity to previously reported mammalian cell bystander effects. CONCLUSIONS: The results may have implications for radiation and environmental protection of biota. They demonstrate that damage caused by low doses of radiation and common aquatic pollutants is not only similar but occurs in both acute and delayed forms.
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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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".