Centre for Neuroimaging & Cognitive Genomics, Clinical Neuroimaging Lab, NCBES Galway Neuroscience Centre, College of Medicine, Nursing, and Health Sciences, National University of Ireland Galway, Galway, Republic of Ireland.
Centre for Neuroimaging & Cognitive Genomics, Clinical Neuroimaging Lab, NCBES Galway Neuroscience Centre, College of Medicine, Nursing, and Health Sciences, National University of Ireland Galway, Galway, Republic of Ireland.
Biol Psychiatry Cogn Neurosci Neuroimaging. 2020 Feb;5(2):152-162. doi: 10.1016/j.bpsc.2019.09.004. Epub 2019 Sep 18.
Graph theory applied to brain networks is an emerging approach to understanding the brain's topological associations with human cognitive ability. Despite well-documented cognitive impairments in bipolar disorder (BD) and recent reports of altered anatomical network organization, the association between connectivity and cognitive impairments in BD remains unclear.
We examined the role of anatomical network connectivity derived from T1- and diffusion-weighted magnetic resonance imaging in impaired cognitive performance in individuals with BD (n = 32) compared with healthy control individuals (n = 38). Fractional anisotropy- and number of streamlines-weighted anatomical brain networks were generated by mapping constrained spherical deconvolution-reconstructed white matter among 86 cortical/subcortical bilateral brain regions delineated in the individual's own coordinate space. Intelligence and executive function were investigated as distributed functions using measures of global, rich-club, and interhemispheric connectivity, while memory and social cognition were examined in relation to subnetwork connectivity.
Lower executive functioning related to higher global clustering coefficient in participants with BD, and lower IQ performance may present with a differential relationship between global and interhemispheric efficiency in individuals with BD relative to control individuals. Spatial recognition memory accuracy and response times were similar between diagnostic groups and associated with basal ganglia and thalamus interconnectivity and connectivity within extended anatomical subnetworks in all participants. No anatomical subnetworks related to episodic memory, short-term memory, or social cognition generally or differently in BD.
Results demonstrate selective influence of subnetwork patterns of connectivity in underlying cognitive performance generally and abnormal global topology underlying discrete cognitive impairments in BD.
将图论应用于脑网络是理解大脑与人类认知能力的拓扑关联的一种新兴方法。尽管双相情感障碍(BD)有明确记载的认知障碍,并且最近有报道称解剖网络组织发生改变,但 BD 患者的连通性与认知障碍之间的关联仍不清楚。
我们研究了来自 T1 和弥散加权磁共振成像的解剖网络连通性在 BD 患者(n=32)认知功能障碍中的作用,与健康对照组(n=38)进行了比较。通过将约束球内去卷积重建的白质映射到个体自身坐标空间中的 86 个皮质/皮质下双侧脑区,生成各向异性分数和流线数加权解剖脑网络。使用全局、丰富俱乐部和半球间连通性的测量值,将智力和执行功能作为分布式功能进行研究,而将记忆和社会认知与子网连通性相关联进行研究。
BD 患者的执行功能较低与全局聚类系数较高相关,而 IQ 表现较低可能与 BD 患者的全局和半球间效率之间存在差异关系。与对照组相比,空间识别记忆准确性和反应时间在诊断组之间相似,与基底节和丘脑的相互连接以及所有参与者的扩展解剖子网内的连通性相关。没有解剖子网与情景记忆、短期记忆或社会认知一般或在 BD 中不同相关。
结果表明,认知表现的子网连通性模式具有选择性影响,BD 患者的离散认知障碍具有异常的全局拓扑结构。