Polyol Pathway in Human Epididymis and Semen
Why this work is in the frame
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Bibliographic record
Abstract
Two enzymes are involved in the polyol pathway: an aldose reductase that reduces glucose in sorbitol followed by its oxidation in fructose by sorbitol dehydrogenase. It has been previously shown that both enzymes are presented in the bovine epididymis, where they are associated with membranous vesicles called epididymosomes. Based on the distribution of these enzymes, it has been hypothesized that the polyol pathway can modulate sperm motility during the epididymal transit. In the present study, polyol pathway was investigated in semen and along the epididymis in humans in order to determine if sperm maturation can be associated with this sugar pathway. Western blot analysis shows that both aldose reductase and sorbitol dehydrogenase are associated with ejaculated spermatozoa and prostasomes in humans. These enzymes are also associated with epididymosomes collected during surgical vasectomy reversal. Western blot, Northern blot, and reverse transcription-polymerase chain reaction analysis show that aldose reductase and sorbitol dehydrogenase are expressed at the transcriptional and translational levels along the human epididymis. Unlike what occurs in the bovine model, distribution of these enzymes is rather uniform along the human excurrent duct. Immunohistological studies together with Western blot analysis performed on epididymosomes preparations indicate that the polyol pathway enzymes are secreted by the epididymal epithelium. These results indicate that the polyol pathway plays a role in human sperm physiology.
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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 | 0.000 |
| 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