Preferences for speed of access versus certainty of the survival benefit of new cancer drugs: a discrete choice experiment

Robin Forrest, Mylene Lagarde, Ajay Aggarwal, Huseyin Naci
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Abstract

Background

The extent to which patients with cancer are willing to accept uncertainty about the clinical benefit of new cancer drugs in exchange for faster access is not known. This study aims to examine preferences for access versus certainty, and to understand factors that influence these preferences.

Methods

A US nationally representative sample of older adults were recruited via Cint, an online platform for survey research, to take part in an online discrete choice experiment. To be eligible, respondents had to self-report some experience with cancer—ie, they themselves, a close friend or a family member, previously or currently diagnosed with cancer. In the experiment, respondents chose between two cancer drugs, considering five attributes: functional status, life expectancy, certainty of the survival benefit of a new drug, effect of the drug on a surrogate endpoint, and delay in US Food and Drug Administration (FDA) approval time. The first primary outcome was the relative importance of certainty of survival benefit and wait time to respondents. The second primary outcome was willingness to wait for greater certainty of survival benefit, including subgroup analysis by cancer experience, age, education status, race or ethnicity and income. Secondary outcomes were changes in sensitivity to certainty and wait time, depending on the drug's effect on a surrogate endpoint, respondents' functional status, and life expectancy. The study plan was registered with ClinicalTrials.gov, NCT05936632.

Findings

Between July 7 and July 20, 2023, 998 eligible respondents completed the survey. 870 respondents (461 [53%] male, 406 [47%] female, and three [<1%] other) were included in the final analysis. Respondents showed strong preferences for high certainty of survival benefit (coefficient 2·61, 95% CI 2·23 to 2·99), and strong preferences against a 1-year delay in FDA approval time (coefficient –1·04, 95% CI –1·31 to –0·77). Given very low certainty a drug would provide survival benefit (no evidence linking a surrogate endpoint to overall survival), respondents were willing to wait up to 21·68 months (95% CI 17·61 to 25·74) for high certainty (strong evidence) of survival benefit. A drug's effect on a surrogate endpoint had no significant impact on drug choices (coefficient 0·02, 95% CI –0·21 to 0·25). Older respondents (aged ≥55 years), non-White, lower-income (<$40 000 per year) individuals, and those with the lowest life expectancy, were most sensitive to wait time.

Interpretation

Many cancer drugs approved through the FDA's accelerated approval pathway do not offer any survival benefit to patients. In this study, individuals expressed strong preferences for certainty that a cancer drug would offer survival benefit. Some individuals also expressed a higher willingness to wait for greater certainty than would be necessary to assess the survival benefit (over progression-free survival benefit) of most cancer drugs used in the metastatic setting.

Funding

The London School of Economics and Political Science Phelan United States Centre.
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获取新抗癌药物的速度与生存获益的确定性的偏好:离散选择实验
背景癌症患者在多大程度上愿意接受新抗癌药物临床疗效的不确定性,以换取更快的用药时间,目前尚不清楚。本研究旨在考察患者对可及性与确定性的偏好,并了解影响这些偏好的因素。方法通过在线调查研究平台 Cint 在美国全国范围内招募具有代表性的老年人样本,让他们参加在线离散选择实验。受访者必须自述曾患癌症的经历--即他们本人、亲密朋友或家庭成员以前或现在被诊断出患有癌症。在实验中,受访者在两种抗癌药物中做出选择,同时考虑五个属性:功能状态、预期寿命、新药对生存的确定性、药物对替代终点的影响以及美国食品药品管理局(FDA)审批时间的延迟。第一项主要结果是生存获益的确定性和等待时间对受访者的相对重要性。第二个主要结果是受访者是否愿意为获得更确定的生存获益而等待,包括按癌症经历、年龄、教育状况、种族或民族以及收入进行的亚组分析。次要结果是对确定性的敏感度和等待时间的变化,取决于药物对替代终点的影响、受访者的功能状态和预期寿命。研究计划已在 ClinicalTrials.gov 注册,编号为 NCT05936632。研究结果在 2023 年 7 月 7 日至 7 月 20 日期间,998 名符合条件的受访者完成了调查。870 名受访者(461 名[53%]男性,406 名[47%]女性,3 名[<1%]其他受访者)被纳入最终分析。受访者对生存获益的高确定性表现出强烈的偏好(系数为 2-61,95% CI 为 2-23 至 2-99),并对 FDA 批准时间延迟 1 年表现出强烈的偏好(系数为 -1-04,95% CI 为 -1-31 至 -0-77)。鉴于药物能带来生存获益的确定性很低(没有证据表明代用终点与总生存期有关),受访者愿意等待 21-68 个月(95% CI 17-61 到 25-74)以获得高确定性(强证据)的生存获益。药物对替代终点的影响对药物选择无显著影响(系数 0-02,95% CI -0-21 至 0-25)。年龄较大(≥55 岁)、非白人、收入较低(每年 4 万美元)以及预期寿命最短的受访者对等待时间最为敏感。在这项研究中,个人对抗癌药物能否给患者带来生存益处的确定性表达了强烈的偏好。一些人还表示,他们更愿意等待比评估大多数用于转移性治疗的抗癌药物的生存获益(超过无进展生存获益)所需的更大确定性。
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