Health State Utility Valuation in Patients with Triple-Class-Exposed Relapsed and Refractory Multiple Myeloma Treated with the Bcma-Directed CAR T Cell Therapy, Idecabtagene Vicleucel (ide-cel, bb2121): Results from the Karmma Trial
Notice bibliographique
Résumé
Introduction: Idecabtagene vicleucel (ide-cel, bb2121) is a B-cell maturation antigen-directed chimeric antigen receptor (CAR) T cell therapy under investigation in the KarMMa trial as a treatment for patients with relapsed and refractory multiple myeloma (RRMM) who are triple-class exposed to immunomodulatory drugs, proteasome inhibitors, and anti-CD38 antibodies. In the phase 2 KarMMa trial, ide-cel demonstrated a favorable benefit-risk profile in this patient population (Munshi NC, et al. J Clin Oncol 2020;38:8503). Ide-cel also demonstrated clinically meaningful improvements in the key health-related quality of life (HRQoL) symptoms associated with MM (Delforge M, et al. HemaSphere 2020;4:EP1000). Translating HRQoL data to health state utility values (HSUVs)/HRQoL weights is key to understanding the HRQoL impact of a treatment in relation to that of a healthy general population and is an important consideration in clinical decision making and health technology assessments. HSUVs are scored between 0 and 1, where 0 is death and 1 is perfect health. In the general population, individuals of a similar age range to patients with MM have HSUV scores of 0.83 in the USA, 0.80 in the UK, and 0.84 in Canada (Guertin JR, et al. CMAJ 2018;190:E155-161; Janssen MF, et al. Eur J Health Econ 2019;20:205-216). This analysis aimed to determine HSUVs for patients treated in the KarMMa study according to their progression status. Methods: HRQoL assessment in the KarMMa study (NCT03361748) included the European Quality of Life-5 dimensions 5 levels (EQ-5D-5L) health state classifier performed at specified time points: prior to receiving lymphodepleting chemotherapy (baseline), day of infusion (Day 1), Months 1, 2, 3, 6, 9, 12, and 15, inclusive of disease progression/relapse or complete remission. Using US, UK, and Canadian weights, HSUVs were estimated for the KarMMa trial at an aggregate level. A longitudinal mixed-effects model was used with health state as a fixed effect, and a random intercept term. Three models were run using different health states. Model 1 considered 3 health states: baseline, pre-progression, and post-progression. In Model 2, the pre-progression health state was split into 2 time periods: Day 1 to the end of Month 1, and Month 2 onward. In Model 3, 2 pre-progression health states were defined based on the quality of response to treatment, thus capturing the difference in HRQoL for patients achieving at least a very good partial response (≥ VGPR) or patients who did not achieve a VGPR (< VGPR). Results: The HSUVs derived from the 3 different models using US, UK, and Canadian tariffs are summarized (Table). In all 3 models, patients in the pre-progression state experienced an increase in HRQoL from baseline. In Model 1, the increment ranged from +0.05 to +0.08. On progression, patients experienced a decrement (−0.01 to −0.03), but their HSUV remained above the baseline value by +0.04 to +0.05, indicating that ide-cel treatment was associated with an improvement in HRQoL, with some of the benefit remaining even upon disease progression. When HSUV in the pre-progression state was analyzed in Model 2 at Month 1 and then Month 2 onward, patients also experienced an increase in their HRQoL from baseline. While this increase was small in Month 1 (+0.02 to +0.04), the subsequent increase from baseline (i.e. from Month 2 onward) was more pronounced (+0.07 to +0.10) reflecting the benefits of a one-off administration of ide-cel and the associated treatment-free interval. A further analysis of the pre-progression HSUV by the quality of response in Model 3 showed that patients who achieved ≥ VGPR had a greater improvement in HRQoL (+0.08 to +0.11) than patients who achieved < VGPR. Both response levels were associated with an improvement in HRQoL compared with baseline, with HRQoL for patients achieving ≥ VGPR approaching that of the general population (Figure). Conclusions: Results of this analysis indicate that ide-cel provides clinically meaningful improvements in HRQoL for patients with triple-class-exposed RRMM. The benefit is particularly marked in patients who achieve ≥ VGPR, in whom HRQoL approaches that of the general population. Disclosures Delforge: Janssen: Honoraria, Research Funding; BMS: Honoraria, Research Funding; Takeda: Honoraria; Amgen: Honoraria. Shah:BMS, Janssen, Bluebird Bio, Sutro Biopharma, Teneobio, Poseida, Nektar: Research Funding; GSK, Amgen, Indapta Therapeutics, Sanofi, BMS, CareDx, Kite, Karyopharm: Consultancy. Rodriguez-Otero:Celgene-BMS: Consultancy, Honoraria; Mundipharma: Research Funding; Janssen, BMS: Other: Travel, accommodations, expenses; BMS, Janssen, Amgen: Honoraria; Janssen, BMS, AbbVie, Sanofi, GSK, Oncopeptides, Kite, Amgen: Consultancy, Honoraria. Hari:Amgen: Consultancy; GSK: Consultancy; Janssen: Consultancy; BMS: Consultancy; Incyte Corporation: Consultancy; Takeda: Consultancy. Braverman:Bristol Myers Squibb: Current Employment, Current equity holder in publicly-traded company. Trigg:Adelphi Values: Current Employment. Patel:BMS: Current Employment. Huang:BMS: Current Employment, Current equity holder in publicly-traded company. Hege:Arcus Biosciences: Divested equity in a private or publicly-traded company in the past 24 months; Mersana Therapeutics: Current equity holder in publicly-traded company, Membership on an entity's Board of Directors or advisory committees; BMS: Current Employment, Current equity holder in publicly-traded company, Other: Travel, accommodations, expenses, Patents & Royalties: Numerous, Research Funding. Dhanasiri:BMS: Current Employment, Current equity holder in publicly-traded company.
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 | 0,002 | 0,003 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,000 | 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) | 0,002 | 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 ».