Xu Steven X, Samtani Mahesh N, Russu Alberto, Adedokun Omoniyi J, Lu Ming, Ito Kaori, Corrigan Brian, Raje Sangeeta, Brashear H Robert, Styren Scot, Hu Chuanpu
Janssen Research & Development, LLC, Raritan, NJ, USA.
Janssen Research & Development, Beerse, Belgium.
Alzheimers Dement (N Y). 2015 Jul 21;1(2):141-149. doi: 10.1016/j.trci.2015.06.005. eCollection 2015 Sep.
Disability assessment for dementia (DAD) measurements from two phase-3 studies of bapineuzumab in ε4 noncarrier and carrier Alzheimer's disease (AD) patients were integrated to develop a disease progression model.
We evaluated longitudinal changes in DAD scores, baseline factors affecting disease progression, and bapineuzumab effect on disease progression.
A beta regression model best described DAD disease progression. The estimated treatment effect of bapineuzumab was not significant, consistent with lack of clinical efficacy observed in the primary analysis. The model suggested that progression of DAD tended to decrease with increase in bapineuzumab exposure. The exposure-response relationship was similar regardless of ε4 status but more pronounced in patients with mild AD. Baseline disease status, age, memantine use, and years since onset (YSO) had significant effects on baseline DAD scores. AD concomitant medication use, baseline disease status, and YSO had significant effects on disease progression rate, measured by DAD score.
The beta regression model is a sensible modeling approach to characterize functional decline in AD patients. This analysis suggested a possible effect of bapineuzumab exposure on DAD progression. Further evaluation may be warranted in future studies.
ClinicalTrials.gov identifier: NCT00575055 and NCT00574132.
整合巴匹纽单抗在ε4非携带者和携带者阿尔茨海默病(AD)患者中进行的两项3期研究的痴呆症残疾评估(DAD)测量结果,以建立疾病进展模型。
我们评估了DAD评分的纵向变化、影响疾病进展的基线因素以及巴匹纽单抗对疾病进展的影响。
β回归模型最能描述DAD疾病进展情况。巴匹纽单抗的估计治疗效果不显著,这与在主要分析中观察到的缺乏临床疗效一致。该模型表明,DAD的进展倾向于随着巴匹纽单抗暴露量的增加而降低。无论ε4状态如何,暴露-反应关系相似,但在轻度AD患者中更为明显。基线疾病状态、年龄、美金刚使用情况以及发病年限(YSO)对基线DAD评分有显著影响。AD合并用药情况、基线疾病状态和YSO对以DAD评分衡量的疾病进展速度有显著影响。
β回归模型是描述AD患者功能衰退的一种合理建模方法。该分析表明巴匹纽单抗暴露量对DAD进展可能有影响。未来研究可能需要进一步评估。
ClinicalTrials.gov标识符:NCT00575055和NCT00574132。