37 EFFECT OF EMBRYO STAGE ON PREGNANCY RATE FOLLOWING DIRECT TRANSFER OF BOVINE EMBRYOS FROZEN IN ETHYLENE GLYCOL
Why this work is in the frame
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Bibliographic record
Abstract
Annually, more than 400 000 in vivo-recovered bovine embryos are officially reported by members of the Canadian and American Embryo Transfer Associations. Between 65 and 70% of these embryos are cryopreserved and more than 95% are frozen in ethylene glycol (EG). Statistics on factors affecting embryo freezing are difficult to obtain because many cattle breeders/farmers no longer report pregnancy rates back to embryo transfer (ET) practitioners. Concerns are often expressed as to the optimal stage at which to freeze bovine in vivo-derived embryos. This is a retrospective analysis of results from 5 commercial ET programs (1 in the United States, 3 in Canada and 1 in the Netherlands) for which pregnancy data relative to embryo stage at freezing were made available. Embryos representing 4 stages of development, as defined by the IETS (4 = late morula, 5 = early blastocyst, 6 = mid blastocyst and 7 = expanded blastocyst) are included in the data. The number of embryos thawed and transferred ranged from 3954 to 24 827 for the 5 programs, with a total of 72 828. Embryos were frozen in either 1.5 M EG or 1.5 M EG + 0.1 M sucrose and exposure time to cryoprotectant before cooling ranged from 4 to 40 min. Pregnancy rates are shown in Table 1. Although the pregnancy rate for stage 6 embryos was only 2.6 and 3.2 percentage points lower than stages 4 and 5, respectively, these differences were highly significant and pregnancy rates for stage 6 embryos were lower than those for stages 4 and 5 in 4 of the 5 ET programs. The small decreased survival of stage 6 embryos is probably only moderately important in a commercial context. However, the pregnancy rate of stage 7 embryos was lower than all other stages for the combined dataset as well as in all 5 ET programs, with the difference between stages 5 and 7 ranging from 6.5 to 16.4 percentage points. Clearly, stage 7 embryos survive freezing at a significantly lower rate than stages 4, 5 and 6 and neither time of exposure to EG nor inclusion of sucrose in the freezing medium provided an obvious improvement. Although bovine ET practitioners routinely attempt to collect embryos on day 7 post-oestrus, recovery of stage 7 embryos cannot always be avoided. Further investigation into factors contributing to the decreased survival of stage 7 embryos is warranted. Table 1. Effect of embryo stage on pregnancy rate of bovine embryos frozen in EG
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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