Asymmetric Dimethylarginine Contributes to Airway Nitric Oxide Deficiency in Patients with Cystic Fibrosis
Bibliographic record
Abstract
RATIONALE: Airway nitric oxide is reduced in cystic fibrosis airways. Asymmetric dimethylarginine is an endogenous nitric oxide synthase inhibitor that may contribute to nitric oxide deficiency in cystic fibrosis. OBJECTIVES: To test the hypothesis that asymmetric dimethylarginine is increased in cystic fibrosis and contributes to nitric oxide deficiency and airway obstruction. METHODS: The concentrations of asymmetric dimethylarginine, symmetric dimethylarginine, and l-arginine were measured in sputum of clinically stable patients with cystic fibrosis, in patients with cystic fibrosis before and after treatment for a pulmonary exacerbation, and in healthy control subjects, using liquid chromatography-tandem mass spectrometry. MEASUREMENTS AND MAIN RESULTS: Asymmetric dimethylarginine was increased in cystic fibrosis compared with control sputum, and the l-arginine/asymmetric dimethylarginine ratio was decreased. Symmetric dimethylarginine exceeded asymmetric dimethylarginine concentrations in control sputum, but this ratio was reversed in cystic fibrosis. Treatment for pulmonary exacerbation resulted in a decrease in sputum asymmetric dimethylarginine and an improved l-arginine/asymmetric dimethylarginine ratio. The treatment-related decrease in asymmetric dimethylarginine correlated significantly with an increase in sputum nitric oxide metabolites and improvement in pulmonary function. The activity of the asymmetric dimethylarginine-metabolizing enzyme, dimethylarginine dimethylaminohydrolase, was higher in cystic fibrosis sputum before rather than after treatment, suggesting that the accumulation of asymmetric dimethylarginine is caused by increased production, not decreased degradation, of asymmetric dimethylarginine. CONCLUSIONS: Asymmetric dimethylarginine is increased in cystic fibrosis airways and may contribute to airway obstruction in patients with cystic fibrosis by reducing nitric oxide formation.
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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 | 0.001 |
| 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 | 0.001 | 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".