Zhuang Xiaowei, Mishra Virendra, Nandy Rajesh, Yang Zhengshi, Sreenivasan Karthik, Bennett Lauren, Bernick Charles, Cordes Dietmar
Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV, United States.
Department of Brain Health, University of Nevada, Las Vegas, NV, United States.
Front Neurol. 2020 Dec 10;11:602586. doi: 10.3389/fneur.2020.602586. eCollection 2020.
Previous neuroimaging studies have identified structural brain abnormalities in active professional fighters with repetitive head trauma and correlated these changes with fighters' neuropsychological impairments. However, brain changes in these fighters derived using neuroimaging techniques remain unclear. In this study, both static and dynamic functional connectivity alterations were investigated (1) between healthy normal control subjects (NC) and fighters and (2) between non-impaired and impaired fighters. Resting-state fMRI data were collected on 35 NC and 133 active professional fighters, including 68 impaired fighters and 65 non-impaired fighters, from the Professional Fighters Brain Health Study at our center. Impaired fighters performed worse on processing speed (PSS) tasks with visual-attention and working-memory demands. The static functional connectivity (sFC) matrix was estimated for every pair of regions of interest (ROI) using a subject-specific parcellation. The dynamic functional connectivity (dFC) was estimated using a sliding-window method, where the variability of each ROI pair across all windows represented the temporal dynamics. A linear regression model was fitted for all 168 subjects, and different t-contrast vectors were used for between-group comparisons. An association analysis was further conducted to evaluate FC changes associated with PSS task performances without creating artificial impairment group-divisions in fighters. Following corrections for multiple comparisons using network-based statistics, our study identified significantly reduced long-range frontal-temporal, frontal-occipital, temporal-occipital, and parietal-occipital sFC strengths in fighters than in NCs, corroborating with previously observed structural damages in corresponding white matter tracts in subjects experiencing repetitive head trauma. In impaired fighters, significantly decreased sFC strengths were found among key regions involved in visual-attention, executive and cognitive process, as compared to non-impaired fighters. Association analysis further reveals similar sFC deficits to worse PSS task performances in all 133 fighters. With our choice of dFC indices, we were not able to observe any significant dFC changes beyond a trend-level increased temporal variability among similar regions with weaker sFC strengths in impaired fighters. Collectively, our functional brain findings supplement previously reported structural brain abnormalities in fighters and are important to comprehensively understand brain changes in fighters with repetitive head trauma.
先前的神经影像学研究已经在患有重复性头部创伤的现役职业拳击手中发现了大脑结构异常,并将这些变化与拳击手的神经心理损伤联系起来。然而,使用神经影像学技术得出的这些拳击手的大脑变化仍不清楚。在本研究中,我们调查了(1)健康正常对照组(NC)与拳击手之间以及(2)未受损拳击手与受损拳击手之间的静态和动态功能连接改变。我们从本中心的职业拳击手脑健康研究中收集了35名NC和133名现役职业拳击手的静息态功能磁共振成像(fMRI)数据,其中包括68名受损拳击手和65名未受损拳击手。受损拳击手在具有视觉注意力和工作记忆需求的处理速度(PSS)任务中表现更差。使用特定于个体的脑区划分,对每对感兴趣区域(ROI)估计静态功能连接(sFC)矩阵。使用滑动窗口方法估计动态功能连接(dFC),其中所有窗口中每个ROI对的变异性代表时间动态。对所有168名受试者拟合线性回归模型,并使用不同的t对比向量进行组间比较。进一步进行关联分析,以评估与PSS任务表现相关的功能连接变化,而无需在拳击手中人为划分损伤组。在使用基于网络的统计方法对多重比较进行校正后,我们的研究发现,与NC相比,拳击手中远距离的额颞、额枕、颞枕和顶枕sFC强度显著降低,这与先前在经历重复性头部创伤的受试者相应白质束中观察到的结构损伤相一致。与未受损拳击手相比,在受损拳击手中,参与视觉注意力、执行和认知过程的关键区域之间的sFC强度显著降低。关联分析进一步揭示,在所有133名拳击手中,sFC缺陷与更差的PSS任务表现相似。就我们选择的dFC指标而言,除了受损拳击手中sFC强度较弱的相似区域之间时间变异性有增加趋势外,我们未能观察到任何显著的dFC变化。总体而言,我们关于大脑功能的研究结果补充了先前报道的拳击手中大脑结构异常的情况,对于全面了解患有重复性头部创伤的拳击手的大脑变化具有重要意义。