Information Technologies Institute, Centre for Research and Technology Hellas (CERTH-ITI), Thessaloniki, Greece.
1st Department of Neurology, G.H. "AHEPA", School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Makedonia, Greece.
J Alzheimers Dis. 2022;87(2):643-664. doi: 10.3233/JAD-215421.
Visual short-term memory (VSTMT) and visual attention (VAT) exhibit decline in the Alzheimer's disease (AD) continuum; however, network disruption in preclinical stages is scarcely explored.
To advance our knowledge about brain networks in AD and discover connectivity alterations during VSTMT and VAT.
Twelve participants with AD, 23 with mild cognitive impairment (MCI), 17 with subjective cognitive decline (SCD), and 21 healthy controls (HC) were examined using a neuropsychological battery at baseline and follow-up (three years). At baseline, the subjects were examined using high density electroencephalography while performing a VSTMT and VAT. For exploring network organization, we constructed weighted undirected networks and examined clustering coefficient, strength, and betweenness centrality from occipito-parietal regions.
One-way ANOVA and pair-wise t-test comparisons showed statistically significant differences in HC compared to SCD (t (36) = 2.43, p = 0.026), MCI (t (42) = 2.34, p = 0.024), and AD group (t (31) = 3.58, p = 0.001) in Clustering Coefficient. Also with regards to Strength, higher values for HC compared to SCD (t (36) = 2.45, p = 0.019), MCI (t (42) = 2.41, p = 0.020), and AD group (t (31) = 3.58, p = 0.001) were found. Follow-up neuropsychological assessment revealed converge of 65% of the SCD group to MCI. Moreover, SCD who were converted to MCI showed significant lower values in all network metrics compared to the SCD that remained stable.
The present findings reveal that SCD exhibits network disorganization during visual encoding and retrieval with intermediate values between MCI and HC.
视觉短期记忆 (VSTMT) 和视觉注意力 (VAT) 在阿尔茨海默病 (AD) 连续体中表现出下降;然而,在临床前阶段,网络中断很少被探索。
深入了解 AD 中的大脑网络,并发现 VSTMT 和 VAT 期间的连通性变化。
12 名 AD 患者、23 名轻度认知障碍 (MCI) 患者、17 名主观认知下降 (SCD) 患者和 21 名健康对照 (HC) 患者在基线和随访 (三年) 时接受神经心理学测试。在基线时,受试者在执行 VSTMT 和 VAT 时使用高密度脑电图进行检查。为了探索网络组织,我们构建了无向加权网络,并检查了枕顶区域的聚类系数、强度和介数中心性。
单因素方差分析和两两 t 检验比较显示,与 SCD (t (36) = 2.43, p = 0.026)、MCI (t (42) = 2.34, p = 0.024) 和 AD 组相比,HC 组在聚类系数方面存在统计学显著差异(t (31) = 3.58, p = 0.001)。在强度方面,与 SCD (t (36) = 2.45, p = 0.019)、MCI (t (42) = 2.41, p = 0.020) 和 AD 组相比,HC 组的数值更高(t (31) = 3.58, p = 0.001)。随访神经心理学评估显示,65%的 SCD 组发展为 MCI。此外,转换为 MCI 的 SCD 在所有网络指标上的数值均显著低于保持稳定的 SCD。
本研究结果表明,SCD 在视觉编码和检索过程中表现出网络紊乱,其网络指标值介于 MCI 和 HC 之间。