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利用观察性数据作为与开放标签研究结果进行比较目的的替代队列:来自阿尔茨海默病的一个例子。

Utilization of Observational Data as a Proxy Cohort for Comparison Purposes with Open-Label Study Results: An Example from Alzheimer's Disease.

机构信息

Catherine Reed, Eli Lilly and Company, Erl Wood Manor, Sunninghill Road, Windlesham, Surrey, GU20 6PH, UK, Phone: 0044 (0) 1276 483243; Fax: 0044 (0) 1276 483192; Email:

出版信息

J Prev Alzheimers Dis. 2019;6(2):90-99. doi: 10.14283/jpad.2019.4.

Abstract

BACKGROUND

Randomized placebo-controlled trials in the development of disease-modifying treatments for Alzheimer's disease are typically of short duration (12-18 months), and health economic modeling requires extrapolation of treatment effects beyond the trial period.

OBJECTIVES

To investigate whether observational data can be used to extrapolate data from open-label trials, we compared outcomes (cognition, function, behavior) over 36 months for patients with mild Alzheimer's disease dementia in the GERAS observational study (proxy for placebo control) with those of the mild Alzheimer's disease population on active treatment (solanezumab) in two 18-month randomized placebo-controlled trials (EXPEDITION and EXPEDITION2) and the additional 18-month open-label extension study (EXPEDITION-EXT).

DESIGN AND SETTING

Analysis of longitudinal data from patients with mild Alzheimer's disease dementia in the GERAS observational study (conducted in France, Germany and the United Kingdom) and the EXPEDITION program (conducted in Europe, North America, South America, Asia and Australia).

PARTICIPANTS

European and North American community-living patients, aged ≥55 years, with probable Alzheimer's disease dementia and their caregivers. Mild Alzheimer's disease dementia was defined as a Mini-Mental State Examination score of 20-26 in EXPEDITION and 21-26 in GERAS.

INTERVENTION

Active treatment in both randomized placebo-controlled trials and the open-label extension study was intravenous solanezumab 400 mg every 4 weeks. Patients in GERAS were receiving treatment as part of standard care.

MEASUREMENTS

Between-group differences for changes from baseline over 36 months in cognitive function, ability to perform activities of daily living, and behavioral and psychological symptoms of dementia were assessed using models stratified by propensity score.

RESULTS

At baseline, patients and caregivers participating in GERAS were significantly older than those in the EXPEDITION studies, and the GERAS patient cohort had fewer years of education and a shorter time since diagnosis of Alzheimer's disease. The baseline mean Mini-Mental State Examination score of the GERAS cohort was significantly higher (indicating better cognition) than that of patients receiving placebo or active treatment in the pooled EXPEDITION studies Baseline functional ability scores were significantly lower for the GERAS cohort, indicating poorer functioning. Propensity score stratification achieved a good balance in the baseline variables between GERAS and the two EXPEDITION arms. Over 18 months, least squares mean changes from baseline in outcome measures were similar in the GERAS cohort and the pooled placebo groups from the randomized controlled trials. Also, the 18-month results for the comparison between the GERAS cohort and the pooled active treatment groups from the randomized controlled trials were generally similar to those reported for the comparison with the control group in the randomized trial. Comparison of active treatment (EXPEDITION-EXT) and observational study (GERAS, as proxy control) results over 36 months of the open-label trial showed a significantly smaller decline in activities of daily living (instrumental and basic) in the active treatment group, reflecting better functioning, but no between-group differences at 36 months for cognitive function or behavioral and psychological symptoms of dementia.

CONCLUSIONS

Comparing results from clinical trials and observational studies (real-world data) may be a useful methodological approach for informing long-term outcomes in Alzheimer's disease drug development and could be used to inform health economic modeling. Further research using this methodological approach is needed.

摘要

背景

用于治疗阿尔茨海默病的疾病修饰治疗的随机安慰剂对照试验通常持续时间较短(12-18 个月),而健康经济学模型需要将治疗效果外推到试验期之外。

目的

为了研究是否可以使用观察性数据来推断开放标签试验的数据,我们比较了在 GERAS 观察性研究(代表安慰剂对照)中轻度阿尔茨海默病痴呆患者的结果(认知、功能、行为),以及在两项 18 个月的随机安慰剂对照试验(EXPEDITION 和 EXPEDITION2)和额外的 18 个月开放标签扩展研究(EXPEDITION-EXT)中接受活性治疗(solanezumab)的轻度阿尔茨海默病人群的结果。

设计和设置

对来自 GERAS 观察性研究(在法国、德国和英国进行)和 EXPEDITION 计划(在欧洲、北美、南美、亚洲和澳大利亚进行)的轻度阿尔茨海默病痴呆患者的纵向数据进行分析。

参与者

欧洲和北美的社区居住患者,年龄≥55 岁,患有可能的阿尔茨海默病痴呆症及其护理人员。轻度阿尔茨海默病痴呆症的定义为 EXPEDITION 中的 Mini-Mental State Examination 得分为 20-26,而在 GERAS 中为 21-26。

干预措施

在两项随机安慰剂对照试验和开放标签扩展研究中,活性治疗均为每 4 周静脉注射 solanezumab 400mg。GERAS 中的患者正在接受标准护理的治疗。

测量

使用按倾向评分分层的模型,评估从基线开始的认知功能、日常生活活动能力以及行为和心理症状的变化在 36 个月时的组间差异。

结果

在基线时,参与 GERAS 的患者和护理人员比 EXPEDITION 研究中的患者年龄更大,并且 GERAS 患者队列的受教育年限和诊断为阿尔茨海默病的时间更短。GERAS 队列的基线平均 Mini-Mental State Examination 评分明显高于(表示认知能力更好)接受安慰剂或活性治疗的 pooled EXPEDITION 研究中的患者。基线功能能力评分 GERAS 队列明显较低,表明功能较差。倾向评分分层在 GERAS 和两项 EXPEDITION 臂之间的基线变量之间达到了良好的平衡。在 18 个月时,来自随机对照试验的 GERAS 队列和 pooled 安慰剂组的最小二乘均值从基线的变化在结果测量上相似。此外,在比较随机对照试验中 GERAS 队列和 pooled 活性治疗组之间的 18 个月结果时,与随机试验中对照组的结果大致相似。在开放标签试验的 36 个月期间,活性治疗(EXPEDITION-EXT)和观察性研究(GERAS,作为代理控制)的结果比较显示,在活性治疗组中日常生活活动(工具性和基本性)的下降明显较小,反映了更好的功能,但在 36 个月时,认知功能或行为和心理症状的痴呆症没有组间差异。

结论

比较临床试验和观察性研究(真实世界数据)的结果可能是一种有用的方法学方法,可以为阿尔茨海默病药物开发中的长期结果提供信息,并且可以用于为健康经济学建模提供信息。需要进一步使用这种方法学方法进行研究。

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