Expression of pentraxin 3 in the lungs of human, horse, cattle and pig
Bibliographic record
Abstract
Bacterial lung diseases cause significant mortality and morbidity, causing enormous economic damage to the animal industry and cost billions of dollars in human health care. The innate immune system plays a critical role in the initiation of immune response in the lung. Pentraxin 3 (PTX3) is an acute phase protein that is produced at sites of inflammation by many cell types upon stimulation by proinflammatory cytokines, and agonists such as endotoxins. PTX3 recognizes and binds to many pathogens, activates the complement cascade, and has a role in the clearance of apoptotic and necrotic cells. Because there are very few data on the expression of PTX3 in the lungs, we examined PTX3 expression in normal and inflamed lungs of the horse, pig, human, and cattle using light and electron microscopic immunochemistry. We show PTX3 staining in bronchial epithelial cells and vascular endothelium in normal and inflamed lungs. Alveolar macrophages and inflammatory cells recruited into the lungs of bacteria‐infected animals stain intensely for PTX3. Immuno‐gold electron microscopy on horse, and calf lungs showed PTX3 in the nuclei, cytoplasm, and vesicular organelles of alveolar macrophages, endothelial cells and pulmonary intravascular macrophages. These data show PTX3 is expressed in normal lungs and its expression is increased in inflamed lungs. Grant Funding Source : Alberta Livestock and Meat Agency
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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) | 0.002 | 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".