Andrews Daniel, Ducharme Simon, Chertkow Howard, Sormani Maria Pia, Collins D Louis
Department of Biomedical Engineering, McGill University, Montreal, Quebec, Canada.
McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada.
Alzheimers Dement. 2025 Jan;21(1):e14467. doi: 10.1002/alz.14467.
The phase 3 trial CLARITY AD found lecanemab slowed cognitive decline by 27%. However, subgroup analyses indicated a significant 31% sex difference in the effect and suggested no or limited effectiveness in females. We used simulations constrained by the trial design to determine whether that difference reflects a pre-existing sex difference in Alzheimer's disease progression or was a random event.
Simulations were generated using linear mixed models of cognitive decline fit to data from Alzheimer's Disease Neuroimaging Initiative participants satisfying CLARITY AD inclusion criteria.
The statistically non-significant 7.9% smaller cognitive decline rate in our cohort's males versus females does not explain CLARITY AD's 31% sex difference in lecanemab's effect. A ≥ 31% difference occurred randomly in only 12 of our 10,000 simulations (0.0012 probability).
CLARITY AD's sex difference was probably not random. Lecanemab is likely less effective in females than males, but we cannot conclude the drug is ineffective in females.
Lecanemab is more clinically effective in males than in females. Forest plots should only report subgroup-specific effects in well-powered subgroups. Trial simulations based on real data enable investigation of subgroup drug effects. We cannot conclude that lecanemab is clinically ineffective in females. A sex difference in lecanemab's efficacy could be linked to its action mechanism.
3期试验CLARITY AD发现,lecanemab可使认知衰退减缓27%。然而,亚组分析表明,该药物效果存在显著的31%的性别差异,提示其对女性的疗效不明显或有限。我们利用受试验设计限制的模拟方法,来确定这种差异是反映了阿尔茨海默病进展中预先存在的性别差异,还是一个随机事件。
使用认知衰退的线性混合模型进行模拟,该模型拟合了符合CLARITY AD纳入标准的阿尔茨海默病神经影像倡议参与者的数据。
我们队列中男性与女性在认知衰退率上7.9%的差异无统计学意义,无法解释CLARITY AD中lecanemab效果存在的31%的性别差异。在我们的10000次模拟中,只有12次(概率为0.0012)随机出现了≥31%的差异。
CLARITY AD中的性别差异可能并非随机。Lecanemab对女性的效果可能不如男性,但我们不能得出该药物对女性无效的结论。
Lecanemab在男性中的临床效果优于女性。森林图应仅报告在有足够统计学效力的亚组中的亚组特异性效应。基于真实数据的试验模拟能够研究亚组药物效应。我们不能得出lecanemab在临床上对女性无效的结论。Lecanemab疗效的性别差异可能与其作用机制有关。