Proposed method for economic evaluation based on basket trials: a case study of pembrolizumab.

IF 1.5 4区 医学 Q3 HEALTH CARE SCIENCES & SERVICES
Marzieh Nosrati, Hossein Vatankhah, Mahdi Asfia, Mohammad Hossein Sharifnia, Farhad Shahi, Mandana Hasanzad, Akbar Abdollahi Asl, Mohammad Abdollahi, Shekoufeh Nikfar
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引用次数: 0

Abstract

Background: Precision medicine's emphasis on genetic profiles rather than diseases has reshaped oncology trials, prioritizing biomarker-specific approaches named basket trials. They involve heterogeneous populations, necessitating new economic evaluation methods, as traditional approaches fail to capture this diversity. This study introduced a methodology for economic evaluations based on basket trials, exemplified through pembrolizumab's cost-effectiveness analysis using Keynote-158 data as a case study and compared the results to disease-specific methods.

Research design and methods: A regression-based approach was developed to aggregate costs and QALYs and calculate transition probabilities for economic evaluations in populations sharing a biomarker and various cancers. The proposed method involved five steps: designing a general model, selecting comparator arms, comparing Kaplan-Meier curves and conducting network analysis to evaluate treatment responses, calculating disease-specific coefficients to aggregate QALYs, and aggregating costs using weighted averages.

Result: All the steps have been followed for conducting cost-effectiveness of Pembrolizumab in patients with dMMR/MSI-H biomarker. The results revealed significant differences in ICERs calculated by the proposed method versus disease-specific evaluations.

Conclusion: This study introduces a biomarker-focused model for estimating ICERs across diverse diseases, enabling informed decision-making in healthcare resource allocation. Further research is recommended to broaden the model's applicability and address additional population heterogeneity factors.

基于篮子试验的拟议经济评估方法:派姆单抗的案例研究。
背景:精准医学强调基因谱而不是疾病重塑了肿瘤试验,优先考虑生物标志物特异性方法,称为篮子试验。它们涉及异质人口,因此需要新的经济评估方法,因为传统方法无法捕捉到这种多样性。本研究引入了一种基于篮子试验的经济评估方法,以派姆单抗的成本效益分析为例,使用Keynote-158数据作为案例研究,并将结果与疾病特异性方法进行比较。研究设计和方法:开发了一种基于回归的方法来汇总成本和质量年,并计算在共享生物标志物和各种癌症的人群中进行经济评估的转移概率。提出的方法包括五个步骤:设计一般模型,选择比较臂,比较Kaplan-Meier曲线并进行网络分析以评估治疗反应,计算疾病特异性系数以汇总qaly,以及使用加权平均值汇总成本。结果:在dMMR/MSI-H生物标志物患者中进行派姆单抗的成本-效果的所有步骤都遵循。结果显示,采用该方法计算的ICERs与疾病特异性评估的ICERs存在显著差异。结论:本研究引入了一个以生物标志物为中心的模型,用于估计不同疾病的ICERs,从而实现医疗资源分配的知情决策。建议进一步研究以扩大模型的适用性并解决其他群体异质性因素。
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来源期刊
Expert Review of Pharmacoeconomics & Outcomes Research
Expert Review of Pharmacoeconomics & Outcomes Research HEALTH CARE SCIENCES & SERVICES-PHARMACOLOGY & PHARMACY
CiteScore
4.00
自引率
4.30%
发文量
68
审稿时长
6-12 weeks
期刊介绍: Expert Review of Pharmacoeconomics & Outcomes Research (ISSN 1473-7167) provides expert reviews on cost-benefit and pharmacoeconomic issues relating to the clinical use of drugs and therapeutic approaches. Coverage includes pharmacoeconomics and quality-of-life research, therapeutic outcomes, evidence-based medicine and cost-benefit research. All articles are subject to rigorous peer-review. The journal adopts the unique Expert Review article format, offering a complete overview of current thinking in a key technology area, research or clinical practice, augmented by the following sections: Expert Opinion – a personal view of the data presented in the article, a discussion on the developments that are likely to be important in the future, and the avenues of research likely to become exciting as further studies yield more detailed results Article Highlights – an executive summary of the author’s most critical points.
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