Mayer Andrew R, Ling Josef M, Allen Elena A, Klimaj Stefan D, Yeo Ronald A, Hanlon Faith M
1 The Mind Research Network/Lovelace Biomedical and Environmental Research Institute , Albuquerque, New Mexico.
2 Department of Neurology, University of New Mexico School of Medicine , Albuquerque, New Mexico.
J Neurotrauma. 2015 Jul 15;32(14):1046-55. doi: 10.1089/neu.2014.3542. Epub 2015 Mar 12.
Mild traumatic brain injury (mTBI) is the most common neurological disorder and is typically characterized by temporally limited cognitive impairment and emotional symptoms. Previous examinations of intrinsic resting state networks in mTBI have primarily focused on abnormalities in static functional connectivity, and deficits in dynamic functional connectivity have yet to be explored in this population. Resting-state data was collected on 48 semi-acute (mean = 14 days post-injury) mTBI patients and 48 matched healthy controls. A high-dimensional independent component analysis (N = 100) was utilized to parcellate intrinsic connectivity networks (ICN), with a priori hypotheses focusing on the default-mode network (DMN) and sub-cortical structures. Dynamic connectivity was characterized using a sliding window approach over 126 temporal epochs, with standard deviation serving as the primary outcome measure. Finally, distribution-corrected z-scores (DisCo-Z) were calculated to investigate changes in connectivity in a spatially invariant manner on a per-subject basis. Following appropriate correction for multiple comparisons, no significant group differences were evident on measures of static or dynamic connectivity within a priori ICN. Reduced (HC > mTBI patients) static connectivity was observed in the DMN at uncorrected (p < 0.005) thresholds. Finally, a trend (p = 0.07) for decreased dynamic connectivity in patients across all ICN was observed during spatially invariant analyses (DisCo-Z). In the semi-acute phase of recovery, mTBI was not reliably associated with abnormalities in static or dynamic functional connectivity within the DMN or sub-cortical structures.
轻度创伤性脑损伤(mTBI)是最常见的神经系统疾病,其典型特征是认知障碍和情绪症状在时间上有限。以往对mTBI患者静息态内在网络的研究主要集中在静态功能连接的异常上,而该人群动态功能连接的缺陷尚未得到探索。对48名半急性(平均伤后14天)mTBI患者和48名匹配的健康对照者收集了静息态数据。采用高维独立成分分析(N = 100)对内在连接网络(ICN)进行划分,先验假设聚焦于默认模式网络(DMN)和皮质下结构。使用滑动窗口方法在126个时间片段上表征动态连接,标准差作为主要结果指标。最后,计算分布校正z分数(DisCo-Z),以个体为基础以空间不变的方式研究连接性的变化。在对多重比较进行适当校正后,在先验ICN内的静态或动态连接测量上没有明显的组间差异。在未校正(p < 0.005)阈值下,DMN中观察到静态连接减少(健康对照>mTBI患者)。最后,在空间不变分析(DisCo-Z)中观察到所有ICN患者动态连接减少的趋势(p = 0.07)。在恢复的半急性阶段,mTBI与DMN或皮质下结构内静态或动态功能连接的异常没有可靠关联。