Different Models, Same Results: Considerations When Choosing Between Approaches to Model Cost Effectiveness of Chimeric-Antigen Receptor T-Cell Therapy Versus Standard of Care.

IF 4.4 3区 医学 Q1 ECONOMICS PharmacoEconomics Pub Date : 2024-12-01 Epub Date: 2024-09-07 DOI:10.1007/s40273-024-01430-7
Amy Gye, Richard De Abreu Lourenco, Stephen Goodall
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Abstract

Objective: Chimeric antigen-receptor T-cell therapy (CAR-T) is characterised by early phase data at the time of registration, high upfront cost and a complex manufacturing and administration process compared with standard therapies. Our objective was to compare the performance of different models to assess the cost effectiveness of CAR-T using a state-transition model (STM), partitioned survival model (PSM) and discrete event simulation (DES).

Methods: Individual data for tisagenlecleucel for the treatment of young patients with acute lymphoblastic leukaemia (ALL) were used to populate the models. Costs and benefits were measured over a lifetime to generate a cost per quality-adjusted life-year (QALY). Model performance was compared quantitatively on the outcomes generated and a checklist developed summarising the components captured by each model type relevant to assessing cost effectiveness of CAR-T.

Results: Models generated similar results with base-case analyses ranging from an incremental cost per QALY of $96,074-$99,625. DES was the only model to specifically capture CAR-T wait time, demonstrating a substantial loss of benefit of CAR-T with increased wait time.

Conclusion: Although model type did not meaningfully impact base-case results, the ability to incorporate an outcome-based payment arrangement (OBA) and wait time are important elements to consider when selecting a model for CAR-T. DES provided greater flexibility compared with STM and PSM approaches to deal with the complex manufacturing and administration process that can lead to extended wait times and substantially reduce the benefit of CAR-T. This is an important consideration when selecting a model type for CAR-T, so major drivers of uncertainty are considered in funding decisions.

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不同的模型,相同的结果:选择不同方法建立嵌合抗原受体 T 细胞疗法与标准疗法的成本效益模型时的考虑因素》。
目的:嵌合抗原受体 T 细胞疗法(CAR-T与标准疗法相比,嵌合抗原受体 T 细胞疗法(CAR-T)的特点是注册时的早期阶段数据、高昂的前期成本以及复杂的生产和管理过程。我们的目标是比较不同模型的性能,使用状态转换模型(STM)、分区生存模型(PSM)和离散事件模拟(DES)评估 CAR-T 的成本效益:方法:使用治疗年轻急性淋巴细胞白血病(ALL)患者的替沙格列喹的个体数据填充模型。对患者一生的成本和收益进行了测算,以得出每质量调整生命年(QALY)的成本。根据生成的结果对模型性能进行定量比较,并制定了一份清单,总结了每种模型类型所包含的与评估 CAR-T 成本效益相关的组成部分:各模型得出的结果相似,基础案例分析的每 QALY 增量成本为 96,074 美元至 99,625 美元不等。DES是唯一一个专门捕捉CAR-T等待时间的模型,表明随着等待时间的延长,CAR-T的收益会大幅减少:尽管模型类型对基础案例结果没有重大影响,但在选择 CAR-T 模型时,纳入基于结果的支付安排 (OBA) 和等待时间的能力是需要考虑的重要因素。与 STM 和 PSM 方法相比,DES 提供了更大的灵活性,以应对复杂的生产和管理流程,而这些流程可能导致等待时间延长,并大大降低 CAR-T 的收益。在为 CAR-T 选择模型类型时,这是一个重要的考虑因素,因此在资金决策中要考虑到不确定性的主要驱动因素。
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来源期刊
PharmacoEconomics
PharmacoEconomics 医学-药学
CiteScore
8.10
自引率
9.10%
发文量
85
审稿时长
6-12 weeks
期刊介绍: PharmacoEconomics is the benchmark journal for peer-reviewed, authoritative and practical articles on the application of pharmacoeconomics and quality-of-life assessment to optimum drug therapy and health outcomes. An invaluable source of applied pharmacoeconomic original research and educational material for the healthcare decision maker. PharmacoEconomics is dedicated to the clear communication of complex pharmacoeconomic issues related to patient care and drug utilization. PharmacoEconomics offers a range of additional features designed to increase the visibility, readership and educational value of the journal’s content. Each article is accompanied by a Key Points summary, giving a time-efficient overview of the content to a wide readership. Articles may be accompanied by plain language summaries to assist readers who have some knowledge of, but not in-depth expertise in, the area to understand the scientific content and overall implications of the article.
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