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亨廷顿舞蹈症的长期健康结局及未来疾病修饰治疗的影响:一项决策模型分析

Long-Term Health Outcomes of Huntington Disease and the Impact of Future Disease-Modifying Treatments: A Decision-Modeling Analysis.

作者信息

Guzauskas Gregory F, Tabrizi Sarah J, Long Jeffrey D, Arnesen Astri, Hamilton Jamie L, Claassen Daniel O, Munetsi Lorraine R, Malik Shahid, Rodríguez-Santana Idaira, Ali Talaha M, Zhang Frank

机构信息

The Comparative Health Outcomes (GFG), Policy, and Economics Institute, Department of Pharmacy, University of Washington, Seattle, WA and HCD Economics, Daresbury; Huntington's Disease Centre (GFG, LRM, SM, IRS), UCL Queen Square Institute of Neurology, London, United Kingdom; The University of Iowa Health Care (SJT), Iowa City, IA; European Huntington Association (JDL), Moerbeke Waas, Belgium; Clinical Department (AA), CHDI Management/CHDI Foundation, Princeton, NJ; Department of Neurology (JLH), Vanderbilt University Medical Center, Nashville, TN; HCD Economics (DOC), Daresbury, United Kingdom; and uniQure Inc. (TMA, FZ), Lexington, MA.

出版信息

Neurol Clin Pract. 2024 Oct;14(5):e200340. doi: 10.1212/CPJ.0000000000200340. Epub 2024 Aug 15.

Abstract

BACKGROUND AND OBJECTIVES

Disease-modifying treatments (DMTs) such as gene therapy are currently under investigation as a potential treatment for Huntington disease (HD). Our objective was to estimate the long-term natural history of HD progression and explore the potential efficacy impacts and value of a hypothetical DMT using a decision-analytic modeling framework.

METHODS

We developed a health state transition model that separately analyzed 40-year-old individuals with prefunctional decline (PFD, HD Integrated Staging System [HD-ISS] stage <3, total functional score [TFC] 13), active functional decline Shoulson and Fahn category 1 (SF1, HD-ISS stage 3, TFC 13-11), and SF2 (HD-ISS stage 3, TFC 10-7). Three-year outcomes from the TRACK-HD longitudinal study were linearly extrapolated to estimate the long-term health outcomes and costs of each population. For PFD individuals, we used the HD-ISS to predict the onset of functional decline. HD costs and quality-adjusted life years (QALYs) were estimated over a lifetime horizon by applying health state-specific costs and utilities derived from a related HD burden-of-illness study. We then estimated the long-term health impacts of hypothetical DMTs that slowed or delayed onset of functional decline. We conducted sensitivity analyses to assess model uncertainties.

RESULTS

The expected life years for 40-year-old PFD, SF1, and SF2 populations were 20.46 (95% credible range [CR]: 19.05-22.30), 13.93 (10.82-19.08), and 10.99 (8.28-22.07), respectively. The expected QALYs for PFD, SF1, and SF2 populations were 15.93 (14.91-17.44), 8.29 (6.36-11.79), and 5.79 (4.14-12.91), respectively. The lifetime costs of HD were $508,200 ($310,300 to $803,700) for the PFD population, $1.15 million ($684,500 to $1.89 million) for SF1 individuals, and $1.07 million ($571,700 to $2.26 million) for SF2 individuals. Although hypothetical DMTs led to cost savings in the PFD population by delaying the cost burdens of functional decline, they increased costs in SF1 and SF2 populations by prolonging time spent in expensive progressive HD states.

DISCUSSION

Our novel HD-modeling framework estimates HD progression over a lifetime and the associated costs and QALYs. Our approach can be used for future cost-effectiveness models as positive DMT clinical trial evidence becomes available.

摘要

背景与目的

基因治疗等疾病修饰疗法(DMTs)目前正作为亨廷顿舞蹈症(HD)的潜在治疗方法进行研究。我们的目标是使用决策分析建模框架来估计HD进展的长期自然史,并探索一种假设的DMT的潜在疗效影响和价值。

方法

我们开发了一个健康状态转换模型,分别分析了40岁且有功能减退前期(PFD,HD综合分期系统[HD-ISS]阶段<3,总功能评分[TFC] 13)、有功能减退活动期Shoulson和Fahn分类1(SF1,HD-ISS阶段3,TFC 13 - 11)以及SF2(HD-ISS阶段3,TFC 10 - 7)的个体。将TRACK-HD纵向研究的三年结果进行线性外推,以估计每组人群的长期健康结果和成本。对于PFD个体,我们使用HD-ISS来预测功能减退的发作。通过应用从一项相关的HD疾病负担研究中得出的特定健康状态成本和效用,在整个生命周期内估计HD成本和质量调整生命年(QALYs)。然后,我们估计了减缓或延迟功能减退发作的假设DMT的长期健康影响。我们进行了敏感性分析以评估模型的不确定性。

结果

40岁的PFD、SF1和SF2人群的预期寿命分别为20.46(95%可信区间[CR]:19.05 - 22.30)、13.93(10.82 - 19.08)和10.99(8.28 - 22.07)。PFD、SF1和SF2人群的预期QALYs分别为15.93(14.91 - 17.44)、8.29(6.36 - 11.79)和5.79(4.14 - 12.91)。PFD人群HD的终身成本为508,200美元(310,300美元至803,700美元),SF1个体为115万美元(684,500美元至189万美元),SF2个体为107万美元(571,700美元至226万美元)。虽然假设的DMT通过延迟功能减退的成本负担在PFD人群中节省了成本,但它们通过延长在昂贵的进行性HD状态下花费的时间,增加了SF1和SF2人群的成本。

讨论

我们新颖的HD建模框架估计了HD在整个生命周期内的进展以及相关成本和QALYs。随着DMT阳性临床试验证据的出现,我们的方法可用于未来的成本效益模型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0370/11332983/2ce2a657110a/CPJ-2023-000515f1.jpg

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