Sapkota Shraddha, McFall G Peggy, Masellis Mario, Dixon Roger A, Black Sandra E
Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.
Department of Psychology, University of Alberta, Edmonton, AB, Canada.
J Alzheimers Dis. 2022;85(2):545-560. doi: 10.3233/JAD-215068.
Differential cognitive trajectories in Alzheimer's disease (AD) may be predicted by biomarkers from multiple domains.
In a longitudinal sample of AD and AD-related dementias patients (n = 312), we tested whether 1) change in brain morphometry (ventricular enlargement) predicts differential cognitive trajectories, 2) further risk is contributed by genetic (Apolipoprotein E [APOE] ɛ4+) and vascular (pulse pressure [PP]) factors separately, and 3) the genetic + vascular risk moderates this pattern.
We applied a dynamic computational approach (parallel process models) to test both concurrent and change-related associations between predictor (ventricular size) and cognition (executive function [EF]/attention). We then tested these associations as stratified by APOE (ɛ4-/ɛ4+), PP (low/high), and APOE+ PP (low/intermediate/high) risk.
First, concurrently, higher ventricular size predicted lower EF/attention performance and, longitudinally, increasing ventricular size predicted steeper EF/attention decline. Second, concurrently, higher ventricular size predicted lower EF/attention performance selectively in APOEɛ4+ carriers, and longitudinally, increasing ventricular size predicted steeper EF/attention decline selectively in the low PP group. Third, ventricular size and EF/attention associations were absent in the high APOE+ PP risk group both concurrently and longitudinally.
As AD progresses, a threshold effect may be present in which ventricular enlargement in the context of exacerbated APOE+ PP risk does not produce further cognitive decline.
阿尔茨海默病(AD)的认知轨迹差异可能由多个领域的生物标志物预测。
在AD及AD相关痴呆患者的纵向样本(n = 312)中,我们测试了:1)脑形态测量变化(脑室扩大)是否能预测认知轨迹差异;2)遗传因素(载脂蛋白E[APOE]ε4+)和血管因素(脉压[PP])是否分别增加风险;3)遗传+血管风险是否会调节这种模式。
我们应用动态计算方法(并行过程模型)来测试预测因素(脑室大小)与认知(执行功能[EF]/注意力)之间的并发关联和与变化相关的关联。然后,我们按APOE(ε4-/ε4+)、PP(低/高)和APOE+PP(低/中/高)风险分层测试这些关联。
首先,在并发情况下,脑室大小越高,EF/注意力表现越低;在纵向方面,脑室大小增加预示着EF/注意力下降越陡峭。其次,在并发情况下,脑室大小越高,在APOEε4+携带者中EF/注意力表现选择性降低;在纵向方面,脑室大小增加在低PP组中预示着EF/注意力下降更陡峭。第三,在高APOE+PP风险组中,并发和纵向情况下脑室大小与EF/注意力之间均无关联。
随着AD进展,可能存在一种阈值效应,即在APOE+PP风险加剧的情况下,脑室扩大不会导致进一步的认知下降。