Claudin-3 regulates luminal fluid accumulation in the developing chick lung
Why this work is in the frame
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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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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 | 0.001 | 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