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用于早期阿尔茨海默病治疗健康技术评估的新型IPECAD开源模型框架:开发与应用案例

New IPECAD Open-Source Model Framework for the Health Technology Assessment of Early Alzheimer's Disease Treatment: Development and Use Cases.

作者信息

Handels Ron, Herring William L, Grimm Sabine, Sköldunger Anders, Winblad Bengt, Wimo Anders, Jönsson Linus

机构信息

Alzheimer Center Limburg, Faculty of Health Medicine and Life Sciences, Mental Health and Neuroscience Research Institute, Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, The Netherlands; Division of Neurogeriatrics, Department of Neurobiology Care Sciences and Society Karolinska Institutet BioClinicum J9:20, Solna, Sweden.

Division of Neurogeriatrics, Department of Neurobiology Care Sciences and Society Karolinska Institutet BioClinicum J9:20, Solna, Sweden; Health Economics, RTI Health Solutions, Research Triangle Park, NC, USA.

出版信息

Value Health. 2025 Apr;28(4):511-518. doi: 10.1016/j.jval.2024.07.009. Epub 2024 Jul 31.

Abstract

OBJECTIVES

Reimbursement decisions for new Alzheimer's disease (AD) treatments are informed by economic evaluations. An open-source model with intuitive structure for model cross-validation can support the transparency and credibility of such evaluations. We describe the new International Pharmaco-Economic Collaboration on Alzheimer's Disease (IPECAD) open-source model framework (version 2) for the health-economic evaluation of early AD treatment and use it for cross-validation and addressing uncertainty.

METHODS

A cohort state-transition model using a categorized composite domain (cognition and function) was developed by replicating an existing reference model and testing it for internal validity. Then, features of existing Institute for Clinical and Economic Review (ICER) and Alzheimer's Disease Archimedes Condition-Event Simulator (AD-ACE) models assessing lecanemab treatment were implemented for model cross-validation. Additional uncertainty scenarios were performed on choice of efficacy outcome from trial, natural disease progression, treatment effect waning and stopping rules, and other methodological choices. The model is available open-source as R code, spreadsheet, and web-based version via https://github.com/ronhandels/IPECAD.

RESULTS

In the IPECAD model incremental life-years, quality-adjusted life-years (QALY) gains and cost savings were 21% to 31% smaller compared with the ICER model and 36% to 56% smaller compared with the AD-ACE model. IPECAD model results were particularly sensitive to assumptions on treatment effect waning and stopping rules and choice of efficacy outcome from trial.

CONCLUSIONS

We demonstrated the ability of a new IPECAD open-source model framework for researchers and decision makers to cross-validate other (Health Technology Assessment submission) models and perform additional uncertainty analyses, setting an example for open science in AD decision modeling and supporting important reimbursement decisions.

摘要

目的

新的阿尔茨海默病(AD)治疗方法的报销决策以经济评估为依据。一个具有直观结构用于模型交叉验证的开源模型可以支持此类评估的透明度和可信度。我们描述了用于早期AD治疗健康经济评估的新的国际阿尔茨海默病药物经济学协作(IPECAD)开源模型框架(版本2),并将其用于交叉验证和处理不确定性。

方法

通过复制现有参考模型并对其进行内部有效性测试,开发了一个使用分类复合领域(认知和功能)的队列状态转换模型。然后,实施现有临床和经济审查研究所(ICER)以及评估lecanemab治疗的阿尔茨海默病阿基米德条件事件模拟器(AD - ACE)模型的特征,以进行模型交叉验证。针对试验中疗效结果的选择、自然疾病进展、治疗效果减弱和停止规则以及其他方法学选择,进行了额外的不确定性情景分析。该模型通过https://github.com/ronhandels/IPECAD以R代码、电子表格和基于网络的版本开源提供。

结果

在IPECAD模型中,与ICER模型相比,增量生命年、质量调整生命年(QALY)增益和成本节省减少了21%至31%,与AD - ACE模型相比减少了36%至56%。IPECAD模型结果对治疗效果减弱和停止规则的假设以及试验中疗效结果的选择特别敏感。

结论

我们展示了新的IPECAD开源模型框架使研究人员和决策者能够对其他(健康技术评估提交)模型进行交叉验证并进行额外的不确定性分析的能力,为AD决策建模中的开放科学树立了榜样,并支持重要的报销决策。

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