So Isis, Meusel Liesel-Ann C, Sharma Bhanu, Monette Georges A, Colella Brenda, Wheeler Anne L, Rabin Jennifer S, Mikulis David J, Green Robin E A
Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
KITE Toronto Rehabilitation Institute-University Health Network, Toronto, Ontario, Canada.
J Neurotrauma. 2023 Apr;40(7-8):665-682. doi: 10.1089/neu.2022.0242. Epub 2023 Jan 17.
Longitudinal neuroimaging studies aid our understanding of recovery mechanisms in moderate-to-severe traumatic brain injury (TBI); however, there is a dearth of longitudinal functional connectivity research. Our aim was to characterize longitudinal functional connectivity patterns in two clinically important brain networks, the frontoparietal network (FPN) and the default mode network (DMN), in moderate-to-severe TBI. This inception cohort study of prospectively collected longitudinal data used resting-state functional magnetic resonance imaging (fMRI) to characterize functional connectivity patterns in the FPN and DMN. Forty adults with moderate-to-severe TBI (mean ± standard deviation [SD]; age = 39.53 ± 16.49 years, education = 13.92 ± 3.20 years, lowest Glasgow Coma Scale score = 6.63 ± 3.24, sex = 70% male) were scanned at approximately 0.5, 1-1.5, and 3+ years post-injury. Seventeen healthy, uninjured participants (mean ± SD; age = 38.91 ± 15.57 years, education = 15.11 ± 2.71 years, sex = 29% male) were scanned at baseline and approximately 11 months afterwards. Group independent component analyses and linear mixed-effects modeling with linear splines that contained a knot at 1.5 years post-injury were employed to investigate longitudinal network changes, and associations with covariates, including age, sex, and injury severity. In patients with TBI, functional connectivity in the right FPN increased from approximately 0.5 to 1.5 years post-injury (unstandardized estimate = 0.19, standard error [SE] = 0.07, 0.009), contained a slope change in the opposite direction, from positive to negative at 1.5 years post-injury (estimate = -0.21, SE = 0.11, 0.009), and marginally declined afterwards (estimate = -0.10, SE = 0.06, 0.079). Functional connectivity in the DMN increased from approximately 0.5 to 1.5 years (estimate = 0.15, SE = 0.05, 0.006), contained a slope change in the opposite direction, from positive to negative at 1.5 years post-injury (estimate = -0.19, SE = 0.08, 0.021), and was estimated to decline from 1.5 to 3+ years (estimate = -0.04, SE = 0.04, 0.303). Similarly, the left FPN increased in functional connectivity from approximately 0.5 to 1.5 years post-injury (estimate = 0.15, SE = 0.05, 0.002), contained a slope change in the opposite direction, from positive to negative at 1.5 years post-injury (estimate = -0.18, SE = 0.07, 0.008), and was estimated to decline thereafter (estimate = -0.04, SE = 0.03, 0.254). At approximately 0.5 years post-injury, patients showed hypoconnectivity compared with healthy, uninjured participants at baseline. Covariates were not significantly associated in any of the models. Findings of early improvement but a tapering and possible decline in connectivity thereafter suggest that compensatory effects are time-limited. These later reductions in connectivity mirror growing evidence of behavioral and structural decline in chronic moderate-to-severe TBI. Targeting such declines represents a novel avenue of research and offers potential for improving clinical outcomes.
纵向神经影像学研究有助于我们理解中重度创伤性脑损伤(TBI)的恢复机制;然而,纵向功能连接性研究却很匮乏。我们的目的是描绘中重度TBI患者两个临床上重要的脑网络,即额顶叶网络(FPN)和默认模式网络(DMN)的纵向功能连接模式。这项前瞻性收集纵向数据的初始队列研究使用静息态功能磁共振成像(fMRI)来描绘FPN和DMN的功能连接模式。40名中重度TBI成人患者(平均±标准差[SD];年龄=39.53±16.49岁,受教育年限=13.92±3.20年,格拉斯哥昏迷量表最低得分=6.63±3.24,70%为男性)在受伤后约0.5年、1 - 1.5年和3年以上接受扫描。17名健康未受伤参与者(平均±SD;年龄=38.91±15.57岁,受教育年限=15.11±2.71年,29%为男性)在基线时和大约11个月后接受扫描。采用组独立成分分析和含受伤后1.5年节点的线性样条线性混合效应模型来研究纵向网络变化以及与年龄、性别和损伤严重程度等协变量的关联。在TBI患者中,右侧FPN的功能连接在受伤后约0.5年至1.5年增加(未标准化估计值=0.19,标准误[SE]=0.07,P=0.009),在受伤后1.5年出现相反方向的斜率变化,从正向负向转变(估计值=-0.21,SE=0.11,P=0.009),之后略有下降(估计值=-0.10,SE=0.