Pfizer Inc., Groton, CT 06340, USA.
J Alzheimers Dis. 2013;37(1):173-83. doi: 10.3233/JAD-130575.
The placebo response and the underlying disease progression is difficult to differentiate in longitudinal Alzheimer's disease (AD) studies, yet it is crucial to understand for designing clinical trials and interpreting results.
The placebo response in ADAS-cog11 from various studies was evaluated against model predictions derived from historical placebo data to demonstrate potential interpretation of study results using a prior understanding of expected disease progression.
The placebo response component from a previously published disease progression model was used to estimate the longitudinal placebo response, and the disease progression in the placebo group in various case studies were evaluated. In addition, placebo data from the Coalition Against Major Diseases (CAMD) database in mild to moderate AD patients is described.
The case studies demonstrated potential different results in disease progression in a placebo group, and the impact on understanding the magnitude of drug effect. Baseline cognitive function is an important covariate of disease progression, therefore, it is important to evaluate the baseline severity and predict disease progression accordingly when comparing trial results. Furthermore, study duration, sample size, and study design may affect the placebo response, all of which have the potential to confound understanding of study results.
The recent failures in Phase III AD studies are not likely due to insufficient cognitive decline in the control groups. A meta-analytic approach using all available data provides a robust understanding of placebo effect, disease progression, and potential interpretation of treatment effects, and offers a useful tool to aid in both trial design and interpretation.
在纵向阿尔茨海默病(AD)研究中,很难区分安慰剂反应和潜在的疾病进展,但对于设计临床试验和解释结果来说,这是至关重要的。
从各种研究中评估 ADAS-cog11 的安慰剂反应,以针对从历史安慰剂数据得出的模型预测进行评估,从而展示使用对预期疾病进展的先验理解来解释研究结果的潜力。
使用先前发表的疾病进展模型中的安慰剂反应成分来估计纵向安慰剂反应,并评估各个病例研究中安慰剂组的疾病进展。此外,还描述了轻度至中度 AD 患者的 Coalition Against Major Diseases(CAMD)数据库中的安慰剂数据。
病例研究表明,安慰剂组的疾病进展可能存在不同的结果,这对理解药物效果的幅度有影响。基线认知功能是疾病进展的重要协变量,因此,在比较试验结果时,评估基线严重程度并相应预测疾病进展非常重要。此外,研究持续时间、样本量和研究设计都可能影响安慰剂反应,所有这些都有可能混淆对研究结果的理解。
最近三期 AD 研究的失败不太可能是由于对照组认知衰退不足所致。使用所有可用数据的荟萃分析方法提供了对安慰剂效应、疾病进展和潜在治疗效果的解释的有力理解,并提供了一个有用的工具,有助于试验设计和解释。