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患者对前列腺癌雄激素剥夺治疗属性的偏好:基于潜在类别分析的离散选择实验。

Patient Preferences for Attributes of Androgen Deprivation Therapies in Prostate Cancer: A Discrete Choice Experiment with Latent Class Analysis.

机构信息

Pfizer Inc., New York, NY, USA.

Sumitomo Pharma Switzerland GmbH, Basel, Switzerland.

出版信息

Adv Ther. 2024 Oct;41(10):3934-3950. doi: 10.1007/s12325-024-02955-1. Epub 2024 Aug 21.

Abstract

INTRODUCTION

Medical androgen deprivation therapy (ADT) options have expanded for patients with advanced prostate cancer (PC). Historically, ADT was primarily available in long-acting injectable formulations. In 2020, the first oral formulation was US Food and Drug Administration-approved for adults with advanced PC. This study's aim was to assess patient preferences for attributes of medical ADT, including mode of administration, side effects, impact on sexual interest, and out-of-pocket (OOP) costs, and to segment respondents into distinct groups based on their treatment choice patterns.

METHODS

A cross-sectional survey was conducted among US residents aged > 40 years with PC, employing a discrete choice experiment to assess preferences for ADT attributes. For each choice task, respondents were asked to select the hypothetical treatment profile that they preferred out of two presented. Latent class analysis (LCA) was conducted to estimate attribute-level preference weights and calculate attribute relative importance for groups of respondents with similar treatment preferences.

RESULTS

A total of 304 respondents completed the survey (mean age 64.4 years). LCA identified four preference groups, named according to the attribute each group considered most important: Sexual interest, Cost-sensitive, Favors daily pill, and Favors injection. Most respondents in the Sexual interest group were < 65 years, while the Cost-sensitive group was mostly ≥ 65 years. Favors daily pill had the highest proportion of ADT-naïve individuals. On average, respondents in these groups preferred an oral medication. Favors injection, which had the highest proportion of ADT-experienced individuals, preferred infrequent intramuscular injections, lower chance of post-ADT testosterone recovery, and lower OOP cost.

CONCLUSION

Respondents differed in their preferences regarding ADT attributes, highlighting the need for patient involvement in their treatment decisions. Effective communication between healthcare providers and patients about the benefits and risks of available therapies should be encouraged to ensure that patients receive the PC treatment that best meets their needs.

摘要

简介

对于晚期前列腺癌(PC)患者,医学雄激素剥夺疗法(ADT)的选择有所增加。历史上,ADT 主要以长效注射剂的形式提供。2020 年,第一种口服制剂获得美国食品和药物管理局(FDA)批准,用于治疗晚期 PC 成人患者。本研究旨在评估患者对 ADT 医疗属性的偏好,包括给药方式、副作用、对性兴趣的影响,以及自付费用(OOP),并根据他们的治疗选择模式将受访者分为不同的群体。

方法

对美国年龄>40 岁的 PC 患者进行横断面调查,采用离散选择实验评估 ADT 属性的偏好。对于每个选择任务,要求受访者从两个呈现的假设治疗方案中选择他们更倾向的方案。采用潜在类别分析(LCA)估计属性层面的偏好权重,并计算具有相似治疗偏好的受访者群体的属性相对重要性。

结果

共有 304 名受访者完成了调查(平均年龄 64.4 岁)。LCA 确定了四个偏好群体,根据每个群体认为最重要的属性进行命名:性兴趣、成本敏感、喜欢每日用药和喜欢注射。大多数性兴趣群体的年龄<65 岁,而成本敏感群体的年龄主要≥65 岁。喜欢每日用药的群体中 ADT 初治患者比例最高。这些群体的受访者平均更喜欢口服药物。喜欢注射的群体中 ADT 经验丰富的患者比例最高,他们更倾向于选择不频繁的肌肉注射、ADT 后睾酮恢复的可能性较低,以及 OOP 成本较低。

结论

受访者在 ADT 属性方面存在差异,这突出表明需要患者参与他们的治疗决策。应鼓励医疗保健提供者与患者之间就可用疗法的益处和风险进行有效的沟通,以确保患者接受最符合其需求的 PC 治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f451/11399292/ad37dbfc1670/12325_2024_2955_Fig1_HTML.jpg

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