Institute of Mental Health, the Second Xiangya Hospital, Central South University, Changsha, PR China.
Institute of Mental Health, the Second Xiangya Hospital, Central South University, Changsha, PR China.
J Affect Disord. 2020 Sep 1;274:190-198. doi: 10.1016/j.jad.2020.05.058. Epub 2020 May 24.
Working memory (WM) deficit is a feature persistently reported across mania, depression, and euthymic periods of bipolar disorder (BD). WM capacity relates to distributed brain regions that are systemically organized at the connectome level. It is not clear whether the same disruption of this network-level organization underlies the WM impairment seen in different phases of BD.
We used graph theory to examine the topology of the functional connectome in different granularity in 143 subjects (72 with BD [32 depression; 15 mania; 25 euthymic] and 71 healthy controls) during a n-back task. Linear regression analysis was used to test associations of altered graph properties, clinical symptoms, and WM accuracy in patients.
Altered topological properties characterised by an increase in small-worldness of the whole-brain connectome, were specific for bipolar depressed, but not in manic and euthymic states. Depressed subjects showed a shift in the distribution of the number of connections per brain region (degree) within the connectome during WM task. Increased small-worldness related to worse WM accuracy in patients with more severe depression, anxiety and illness burden.
We used only 2-back load, limiting our ability to study the parametric effects of task demand.
We demonstrate a putative state-dependent mechanistic link between connectome topology, hub re-distribution and impaired n-back performance in bipolar disorder. The aberrant task-dependent modulation of the connectome relates to worse WM performance especially when anxiety and depression are prominent in BD.
工作记忆 (WM) 缺陷是双相障碍 (BD) 躁狂、抑郁和轻躁狂期持续报告的特征。WM 能力与分布式脑区有关,这些脑区在连接组水平上系统地组织在一起。目前尚不清楚在 BD 的不同阶段,是否存在相同的网络水平组织破坏导致 WM 损伤。
我们使用图论方法在不同粒度下检查了 143 名受试者(72 名 BD [32 名抑郁;15 名躁狂;25 名轻躁狂] 和 71 名健康对照)在 n-back 任务期间的功能连接组的拓扑结构。线性回归分析用于测试改变的图属性、临床症状和患者 WM 准确性之间的关联。
改变的拓扑性质表现为整个大脑连接组的小世界程度增加,这是双相抑郁特有的,而在躁狂和轻躁狂状态下则没有。抑郁患者在 WM 任务中表现出大脑区域之间连接数量(度)分布的变化。小世界程度的增加与 WM 准确性的下降有关,在抑郁程度更严重、焦虑和疾病负担更重的患者中更为明显。
我们仅使用 2-back 负荷,限制了我们研究任务需求参数效应的能力。
我们证明了在双相障碍中,连接组拓扑、枢纽重新分布和 n-back 表现受损之间存在一种潜在的状态依赖性机制联系。连接组的异常任务相关调节与 WM 性能较差有关,特别是在 BD 中焦虑和抑郁较为明显时。