Yolk proteolysis in rainbow trout oocytes after serum‐free culture: Evidence for a novel biochemical mechanism of atresia in oviparous vertebrates
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Our recent studies show little evidence for increased granulosa cell apoptosis during atresia in teleost follicles, in direct contrast to the mammalian model. Histological evidence suggests that atresia in many oviparous vertebrates involves proteolytic degradation of the energy-rich yolk storage proteins within the oocyte. This study tests the hypothesis that physiological conditions that promote atresia (hormone withdrawal) lead to increased lysosomal protease activity in rainbow trout oocytes. We subjected rainbow trout ovarian follicles to conditions that promote atresia (serum-free culture) for up to 72 hr, and measured the activity of lysosomal proteases using routine enzymatic assays. Furthermore, we used high performance liquid chromatography to quantify the increase in free amino acids resulting from proteolysis of yolk proteins. Concomitantly, we evaluated the extent of follicular apoptosis during prolonged serum-free culture, using caspase-3-like activity and DNA fragmentation as indicators of apoptosis. Our results show a significant, time-dependent increase in cathepsin L-like, but not cathepsin D-like, activity levels during culture in serum-free medium; increased cathepsin L-like activity is confirmed by a significant increase in oocyte free amino acid content after 72 hr culture. In contrast, we detected only a transient increase in apoptosis during prolonged serum-free culture, as revealed through both radioactive 3'end-labeling of oligonucleosomal DNA fragments, and caspase-3-like activity. The results of this study provide the first evidence for a novel mechanism of follicular atresia in teleosts involving cathepsin-mediated yolk proteolysis.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.002 |
| 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) | 0.000 | 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