Superoxide anion-induced ferritinophagy is involved in ferroptosis occurrence of cashmere goat sperm during cryopreservation
Bibliographic record
Abstract
Ferroptosis initiates at the cooling-equilibration phase, which is associated with the decreased levels of ferroptosis inhibitory proteins. The occurrence of ferroptosis during sperm cryopreservation is mediated by superoxide anions, and ferritinophagy is involved in this process. Ferroptosis is the primary form of regulated cell death in cashmere goat sperm during the freeze-thaw process, which significantly hinders the efficacy and application of frozen semen technology, yet its specific regulatory mechanisms remain unclear. Here, we found it activated during the cooling-equilibration phase, linked to the degradation of critical ferroptosis inhibitory proteins like ferritin heavy chain 1 (FTH1). Freezing causes superoxide anion accumulation via cytochrome b (CYTB) upregulation and reduced mitochondrial antioxidants, unblocked by ferrostatin-1 (Fer-1). Superoxide anions dose-dependently induce ferroptosis, mitigated by Fer-1. Autophagy/ferritinophagy inhibitors alleviate it, implicating ferritinophagy. This identifies superoxide anions as key mediators, offering new targets for sperm cryopreservation.
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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".