应对评估肿瘤诊断疗法经济价值的挑战:以 Pembrolizumab 的成本效益分析为例。

IF 4.9 2区 医学 Q1 ECONOMICS Value in Health Pub Date : 2024-07-01 DOI:10.1016/j.jval.2024.03.010
Yilin Chen PhD , Peter Martin BPharm , Lurdes Y.T. Inoue PhD , Anirban Basu PhD , Josh J. Carlson PhD
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引用次数: 0

摘要

目的:鉴于治疗效果的潜在变异性、样本量较小的试验、不同的护理标准(SoC)以及缺乏来自单臂篮子试验的比较数据,评估肿瘤诊断疗法(TAD)的价值具有挑战性。我们的研究开发并应用了新方法来评估pembrolizumab与SoC相比的价值,为覆盖决策提供信息:我们开发了一个分区生存模型,从美国商业支付方的角度评估了pembrolizumab治疗8种晚期或转移性MSI-H/dMMR癌症患者的成本效用。pembrolizumab的疗效直接基于试验数据,或使用贝叶斯层次模型(BHM)进行调整。从 TriNetX 电子健康记录数据库中构建了八个基于化疗的外部对照组。应用了肿瘤特异性健康状态效用值。所有成本均调整为 2022 年美元:在终生范围内,与化疗相比,pembrolizumab 在结直肠癌(QALYs:+0.64,LYs:+0.64)、子宫内膜癌(QALYs:+3.79,LYs:+5.47)和小肠癌症(QALYs:+1.73,LYs:+2.48),但转移性胃癌、胆管癌、胰腺癌、卵巢癌和脑癌患者则不适用。不同肿瘤类型的增量成本效益比(ICER)差异很大。研究发现,与SoC化疗相比,Pembrolizumab治疗结直肠癌和子宫内膜癌具有成本效益(ICER分别为121,967美元和139,257美元),而在150,000美元的支付意愿/QALY阈值下,Pembrolizumab治疗其他评估癌症不具有成本效益:TADs的成本效益会因癌症而异。结论:TADs 的成本效益会因癌症而异。使用外部对照和 BHMs 等分析工具可以解决在评估 TADs 价值时遇到的几个难题以及一揽子试验的不确定性。
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Tackling Challenges in Assessing the Economic Value of Tumor-Agnostic Therapies: A Cost-Effectiveness Analysis of Pembrolizumab as a Case Study

Objectives

Assessing the value of tumor-agnostic drugs (TAD) is challenging given the potential variability in treatment effects, trials with small sample sizes, different standards of care (SoC), and lack of comparative data from single-arm basket trials. Our study developed and applied novel methods to assess the value of pembrolizumab compared with SoC to inform coverage decisions.

Methods

We developed a partitioned survival model to evaluate the cost-utility of pembrolizumab for previously treated patients with 8 advanced or metastatic microsatellite instability-high or mismatch repair-deficient cancers from a US commercial payer perspective. Efficacy of pembrolizumab was based on data from trials directly or with adjustment using Bayesian hierarchical models. Eight chemotherapy-based external control arms were constructed from the TriNetX electronic health record databases. Tumor-specific health-state utility values were applied. All costs were adjusted to 2022 US dollars.

Results

At a lifetime horizon, pembrolizumab was associated with increased effectiveness compared with chemotherapies in colorectal (quality-adjusted life years [QALYs]: +0.64, life years [LYs]: +0.64), endometrial (QALYs: +3.79, LYs: +5.47), and small intestine cancers (QALYs: +1.73, LYs: +2.48), but not for patients with metastatic gastric, cholangiocarcinoma, pancreatic, ovarian, and brain cancers. Incremental cost-effectiveness ratios varied substantially across tumor types. Pembrolizumab was found to be cost-effective in treating colorectal and endometrial cancers (incremental cost-effectiveness ratios: $121 967 and $139 257, respectively), and not cost-effective for other assessed cancers at a $150 000 willingness-to-pay/QALY threshold, compared with SoC chemotherapies.

Conclusions

The cost-effectiveness of TADs can vary by cancers. Using analytic tools such as external controls and Bayesian hierarchical models can tackle several challenges in assessing the value of TADs and uncertainties from basket trials.

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来源期刊
Value in Health
Value in Health 医学-卫生保健
CiteScore
6.90
自引率
6.70%
发文量
3064
审稿时长
3-8 weeks
期刊介绍: Value in Health contains original research articles for pharmacoeconomics, health economics, and outcomes research (clinical, economic, and patient-reported outcomes/preference-based research), as well as conceptual and health policy articles that provide valuable information for health care decision-makers as well as the research community. As the official journal of ISPOR, Value in Health provides a forum for researchers, as well as health care decision-makers to translate outcomes research into health care decisions.
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