Assessing the Role of Claudins in Maintaining the Integrity of Epididymal Tight Junctions Using Novel Human Epididymal Cell Lines1
Bibliographic record
Abstract
The epididymis is responsible for posttesticular sperm maturation. Sperm maturation is dependent on the luminal microenvironments along the epididymis. Though the role of the epididymis is well established, the molecular and cellular mechanisms responsible for sperm maturation remain to be elucidated, particularly in the human, as limited biological tools exist. We have established the first stable epithelial cell lines transformed with SV40 large T antigen (LTAg) from two regions of the human adult epididymis. The cell lines are composed of homogenous populations of diploid principal cells that possess ultrastructural characteristics similar to those of human principal cells in vivo. These cells express transcripts for adherens (cadherins CDH1 and CDH2) and tight (claudins CLDN1, CLDN2, CLDN3, CLDN4, CLDN7, and CLDN8) junctions as well as desmosomes (desmoplakin, DSP). Transepithelial resistance (TER) measurements in fertile human caput epididymal cell line 1 (FHCE1) as well as the immunolocalization of tight junctional protein 1 (TJP1), occludin, and CLDN1 indicate that these cells form functional tight junctions. Furthermore, knockdown of CLDN1, CLDN3, CLDN4, or CLDN7 using specific siRNAs resulted in significant decreases in TER, suggesting that these CLDNs are essential for the barrier function of the blood-epididymis barrier. Disruption of CLDN1, CLDN3, CLDN4, and CLDN7 could, therefore, lead to epididymal dysfunction, resulting in male infertility.
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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 | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".