Department of Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands.
Amsterdam Neuroscience, Brain Imaging, 1081 HV Amsterdam, The Netherlands.
Brain. 2023 Sep 1;146(9):3735-3746. doi: 10.1093/brain/awad077.
The amyloid cascade hypothesis has strongly impacted the Alzheimer's disease research agenda and clinical trial designs over the past decades, but precisely how amyloid-β pathology initiates the aggregation of neocortical tau remains unclear. We cannot exclude the possibility of a shared upstream process driving both amyloid-β and tau in an independent manner instead of there being a causal relationship between amyloid-β and tau. Here, we tested the premise that if a causal relationship exists, then exposure should be associated with outcome both at the individual level as well as within identical twin-pairs, who are strongly matched on genetic, demographic and shared environmental background. Specifically, we tested associations between longitudinal amyloid-β PET and cross-sectional tau PET, neurodegeneration and cognitive decline using genetically identical twin-pair difference models, which provide the unique opportunity of ruling out genetic and shared environmental effects as potential confounders in an association. We included 78 cognitively unimpaired identical twins with [18F]flutemetamol (amyloid-β)-PET, [18F]flortaucipir (tau)-PET, MRI (hippocampal volume) and cognitive data (composite memory). Associations between each modality were tested at the individual level using generalized estimating equation models, and within identical twin-pairs using within-pair difference models. Mediation analyses were performed to test for directionality in the associations as suggested by the amyloid cascade hypothesis. At the individual level, we observed moderate-to-strong associations between amyloid-β, tau, neurodegeneration and cognition. The within-pair difference models replicated results observed at the individual level with comparably strong effect sizes. Within-pair differences in amyloid-β were strongly associated with within-pair differences in tau (β = 0.68, P < 0.001), and moderately associated with within-pair differences in hippocampal volume (β = -0.37, P = 0.03) and memory functioning (β = -0.57, P < 0.001). Within-pair differences in tau were moderately associated with within-pair differences in hippocampal volume (β = -0.53, P < 0.001) and strongly associated with within-pair differences in memory functioning (β = -0.68, P < 0.001). Mediation analyses showed that of the total twin-difference effect of amyloid-β on memory functioning, the proportion mediated through pathways including tau and hippocampal volume was 69.9%, which was largely attributable to the pathway leading from amyloid-β to tau to memory functioning (proportion mediated, 51.6%). Our results indicate that associations between amyloid-β, tau, neurodegeneration and cognition are unbiased by (genetic) confounding. Furthermore, effects of amyloid-β on neurodegeneration and cognitive decline were fully mediated by tau. These novel findings in this unique sample of identical twins are compatible with the amyloid cascade hypothesis and thereby provide important new knowledge for clinical trial designs.
淀粉样蛋白级联假说在过去几十年中强烈影响了阿尔茨海默病的研究议程和临床试验设计,但确切地说,淀粉样蛋白-β 病理学如何引发新皮质 tau 的聚集仍然不清楚。我们不能排除一种共同的上游过程以独立的方式驱动淀粉样蛋白-β和 tau 的可能性,而不是淀粉样蛋白-β和 tau 之间存在因果关系。在这里,我们测试了这样一个前提,如果存在因果关系,那么暴露应该与个体水平以及在遗传、人口统计学和共享环境背景上高度匹配的同卵双胞胎对中的结果相关。具体来说,我们使用遗传上相同的双胞胎对差异模型测试了纵向淀粉样蛋白-β PET 和横向 tau PET、神经退行性变和认知下降之间的关联,该模型提供了排除关联中遗传和共享环境影响作为潜在混杂因素的独特机会。我们纳入了 78 名认知正常的同卵双胞胎,他们进行了 [18F]flutemetamol(淀粉样蛋白-β)-PET、[18F]flortaucipir(tau)-PET、MRI(海马体积)和认知数据(综合记忆)。使用广义估计方程模型在个体水平上测试每种模态之间的关联,并在同卵双胞胎对中使用对内差异模型。中介分析用于测试淀粉样蛋白级联假说所建议的关联中的方向性。在个体水平上,我们观察到淀粉样蛋白-β、tau、神经退行性变和认知之间存在中度到强的关联。在个体水平上观察到的对间差异模型具有可比的强效应大小。淀粉样蛋白-β的对间差异与 tau 的对间差异强烈相关(β=0.68,P<0.001),与海马体积的对间差异中度相关(β=-0.37,P=0.03)和记忆功能的对间差异(β=-0.57,P<0.001)。tau 的对间差异与海马体积的对间差异中度相关(β=-0.53,P<0.001),与记忆功能的对间差异强烈相关(β=-0.68,P<0.001)。中介分析表明,在淀粉样蛋白-β对记忆功能的总双胞胎差异效应中,通过包括 tau 和海马体积的途径介导的比例为 69.9%,这主要归因于从淀粉样蛋白-β到 tau 到记忆功能的途径(介导比例,51.6%)。我们的结果表明,淀粉样蛋白-β、tau、神经退行性变和认知之间的关联不受(遗传)混杂因素的影响。此外,淀粉样蛋白-β 对神经退行性变和认知下降的影响完全由 tau 介导。在这个独特的同卵双胞胎样本中,这些新的发现与淀粉样蛋白级联假说一致,为临床试验设计提供了重要的新知识。