Interactions of Surfactant Protein D with the Glycoproteins Ovalbumin and Alpha-2-Macroglobulin
Bibliographic record
Abstract
Surfactant protein D (SP-D) is an important innate immune collectin involved in uptake and clearance of microbes and allergens in the lungs. SP-D has been shown to ameliorate allergic asthma reactions in mice; however, the mechanisms for this are not fully understood. We investigated the role of SP-D in the uptake and clearance of the model allergen ovalbumin (OVA) by macrophages. We discovered that SP-D does not bind OVA but binds fractions with contaminating proteins; ovomucin and ovomacroglobulin. We extended these findings to show that SP-D binds human alpha-2-macroglobulin (A2M) in its cleaved or intact state, in a concentration-, calcium-, and carbohydrate-dependent manner. A2M increases the innate immune potential of SP-D by increasing its ability to agglutinate the bacteria Escherichia coli and Bacillus subtilis. We found that SP-D does not increase the uptake of OVA by murine macrophage cell lines, or by alveolar macrophages in vivo in BALB/cJ mice.
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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) | 0.001 | 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".