IL-1 Pathway Inhibition in Recurrent Pericarditis Management
Bibliographic record
Abstract
BACKGROUND: Recurrent pericarditis (RP) guidelines recommend second-line corticosteroids after aspirin/nonsteroidal anti-inflammatory drugs/colchicine, but complications of protracted use underscore the importance of corticosteroid-sparing strategies. OBJECTIVES: Given clinical trial evidence supporting interleukin (IL)-1 pathway inhibition and US Food and Drug Administration approval of rilonacept in RP, the objective was to assess temporal trends in corticosteroid-sparing treatment of RP in a multicenter registry. METHODS: RESONANCE (REgiStry Of the NAtural history of recurreNt periCarditis in pEdiatric and adult patients; NCT04687358) combines retrospective and prospective data from clinical practice into a single observation period. Patients receiving treatment for idiopathic and postprocedural RP were included. Demographics and treatment intensifications were quantified. RESULTS: Of 313 patients with aspirin/nonsteroidal anti-inflammatory drugs/colchicine treatment (median disease duration 1.9 years; 1 preenrollment recurrence), 44% (n = 138) intensified treatment. Before rilonacept approval in RP, 71% (n = 10) of patients intensified to corticosteroids for second-line therapy, and 29% (n = 4) intensified to IL-1 pathway inhibition. After rilonacept approval, the proportion of patients intensifying to second-line IL-1 pathway inhibition increased to 64% by 2023 (n = 27; rilonacept: 57%, anakinra: 7%), whereas the proportion of patients intensifying to corticosteroids decreased to 33% (n = 14), P = 0.02. Approximately 59% (n = 35) of second-line corticosteroid initiators later transitioned to IL-1 pathway inhibition. In patients starting second-line IL-1 pathway inhibition, 5% (n = 3, rilonacept) and 25% (n = 4, anakinra) subsequently used corticosteroids for >30 days. CONCLUSIONS: In RESONANCE, IL-1 pathway inhibition increasingly replaced corticosteroids as second-line therapy. Most patients starting corticosteroids transitioned to IL-1 pathway inhibition; few transitioned from second-line IL-1 pathway inhibition to long-term corticosteroids. These findings may inform treatment algorithms and patient-provider decision-making.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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) | 0.000 | 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 teacher head, 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".