A101 USTEKINUMAB LEVELS MEASURED DURING INDUCTION ARE ASSOCIATED WITH CLINICAL AND BIOCHEMICAL OUTCOMES AT WEEK 12 OF TREATMENT IN CROHN’S DISEASE
Notice bibliographique
Résumé
Abstract Background Therapeutic drug monitoring (TDM) helps guide use of anti-TNF drugs in IBD patients. In addition, higher anti-TNF levels during induction therapy have been shown to be associated with better clinical and endoscopic outcomes. The role of TDM for more novel biologics such as ustekinumab (an anti- IL-12/23 antibody used to treat Crohn’s disease) remains to be elucidated. Aims We set out to investigate correlations between ustekinumab drug levels measured during induction with clinical and biochemical outcomes in patients with Crohn’s disease. Methods Patients with Crohn’s disease commencing treatment with ustekinumab were recruited from a single tertiary referral centre. Standard weight-based induction dosing was used. TDM was performed at week 2 and week 6 following IV induction dose. A drug-tolerant assay (Prometheus) was used. Kruskal-Wallis test was used to examine association between induction dose and ustekinumab levels. CDAI, CRP, and faecal calprotectin (FCP) were measured at week 12. Pearson correlation co-efficient was used to assess the relationship between ustekinumab levels and i)CDAI ii)CRP and iii)FCP at week 12. Results A total of 38 ustekinumab levels in 21 patients were measured. Week 2 ustekinumab levels were available for 17 patients, 16 (94.1%) of whom had levels of greater or equal to 25μg/mL. (1 patient had a level of 19.5μg/mL.) Week 6 ustekinumab levels were available for 21 patients; median 15μg/mL (IQR 9.9–21.3). No patients had detectable antibodies to ustekinumab. There was no significant association between absolute induction dose and week 6 ustekinumab levels; p=0.46. Of the 21 patients with week 6 levels, CDAI, CRP and FCP were available for 18, 18 and 16 patients respectively; Median CDAI 103(IQR 42–249), median CRP 2.3mg/L(IQR 1.0–11.3), median FCP 269μg/g(IQR109-932). There was a significant negative correlation between week 6 ustekinumab levels and CDAI; r=-.609, p=0.007. A negative correlation between week 6 ustekinumab levels and FCP was also significant; r=-.526, p=0.037. There was no significant correlation between week 6 ustekinumab levels and CRP; r=-.259, p=0.298. Conclusions We have demonstrated inter-patient variation in drug pharmacokinetics at week 6 following induction dose of ustekinumab in patients with Crohn’s disease. Drug levels at week 6 are significantly associated with clinical and biochemical markers of disease activity (CDAI, faecal calprotectin) at week 12. Measurement of week 6 ustekinumab levels may aid early identification of patients at risk of primary non-response to ustekinumab. Funding Agencies Testing provided by Prometheus
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 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 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 ».