Pro‐Inflammatory Profiling Of RAGE Targeted Mice Following Short‐Term Tobacco Exposure
Bibliographic record
Abstract
Inflammation underpins pulmonary disease progression during tobacco smoke exposure that may culminate in irreversdible pulmonary remodeling. While primary smoke poses notable risk, nearly half of the US population is also at risk due to exposure to secondhand smoke (SHS). In the present study, we assessed a potential role for RAGE, a cell‐surface pattern recognition receptor implicated in pro‐inflammatory signaling, following exposure to SHS. Specifically, we used wild type, RAGE null, and lung‐specific RAGE overexpressing transgenic (TG) mice and evaluated the elaboration of inflammatory mediators in bronchoalveolar lavage fluid (BALF). Select mice were administered semi‐synthetic glycosaminoglycan ethers (SAGEs), a family of anionic, partially lipophilic sulfated polysaccharide derivatives known to inhibit RAGE signaling. Mice were exposed to room air (RA) or SHS from three Kentucky 3R4F research cigarettes via a nose‐only delivery system (Sireq Scientific, Montreal, Canada) five days a week and ip injections of PBS or SAGE (a 30mg/kg body weight) occurred three times per week from PN40 until sacrifice date on PN70. RAGE mRNA and protein expression was elevated in wild type and TG mice following SHS exposure and no expression was detected in RAGE nulls. BALF analyses revealed RAGE‐mediated control of leukocyte extravasation and a multiplex cytokine array confirmed a role for RAGE in the coordination of pro‐inflammatory chemokine/cytokine secretion. Among other mediators, TNF‐a, MIP‐2, and IL‐1b were each differentially secreted by lung tissue following SHS exposure and concentrations were significantly decreased in BALF from exposed RAGE null or wild type mice concomitantly administered SAGEs. In summary, inflammatory responses induced by SHS exposure were influenced by the availability of RAGE, as evidenced by RAGE nulls and SAGE treatment. These data reveal fascinating data suggesting the utility of RAGE abrogation in lessening smoke‐induced pulmonary exacerbations.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".