Claudin-3 regulates luminal fluid accumulation in the developing chick lung
Bibliographic record
Abstract
Claudins are a family of tight junction proteins expressed in epithelial tissues during development and in postnatal life. We hypothesized that claudins are required for branching morphogenesis in the developing chick lung. To test this hypothesis, we exposed cultured chick lung explants at embryonic day 5 to a truncated non-toxic form of the Clostridium perfringens enterotoxin known as C-CPE that removes C-CPE-sensitive claudins from tight junctions. Using in situ hybridization and immunofluorescence studies, we established that only one C-CPE-sensitive claudin, Claudin-3, was expressed in the chick lung at this stage. C-CPE treated lung explants did not exhibit any defect in lung branching compared to controls. However, they did exhibit a significantly smaller lumen area, suggesting that paracellular permeability was perturbed. The decrease in lumen area was associated with a loss of Claudin-3 expression within tight junctions of the respiratory epithelium and an increase in permeability of the respiratory epithelium. When C-CPE-treated lung explants were treated with forskolin, lumen area was restored. In summary, removal of a sealing claudin, Claudin-3, from tight junctions in embryonic lung epithelium results in a decrease in lumen area and in hydrostatic pressure needed for lung development.
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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 | 0.001 |
| 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".