School of Automation and Information Engineering, Sichuan University of Science and Engineering, Zigong, China.
Imaging Genetics Center, Mark & Mary Stevens Institute for Neuroimaging and Informatics, University of Southern California, Marina del Rey, CA, USA.
Brain Imaging Behav. 2018 Oct;12(5):1239-1250. doi: 10.1007/s11682-017-9793-9.
White matter lesions (WMLs) have been associated with cognitive and motor decline. Resting state networks (RSNs) are spatially coherent patterns in the human brain and their interactions sustain our daily function. Therefore, investigating the altered intra- and inter-network connectivity among the RSNs may help to understand the association of WMLs with impaired cognitive and motor function. Here, we assessed alterations in functional connectivity patterns based on six well-defined RSNs-the default mode network (DMN), dorsal attention network (DAN), frontal-parietal control network (FPCN), auditory network (AN), sensory motor network (SMN) and visual network (VN)-in 15 patients with ischemic WMLs and 15 controls. In the patients, Spearman's correlation analysis was further performed between these alterations and cognitive test scores, including Mini-Mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA) scores. Our results showed wide alterations of inter-network connectivity mainly involving the SMN, DMN, FPCN and DAN, and some alterations correlated with cognitive test scores in the patients. The reduced functional connectivities in the SMN-AN, SMN-VN, FPCN-AN, DAN-VN pairs may account for the cognitive and motor decline in patients with ischemic WMLs, while the increased functional connectivities in the DMN-AN, DMN-FPCN and DAN-FPCN pairs may reflect a functional network reorganization after damage to white matter. It is unexpected that altered intra-network connectivities were found within the AN and VN, which may explain the impairments in verbal fluency and information retrieval associated with WMLs. This study highlights the importance of functional connectivity in understanding how WMLs influence cognitive and behavior dysfunction.
脑白质病变(WMLs)与认知和运动能力下降有关。静息态网络(RSNs)是大脑中空间上连贯的模式,它们的相互作用维持着我们的日常功能。因此,研究 RSN 之间的内在和网络间连接的改变可能有助于理解 WMLs 与认知和运动功能受损的关系。在这里,我们评估了 15 例缺血性 WML 患者和 15 例对照者基于六个明确界定的 RSN(默认模式网络[DMN]、背侧注意网络[DAN]、额顶控制网络[FPCN]、听觉网络[AN]、感觉运动网络[SMN]和视觉网络[VN])的功能连接模式的改变。在患者中,还进一步进行了 Spearman 相关分析,以研究这些改变与认知测试评分(包括简易精神状态检查[MMSE]和蒙特利尔认知评估[MoCA]评分)之间的关系。我们的结果显示,网络间连接的广泛改变主要涉及 SMN、DMN、FPCN 和 DAN,一些改变与患者的认知测试评分相关。SMN-AN、SMN-VN、FPCN-AN 和 DAN-VN 对的功能连接减少可能是导致缺血性 WML 患者认知和运动能力下降的原因,而 DMN-AN、DMN-FPCN 和 DAN-FPCN 对的功能连接增加可能反映了白质损伤后的功能网络重组。出乎意料的是,在 AN 和 VN 内发现了内在网络连接的改变,这可能解释了与 WML 相关的言语流畅性和信息检索受损。这项研究强调了功能连接在理解 WML 如何影响认知和行为功能障碍方面的重要性。