Differences in Parameters of an Embryo In Vitro Production Program between Cattle (Bos Indicus) and Buffaloes (Bubalus bubalis)
Bibliographic record
Abstract
In order to improve production, it is necessary to apply reproductive biotechnologies, including embryo transfer. Due to the management and physiology of the animals and the buffalo production system, the best system is the in vitro production of embryos (IVP). This work aims to compare the results of the (IVP) of cows (Bos indicus) and buffalo (Bubalus bubalis) from animals kept under the same conditions of feeding and handling. This study was conducted in an Argentinan commercial herd located in the province of Corrientes (-27.742859 latitude, -57.773611 longitude) that raise buffaloes and cattle, during the breeding season of 2018 (March-May). Twenty animals of each species were used. Antimullerian hormone (AMH) levels of each animal were determined using ELISA. Standardized protocols were used for oocyte aspiration, maturation, fertilization and culture of the embryos, frozen semen of a single proved bull was used in each species. Information about the number of follicles, oocytes, and embryos was recorded and analyzed individually and grouped by species. The normality of the data was evaluated with the D'Agostino and Shapiro-Wilk tests and the comparisons between species using the Mann Whitney and ANOVA tests. Values are shown as median and range. A p-value <0.05 was considered statistically significant. The AMH levels of the cows were 688.5 pg/ml (45.3-2394) and the buffaloes 73.8 pg/ml (14.8-262.5), p <0.001. Significant differences were found in the number of recovered oocytes 9 (0-23) cows vs. 4.5 (1-11) buffaloes (p> 0.05). There were no significant differences in the number of follicles and the quality of the oocytes. Significant differences were found in the number of oocytes cleaved 4 (0 -17) vs. 0.5 (0-4) and blastocysts/animal 1,5 (0-15) and 0,1 (0-2) l for cows and buffalos respectively. The number of blastocysts in relation to the number of oocytes cleaved did not show statistical significance. The differences in the levels of AMH and the marked differences in the IVP between buffaloes and cattle are confirmed, it is necessary to propose research proposals that explain the differences.
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How this classification was reachedexpand
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 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".