Characterization of secretory proteins from cultured cauda epididymal cells that significantly sustain bovine sperm motility in vitro
Bibliographic record
Abstract
Epididymis provides a safe environment in which stored-spermatozoa could survive for days before ejaculation. In vitro studies suggested that epididymal proteins seem to be implicated in sperm survival during coincubation with cultured epididymal cells. This study was basically designed to confirm if secretory proteins from bovine epididymal cell cultures provide sperm protection against rapid loss of sperm motility in vitro. Bovine spermatozoa were incubated in conditioned media (CM), which were prepared from cultured cauda epididymal cell (CEC). Motion parameters were recorded using a computer-assisted sperm analyzer. Sperm-free protein extracts from CM were fractionated by ultrafiltration through a 10-kDa cut off membrane. A significantly positive effect on sperm motility was observed when spermatozoa were incubated in CM (54 +/- 4%) and CM > 10 kDa (57 +/- 4%) compared to CM < 10-kDa fraction (30 +/- 3%) or fresh media (34 +/- 3%), after a 6-hr incubation period. This beneficial effect on sperm motility was abolished when the CM > 10-kDa fraction was heat-treated at 100 degrees C for 10 min. The CM > 10 kDa fraction provides factors that remained active even though spermatozoa were washed twice after a 2-hr preincubation period. To identify potential beneficial factors, bovine spermatozoa were incubated with radiolabeled proteins obtained using (35)S-methionine in culture medium. SDS-PAGE analysis of proteins extracted from CM-preincubated spermatozoa revealed the presence of a 42-kDa protein strongly associated to the sperm surface. This 42-kDa spot was trypsin-digested and identified by matrix-assisted laser desorption ionization-time of flight (MALDI-TOF) as a protein homologue to a 35-kDa bovine estrogen-sulfotransferase. This protein can play a role in epididymal biology and sperm function. Taken together, these results suggest that specific epididymal proteins can be implicated in the sperm protection in vitro, and can be characterized in our cell culture system.
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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) | 0.000 | 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 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".