1 Department of Psychology, Georgia State University , Atlanta, Georgia .
2 Neuroscience Institute, Georgia State University , Atlanta, Georgia .
Brain Connect. 2018 Sep;8(7):381-397. doi: 10.1089/brain.2018.0623.
Brain tumor (BT) patients often experience reduced cognitive abilities and disrupted adaptive functioning before and after treatment. An innovative approach to understanding the underlying brain networks associated with these outcomes has been to study the brain's functional connectivity (FC), the spatially distributed and temporally correlated activity throughout the brain, and how it can be affected by a tumor. The present review synthesized the extant BT FC literature that utilizes functional magnetic resonance imaging to study FC strength of commonly observed networks during rest and task. A systematic review of English articles using PubMed was conducted. Search terms included brain tumor OR glioma AND functional connectivity, independent component analysis, ICA, psychophysiological interaction, OR PPI. Studies in which participants were diagnosed with BTs as adults that evaluated specific networks of interest using independent component analysis or seed-based component analysis were included. Twenty-five studies met inclusion criteria. BT patients often presented with decreases in FC strength within well-established networks and increases in atypical FC patterns. Network differences were tumor adjacent and distal, and left hemisphere tumors generally had a greater impact on FC. FC alterations often correlated with behavioral or cognitive outcomes when assessed. Overall, BTs appear to lead to various alterations in FC across different functional networks, and the most common change is a decrease in expected FC strength. More longitudinal studies are needed to determine the time course of network alterations across treatment and recovery, the role of medical treatments in BT survivors' FC, and the potential of FC patterns as biomarkers of cognitive outcomes.
脑肿瘤(BT)患者在治疗前后经常经历认知能力下降和适应功能障碍。一种理解与这些结果相关的潜在大脑网络的创新方法是研究大脑的功能连接(FC),即大脑中空间分布和时间相关的活动,以及它如何受到肿瘤的影响。本综述综合了利用功能磁共振成像研究休息和任务期间常见网络的 FC 强度的现有 BT FC 文献。使用 PubMed 对英文文章进行了系统综述。搜索词包括脑肿瘤或神经胶质瘤和功能连接、独立成分分析、ICA、心理生理相互作用或 PPI。纳入了参与者被诊断为成人 BT 并使用独立成分分析或种子成分分析评估特定感兴趣网络的研究。符合纳入标准的研究有 25 项。BT 患者的 FC 强度通常在既定网络内下降,异常 FC 模式增加。网络差异与肿瘤相邻和远端有关,左半球肿瘤通常对 FC 的影响更大。当评估时,FC 改变通常与行为或认知结果相关。总体而言,BT 似乎导致不同功能网络的 FC 发生各种改变,最常见的变化是预期 FC 强度降低。需要更多的纵向研究来确定治疗和康复过程中网络改变的时间过程、医疗治疗在 BT 幸存者 FC 中的作用以及 FC 模式作为认知结果生物标志物的潜力。