Teipel Stefan J, Temp Anna G M, Lutz Michael W
Working group on clincial dementia research Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) Rostock Germany.
Department of Psychosomatic Medicine University Medicine Rostock Rostock Germany.
Alzheimers Dement (N Y). 2024 Feb 22;10(1):e12454. doi: 10.1002/trc2.12454. eCollection 2024 Jan-Mar.
Phase 3 trials using the anti-amyloid antibodies aducanumab, lecanemab, donanemab, and high-dose gantenerumab in prodromal and mild Alzheimer's disease dementia were heterogeneous in respect to statistical significance of effects. However, heterogeneity of results has not yet directly be quantified.
We used Bayesian random effects meta-analysis to quantify evidence for or against a treatment effect, and assessed the size of the effect and its heterogeneity. Data were extracted from published studies where available and Web based data reports, assuming a Gaussian data generation process.
We found moderate evidence in favor of a treatment effect (Bayes factor = 13.2). The effect was moderate to small with -0.33 (95% credible interval -0.54 to -0.10) points on the Clinical Dementia Rating - Sum of Boxes (CDR-SB) scale. The heterogeneity parameter was low to moderate with 0.21 (0.04 to 0.45) CDR-SB points.
Heterogeneity across studies was moderate despite some trials reaching statistical significance, while others did not. This suggests that the negative aducanumab and gantenerumab trials are in full agreement with the expected effect sizes.
在前驱期和轻度阿尔茨海默病性痴呆中使用抗淀粉样蛋白抗体阿杜卡努单抗、仑卡奈单抗、多奈单抗和高剂量甘特奈单抗进行的3期试验,在疗效的统计学意义方面存在异质性。然而,结果的异质性尚未直接量化。
我们使用贝叶斯随机效应荟萃分析来量化支持或反对治疗效果的证据,并评估效应大小及其异质性。数据从已发表的研究(如有)和基于网络的数据报告中提取,假设数据生成过程呈高斯分布。
我们发现有中等证据支持治疗效果(贝叶斯因子 = 13.2)。在临床痴呆评定量表-方框总和(CDR-SB)上,效应为中等至较小,为-0.33(95%可信区间为-0.54至-0.10)分。异质性参数为低至中等,为0.21(0.04至0.45)CDR-SB分。
尽管一些试验达到了统计学显著性,而另一些则没有,但各研究之间的异质性为中等。这表明阿杜卡努单抗和甘特奈单抗的阴性试验与预期效应大小完全一致。