234 HORMONAL FOLLICLE STIMULATION IN HOLSTEIN COWS FOR IN VITRO EMBRYO PRODUCTION USING SPERM SORTED BY FLOW CYTOMETRY
Bibliographic record
Abstract
Transvaginal ultrasound needle-guided ovum pick-up (OPU) and in vitro embryo production (IVP) offer a reliable alternative to conventional embryo transfer to produce offspring. The success of OPU/IVP greatly depends on the number and quality of retrieved oocytes. The aim of this study was to compare OPU/IVP performance from stimulated Holstein cows. Holstein (Bos taurus) >8-year-old pluriparous open dry cows (n = 28) were used for OPU as oocyte donors. Follicular waves in all groups were synchronized by gonadotropin-releasing hormone (GnRH), prostaglandin F2a (PGF), and CIDR administrated on Day 0, followed by stimulation treatments 48 h later. No pre-synch was used. Total hormone dosage were administrated as follows: Group 1: pFSH = 180 mg (Folltropin, Bioniche, Belleville, ON, Canada; n = 7), Group 2: pFSH/LH = 500 IU (Pluset, Calier, Barcelona, Spain; n = 7), Group 3: eCG = 1500 IU (eCG, Biogénesis-Bagó, Buenos Aires, Argentina; n = 7) and Group 4: Control (n = 7), no stimulation. All injections were performed intramuscularly (i.m.) twice a day, during three days. OPU was performed 48 (Group 1) or 24 h (Group 2 and 3) after the last injection. The control group received saline solution i.m. Follicles were classified according to diameter in 4 categories: small (2–5 mm); medium (6–9 mm); large (10–14 mm) and extra large (>15 mm). A Mindray DP-30 Vet (Mindray Medical, Shenzhen, China) was equipped with a micro-convex transducer 5.0- to 8.5-MHz probe along with a disposable 21G needle. The OPU flow rate was 15 mL min–1. Retrieved oocytes were classified according to IETS guidelines as viable (grade 1 + 2) and non-viable (grade 3 + 4). The IVP protocol was according to that in Reprod. Fertil. Devel. (2004, 16, 253). Fertilization (Day 0) was carried out using female sex-sorted semen selected with a discontinuous density gradient (PureSperm, Nidacon, Mölndal, Sweden) and diluted to 1 × 106 sperm mL–1. ANOVA was used for comparisons of mean values and a chi-squared test was used for proportions. Results are presented in the Table 1. In conclusion, pFSH stimulation before ovum pick-up in Holstein cows increased the number of collected and viable oocytes, cleavage, embryo development, and hatching rates in comparison to other follicle stimulation hormones and non-stimulation. A cost-benefit analysis of these methods could be valuable in order to inform whether or not a stimulation protocol is necessary for a commercial IVP operation. Table 1. Numbers of follicles, collected and viable oocytes, cleavage rate, blastocysts and hatching rate
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.
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".