Study of newly synthesized proteins during bovine oocyte maturation in vitro using image analysis of two‐dimensional gel electrophoresis
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Bibliographic record
Abstract
To investigate protein synthesis during bovine oocyte maturation in vitro, oocytes were put in culture with 35S-methionine for 4 hr periods from time zero to 28 hr. Pools of 10 oocytes were then prepared for two-dimensional gel electrophoresis (2-DE). For each time interval, three gels were obtained, digitalized, and analyzed to detect proteins. Then, the gel containing the most proteins was chosen as the reference gel and compared with the others. An averaged gel was created with proteins present in at least two gels of the three. Our results indicate that the rate of protein synthesis is higher at the beginning of maturation until the appearance of metaphase I (MI, 8-12 hr) and then it decreases and stays relatively constant. Percentages of initial proteins (0-4 hr) and remaining present during the progression decrease progressively from 100% to 53%. In contrast, when we compare proteins synthesized from the 4 to 8 hr period with proteins from the 8 to 12 or the 12 to 16 hr intervals, percentages of overall protein matching are stable with values of 81 and 79%, respectively. Comparison of proteins from 20 to 24 hr with proteins from 16 to 20 or 24 to 28 hr intervals also gives stable percentages of overall protein matching with values of 83 and 84%, respectively. Furthermore, a higher number of new proteins is observed at 4-8 hr (n=130) and 16-20 hr (n=136) of maturation. Thus, three major patterns of protein synthesis were observed during bovine oocyte maturation in vitro: one at the beginning of maturation (0-4 hr), another one in the middle (4-16 hr), and the last one after the completion of MI stage (16-28 hr).
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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