Muscle-Specific Inhibition of the Classical Nuclear Factor-κB Pathway Is Protective Against Diaphragmatic Weakness in Murine Endotoxemia
Bibliographic record
Abstract
OBJECTIVE: Diaphragmatic weakness and acute respiratory failure are common in sepsis. Nuclear factor-κB acts as a general coordinator of the systemic inflammatory response, but its role within the diaphragm itself during sepsis is unknown. We investigated the potential protective effect upon the diaphragm of inhibiting nuclear factor-κB only within muscle fibers during acute endotoxemia. DESIGN: Prospective study in experimental animals. SETTING: University research laboratory. INTERVENTIONS: Wild-type and transgenic (muscle-specific IκBα super-repressor) mice with skeletal muscle-specific inhibition of the classical nuclear factor-κB pathway were subjected to acute endotoxemia. Muscle-specific ubiquitin ligases (muscle RING-finger protein 1 and atrogin-1), caspase-3 activity, inhibitor of apoptosis proteins, proinflammatory cytokines (interleukin-1β, monocyte chemoattractant protein-1, and tumor necrosis factor-α), and diaphragmatic contractility were evaluated after 24 hours. MEASUREMENTS AND MAIN RESULTS: In wild-type mice, endotoxemia significantly increased proinflammatory cytokines (fold-change messenger RNA: interleukin-1β = 7.6, monocyte chemoattractant protein-1 = 15.3, and tumor necrosis factor-α = 2.2) and proteolysis effectors (fold-change messenger RNA: muscle RING-finger protein 1 = 5.7, atrogin-1 = 2.8; caspase-3 activity elevated by 28%) in the diaphragm, while reducing its force-generating capacity by 38%. In nonendotoxemic muscle-specific IκBα super-repressor diaphragms, caspase-3 activity was unexpectedly increased by 40% above basal wild-type levels and inhibitors of apoptosis proteins were down-regulated, but force production remained normal. In muscle-specific IκBα super-repressor mice subjected to endotoxemia, proinflammatory cytokines, muscle RING-finger protein 1, and atrogin-1 were not significantly increased above their basal levels, and diaphragmatic weakness and further increases in caspase-3 activity were completely prevented. CONCLUSIONS: These results suggest that nuclear factor-κB signaling within skeletal muscle fibers is a key pathway leading to diaphragmatic weakness during acute endotoxemia, most likely via effects on multiple inflammatory mediators. In addition, inhibition of nuclear factor-κB signaling within diaphragm muscle fibers has complex effects on caspase-3 activation, which could have implications for the treatment of sepsis-induced diaphragmatic dysfunction.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".