Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden.
Umeå Center for Functional Brain Imaging (UFBI), Umeå University, Umeå, Sweden.
Cereb Cortex. 2018 Jul 1;28(7):2525-2539. doi: 10.1093/cercor/bhy062.
Individuals differ in how they perceive, remember, and think. There is evidence for the existence of distinct subgroups that differ in cognitive performance within the older population. However, it is less clear how individual differences in cognition in old age are linked to differences in brain-based measures. We used latent-profile analysis on n-back working-memory (WM) performance to identify subgroups in a large sample of older adults (n = 181; age = 64-68 years). Our analysis identified one larger normal subgroup with higher performance (n = 113; 63%), and a second smaller subgroup (n = 55; 31%) with lower performance. The low-performing subgroup showed weaker load-dependent BOLD modulation and lower connectivity within the fronto-parietal network (FPN) as well as between FPN and striatum during n-back, along with lower FPN connectivity at rest. This group also exhibited lower FPN structural integrity, lower frontal dopamine D2 binding potential, inferior performance on offline WM tests, and a trend-level genetic predisposition for lower dopamine-system efficiency. By contrast, this group exhibited relatively intact episodic memory and associated brain measures (i.e., hippocampal volume, structural, and functional connectivity within the default-mode network). Collectively, these data provide converging evidence for the existence of a group of older adults with impaired WM functioning characterized by reduced cortico-striatal coupling and aberrant cortico-cortical integrity within FPN.
个体在感知、记忆和思维方式上存在差异。有证据表明,在老年人群体中,认知表现存在明显的不同亚组。然而,在老年时认知个体差异与基于大脑的测量差异之间的联系还不太清楚。我们使用 n-back 工作记忆(WM)表现的潜在剖面分析,在一个大型老年人群体样本(n=181;年龄=64-68 岁)中确定了亚组。我们的分析确定了一个更大的正常亚组,表现更好(n=113;63%),以及表现较差的较小的第二个亚组(n=55;31%)。表现较差的亚组在 n-back 期间显示出较弱的负荷依赖性 BOLD 调制和额顶叶网络(FPN)内以及 FPN 与纹状体之间的连接性降低,同时在静息状态下 FPN 连接性降低。该亚组还表现出 FPN 结构完整性降低、额叶多巴胺 D2 结合势降低、离线 WM 测试表现较差,以及多巴胺系统效率降低的遗传倾向。相比之下,该组表现出相对完整的情节记忆和相关的大脑测量(即海马体体积、默认模式网络内的结构和功能连接)。总的来说,这些数据提供了一致的证据,证明存在一组 WM 功能受损的老年人,其特征是皮质纹状体耦合减少和 FPN 内皮质皮质完整性异常。