P317 Ustekinumab Trough Concentrations Associated with Biochemical Outcomes in Patients with Crohn’s Disease
Notice bibliographique
Résumé
Abstract Background Ustekinumab (UST) is a monoclonal antibody which binds to the p40 subunit of interleukins-12/23 and is an effective and safe treatment for patients with Crohn’s disease (CD). An association between serum drug concentrations and therapeutic outcomes is required to justify Therapeutic Drug Monitoring (TDM). However, it is currently unknown if TDM is of additional value in UST treatment. We assessed the exposure-biochemical response relationship of UST trough concentrations at week, 8 in a prospective, real-world setting. Methods We performed a prospective study in CD patients with biochemical, radiologic or endoscopic disease activity in four academic centers in the Netherlands. All patients (n=90) received weight adjusted intravenously (IV) UST induction. First subcutaneous (SC), 90 mg induction dose was administered at week, 8 followed by a maintenance dose of, 90 mg SC every, 8 or, 12 weeks, at the discretion of the physician. Blood for drug levels were drawn at different time points during follow up (median follow up was, 52 weeks (IQR, 50–52)) with a median amount of, 2 measurements (IQR, 1–4) per patient. Plasma concentrations of UST were determined by means of a validated enzyme-linked immune assay. A population pharmacokinetic (PK) model was developed based on these measurements and the UST FDA review documents. Subsequently, the individual UST concentration time course during treatment were predicted using the developed model. Corticosteroid-free clinical remission (HBI ≤, 4) and biochemical remission (C-reactive protein (CRP) ≤5 mg/L or faecal calprotectin (FC) ≤, 250) were assessed at week, 12 and, 24. Quartile analysis and logistic regression was performed to analyse if UST concentration at week, 8 was associated with biochemical remission rates at week, 24. An independent cohort of, 34 patients was used to validate the primary outcomes. Results Basis characteristics of all patients are shown in table 1. Median estimated trough concentrations of UST were, 4.23 µg/mL (IQR, 2.79–5.83) and, 7.19 µg/mL (IQR, 3.30–10.67) at week, 8 in the primary and validation cohort respectively. Patients achieving biochemical remission at week, 12 and, 24 had statistically significantly higher UST levels at week, 8 (P<0.01) compared to patients without biochemical remission (fig, 1). Also, higher UST levels at week, 8 were associated with better biochemical remission rates at week, 12 and, 24 in quartile analysis and logistic regression (fig, 2,3). Associations of UST levels at week, 8 and biochemical remission at week, 12 and, 24 were confirmed in the validation cohort. No UST antibodies were detected. Conclusion In this real-world cohort of CD patients, ustekinumab levels of ≥5.9 µg/mL at week, 8 were associated with higher biochemical remission rates at week, 12 and, 24.
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 | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| 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 ».