Effects of ebselen and N-acetyl cysteine on replicative aging of primary human fibroblast strains
Bibliographic record
Abstract
Administration of selected concentrations of ebselen and N-acetyl cysteine have been proven to display an antioxidant potential based on their effect on markers of T cell integrity and function in human peripheral blood mononuclear cells and CD4(+) T cell clones. Here we assessed the impact of various antioxidant concentrations on replicative aging of primary human fibroblast strains derived from embryonic lung (MRC-5) and foreskin (HFF). None of the antioxidant concentrations affected the cumulative population doublings, levels of oxidative DNA damage, intracellular GSH:GSSG ratio, potency of heat shock responses and the induction of senescence in both fibroblast strains. Our results showed no effect of both antioxidants on primary fibroblast strains and reveal their cell type specific antioxidant potential.
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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) | 0.001 | 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".