The Economic Impact of Treatment Sequencing in the Management of Chronic Lymphocytic Leukemia in Canada Using Venetoclax Plus Obinutuzumab
Notice bibliographique
Résumé
Introduction: In the management of patients with chronic lymphocytic leukemia (CLL), oral targeted therapies (OTT) represent a significant advancement. However, for most Canadian public and private payers, their high cost raises concerns about financial impact & affordability. In part, this burden is associated with new expensive OTT that are used on a continuous basis until disease progression or unacceptable toxicity. The introduction of venetoclax-based combinations administered for a fixed duration offers new options for CLL patients with the potential to achieve long remission with manageable side effects for a limited period, and most importantly time off therapy. From a Canadian healthcare system perspective, fixed treatment duration would have the potential to offer better budget predictability and reduced costs. Venetoclax in combination with obinutuzumab (VO) is a fixed duration treatment (12 months) recently approved in Canada, with the potential to reduce the cost burden of treating CLL. The primary objective of this project was to estimate the total cumulative cost per patient of different treatment sequences for adults with CLL, considering first line (1L) and subsequent treatments, over a 10-year time horizon, from a Canadian healthcare system perspective. A secondary objective was to evaluate the economic impact of introducing sequences of treatment with VO in 1L, compared to other sequences of treatment without VO. Methods: A 10-year partitioned survival model was developed to assess the economic impact of different treatment sequences in CLL. Five health states were included: 1L, second line (2L), third line (3L), supportive care and death. The total number of treatment sequences considered was limited to 100. Key clinical parameters, including progression-free survival and overall survival data, were extracted from pivotal clinical trials of each selected treatment. Analyses were conducted from a Canadian health-care system perspective; accordingly, only direct medical costs were considered, including treatment acquisition costs, administration costs, follow-up and monitoring costs, cost of tumour lysis syndrome prophylaxis, cost of adverse events as well as cost of supportive care. All results were stratified by TP53 aberration. Results: Total 10-year cumulative costs of treatment sequences starting with each 1L treatment are summarized in Table 1. Overall, treatment sequences starting with VO had lower 10-year cumulative costs compared to sequences starting with other novel agents (i.e., ibrutinib [IBRU] or acalabrutinib [ACAL]). Among patients without TP53 aberration, cumulative costs per patient of sequences starting with VO ranged from $327,574 to $418,213, whereas sequences starting with IBRU or ACAL monotherapy ranged from $772,127 to $930,700 [Figure 1]. Similarly, in adults with TP53 aberration, cumulative costs per patient of sequences starting with VO ranged from $500,639 to $536,507, and sequences starting with IBRU or ACAL monotherapy ranged from $770,737 to $862,554. Cumulative costs for treatment sequences were largely determined by the first two lines of treatment. When comparing treatment sequences with the same 1L therapy, sequences with continuous novel therapies in 2L (e.g., ACAL monotherapy) resulted in higher costs compared to sequences with fixed duration (e.g., venetoclax in combination with rituximab). For patients without TP53 aberration, the economic impact of treating all patients with VO led to savings of $169,341 per patient, over 10 years compared to any other 1L treatment, for the Canadian healthcare system. Savings over 10 years were even higher ($293,731) for patients with TP53 aberration. Although TP53 patients are preferably treated with expensive continuous OTT, VO, a fixed duration OTT, also demonstrates a clear and indisputable therapeutic value in this patient population, with a progression-free survival of 40.6% at 60 months; therefore, making VO available to all patients considerably increases cost savings. Conclusions: Treatment sequences starting with VO regimen in 1L resulted in lower costs compared to sequences starting with other novel agents administered until disease progression. These savings are mainly due to substantial reductions in treatment costs associated with a fixed treatment duration. Figure 1View largeDownload PPTFigure 1View largeDownload PPT Close modal
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 | 0,004 | 0,008 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,001 | 0,002 |
| Bibliométrie | 0,001 | 0,002 |
| Études des sciences et des technologies | 0,001 | 0,001 |
| Communication savante | 0,003 | 0,001 |
| Science ouverte | 0,002 | 0,002 |
| Intégrité de la recherche | 0,001 | 0,002 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,003 | 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 ».