Novartis Pharma AG, PostfachCH-4002, Basel, Switzerland.
Banner Alzheimer's Institute, Phoenix, AZ, USA.
Alzheimers Res Ther. 2023 Mar 6;15(1):45. doi: 10.1186/s13195-023-01183-z.
There is a critical need for novel primary endpoints designed to detect early and subtle changes in cognition in clinical trials targeting the asymptomatic (preclinical) phase of Alzheimer's disease (AD). The Alzheimer's Prevention Initiative (API) Generation Program, conducted in cognitively unimpaired individuals at risk of developing AD (e.g., enriched by the apolipoprotein E (APOE) genotype), used a novel dual primary endpoints approach, whereby demonstration of treatment effect in one of the two endpoints is sufficient for trial success. The two primary endpoints were (1) time to event (TTE)-with an event defined as a diagnosis of mild cognitive impairment (MCI) due to AD and/or dementia due to AD-and (2) change from baseline to month 60 in the API Preclinical Composite Cognitive (APCC) test score.
Historical observational data from three sources were used to fit models to describe the TTE and the longitudinal APCC decline, both in people who do and do not progress to MCI or dementia due to AD. Clinical endpoints were simulated based on the TTE and APCC models to assess the performance of the dual endpoints versus each of the two single endpoints, with the selected treatment effect ranging from a hazard ratio (HR) of 0.60 (40% risk reduction) to 1 (no effect).
A Weibull model was selected for TTE, and power and linear models were selected to describe the APCC score for progressors and non-progressors, respectively. Derived effect sizes in terms of reduction of the APCC change from baseline to year 5 were low (0.186 for HR = 0.67). The power for the APCC alone was consistently lower compared to the power of TTE alone (58% [APCC] vs 84% [TTE] for HR = 0.67). Also, the overall power was higher for the 80%/20% distribution (82%) of the family-wise type 1 error rate (alpha) between TTE and APCC compared to 20%/80% (74%).
Dual endpoints including TTE and a measure of cognitive decline perform better than the cognitive decline measure as a single primary endpoint in a cognitively unimpaired population at risk of AD (based on the APOE genotype). Clinical trials in this population, however, need to be large, include older age, and have a long follow-up period of at least 5 years to be able to detect treatment effects.
在针对阿尔茨海默病(AD)无症状(临床前)阶段的临床试验中,需要设计新颖的主要终点,以检测认知的早期和微妙变化,这一点至关重要。阿尔茨海默病预防倡议(API)产生计划在有发生 AD 的风险(例如,通过载脂蛋白 E(APOE)基因型富集)的认知正常个体中进行,采用了新颖的双重主要终点方法,即两个终点之一证明治疗效果即可判定试验成功。两个主要终点分别是:(1)时间到事件(TTE)-事件定义为由于 AD 导致的轻度认知障碍(MCI)和/或由于 AD 导致的痴呆;(2)从基线到第 60 个月 API 临床前综合认知(APCC)测试评分的变化。
使用来自三个来源的历史观察数据来拟合模型,以描述 TTE 和纵向 APCC 下降,同时包括进展为由于 AD 导致的 MCI 或痴呆的人和不进展为由于 AD 导致的 MCI 或痴呆的人。基于 TTE 和 APCC 模型模拟临床终点,以评估双重终点与两个单一终点中的每一个的性能,选择的治疗效果范围从风险比(HR)为 0.60(风险降低 40%)到 1(无效果)。
选择威布尔模型用于 TTE,选择幂和线性模型分别描述进展者和非进展者的 APCC 评分。以基线到第 5 年的 APCC 变化减少为基准的推导效应量较低(HR = 0.67 时为 0.186)。APCC 本身的功效始终低于 TTE 本身的功效(HR = 0.67 时分别为 58%[APCC]和 84%[TTE])。此外,在 TTE 和 APCC 之间,总体功效在家族类型 1 错误率(alpha)的 80%/20%(82%)分布中高于 20%/80%(74%)。
在有发生 AD 风险(基于 APOE 基因型)的认知正常人群中,包括 TTE 和认知下降测量的双重终点比作为单一主要终点的认知下降测量表现更好。然而,在该人群中进行的临床试验需要很大,包括年龄较大,并且需要至少 5 年的长期随访期,才能检测到治疗效果。