Baseline disease characteristics by surgery history among patients with chronic rhinosinusitis with nasal polyps (CRSwNP) in the global AROMA registry
Notice bibliographique
Résumé
PURPOSE: The global Assessing long-teRm Outcomes in dupiluMAb (AROMA) registry study aims to characterize the long-term, real-world use of dupilumab in patients with chronic rhinosinusitis with nasal polyps (CRSwNP). This paper reports interim analysis of the baseline characteristics for the first 303 patients enrolled in AROMA. METHODS AND MATERIALS: AROMA is currently ongoing in adult patients with CRSwNP who initiated dupilumab for up to 36 months. This interim analysis describes baseline demographics; systemic/oral corticosteroid (SCS/OCS) and antibiotic use; disease burden; healthcare resource utilization; and medical history. All outcomes are summarized descriptively. RESULTS: As of February 2023, AROMA had enrolled 303 patients; 61.7 % had ≥1 prior surgery and 38.3 % were surgery naive. Disease burden at baseline was greatest among patients with prior surgery vs the surgery-naive group: 72.2 % vs 62.9 % had used SCS/OCS, mean University of Pennsylvania Smell Identification Test scores were 10.9 vs 19.2, 31.0 % vs 27.6 % of patients reported severe symptoms, and 47.6 %/16.6 % vs 39.7 %/16.4 % of patients were classified as having severe/very severe disease according to global physician assessment scores. Otolaryngologist/ear, nose, throat and allergist/immunologist were the most common specialties seen regularly by CRSwNP patients (52.8 % and 48.2 %, respectively) and surgery-naive patients were more likely to have visited an allergist than those with prior surgery (66.4 % vs 36.9 %). CONCLUSIONS: Patients with CRSwNP in AROMA show considerable disease burden at baseline prior to treatment. Those with prior surgery had worse olfaction and an overall worse burden of disease. PLAIN LANGUAGE SUMMARY: Chronic rhinosinusitis with nasal polyps (CRSwNP) is a condition characterized by at least 12 weeks of symptoms such as nasal congestion and loss of smell, along with the presence of nasal polyps. Treatment for CRSwNP includes intranasal steroids, but if these cannot control disease, systemic steroids or sinus surgery may be required. Systemic steroids have known side effects and only provide temporary symptom improvement. Following surgery, patients may experience both symptom and polyp recurrence. Dupilumab is a monoclonal antibody that is approved for the treatment of inadequately controlled CRSwNP and can improve disease symptoms such as nasal congestion and loss of smell. This article presents the initial findings from a large global study called AROMA, which observes patients in real-world medical practice for 3 years after initiating dupilumab for CRSwNP. This analysis compares the characteristics of those in the registry who had and had not undergone prior sinonasal surgery for CRSwNP. In this analysis, patients who had previously undergone surgery to remove nasal polyps were more likely to have used steroids for CRSwNP treatment and were in worse health because of their CRSwNP condition despite having similar severity of symptoms at baseline.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».