Longitudinal Patterns of Functional Connectivity in Moderate-to-Severe Traumatic Brain Injury

被引:5
作者
So, Isis [1 ,2 ]
Meusel, Liesel-Ann C. [2 ]
Sharma, Bhanu [2 ,3 ]
Monette, Georges A. A. [4 ]
Colella, Brenda [2 ]
Wheeler, Anne L. L. [5 ,6 ]
Rabin, Jennifer S. S. [7 ,8 ,9 ]
Mikulis, David J. J. [1 ,10 ]
Green, Robin E. A. [1 ,2 ,9 ]
机构
[1] Univ Toronto, Inst Med Sci, Temerty Fac Med, Toronto, ON, Canada
[2] Univ Hlth Network, KITE Toronto Rehabil Inst, Toronto, ON, Canada
[3] McMaster Univ, Dept Med Sci, Hamilton, ON, Canada
[4] York Univ, Dept Math & Stat, Toronto, ON, Canada
[5] Hosp Sick Children, Neurosci & Mental Hlth, Toronto, ON, Canada
[6] Univ Toronto, Dept Physiol, Toronto, ON, Canada
[7] Sunnybrook Res Inst, Harquail Ctr Neuromodulat, Hurvitz Brain Sci Program, Toronto, ON, Canada
[8] Sunnybrook Hlth Sci Ctr, Dept Med Neurol, Toronto, ON, Canada
[9] Univ Toronto, Rehabil Sci Inst, 550 Univ Ave,Room 11-161, Toronto, ON M5G 2A2, Canada
[10] Univ Hlth Network, Toronto Western Hosp, Dept Med Imaging, Toronto, ON, Canada
关键词
functional connectivity; longitudinal; magnetic resonance imaging; recovery; traumatic brain injury; DEFAULT-MODE; NETWORK; MEMORY; REORGANIZATION; NEUROPLASTICITY; ASSOCIATION; DYSFUNCTION; PROGRESSION; PLASTICITY; ATTENTION;
D O I
10.1089/neu.2022.0242
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
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, p = 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, p = 0.009), and marginally declined afterwards (estimate = -0.10, SE = 0.06, p = 0.079). Functional connectivity in the DMN increased from approximately 0.5 to 1.5 years (estimate = 0.15, SE = 0.05, p = 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, p = 0.021), and was estimated to decline from 1.5 to 3+ years (estimate = -0.04, SE = 0.04, p = 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, p = 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, p = 0.008), and was estimated to decline thereafter (estimate = -0.04, SE = 0.03, p = 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.
引用
收藏
页码:665 / 682
页数:18
相关论文
共 95 条
[31]   The Rich Get Richer: Brain Injury Elicits Hyperconnectivity in Core Subnetworks [J].
Hillary, Frank G. ;
Rajtmajer, Sarah M. ;
Roman, Cristina A. ;
Medaglia, John D. ;
Slocomb-Dluzen, Julia E. ;
Calhoun, Vincent D. ;
Good, David C. ;
Wylie, Glenn R. .
PLOS ONE, 2014, 9 (08)
[32]   Longitudinal cognitive changes in traumatic brain injury - A 30-year follow-up study [J].
Himanen, L ;
Portin, R ;
Isoniemi, H ;
Helenius, H ;
Kurki, T ;
Tenovuo, O .
NEUROLOGY, 2006, 66 (02) :187-192
[33]  
Hollingshead A.B., 1958, Social class and mental illness, DOI [DOI 10.1037/10645-000, 10.1037/10645-000]
[34]  
Howell D. C., 2010, Statistical Methods for Psychology, V7th
[35]   Resting-State Functional Magnetic Resonance Imaging of Interhemispheric Functional Connectivity in Experimental Traumatic Brain Injury [J].
Huang, Shiliang ;
Shen, Qiang ;
Watts, Lora Talley ;
Long, Justin A. ;
O'Boyle, Michael ;
Nguyen, Tony ;
Muir, Eric ;
Duong, Timothy Q. .
NEUROTRAUMA REPORTS, 2021, 2 (01) :526-540
[36]   Use-dependent exacerbation of brain damage occurs during an early post-lesion vulnerable period [J].
Humm, JL ;
Kozlowski, DA ;
James, DC ;
Gotts, JE ;
Schallert, T .
BRAIN RESEARCH, 1998, 783 (02) :286-292
[37]   Understanding the Mechanisms of Recovery and/or Compensation following Injury [J].
Hylin, Michael J. ;
Kerr, Abigail L. ;
Holden, Ryan .
NEURAL PLASTICITY, 2017, 2017
[38]   Vicarious function within the human primary motor cortex? [J].
Jaillard, A ;
Martin, CD ;
Garambois, K ;
Lebas, JF ;
Hommel, M .
BRAIN, 2005, 128 :1122-1138
[39]   Neuroplasticity in Brain Injury: Maximizing Recovery [J].
Jasey, Neil ;
Ward, Irene .
CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS, 2019, 7 (04) :333-340
[40]   FSL [J].
Jenkinson, Mark ;
Beckmann, Christian F. ;
Behrens, Timothy Ej. ;
Woolrich, Mark W. ;
Smith, Stephen M. .
NEUROIMAGE, 2012, 62 (02) :782-790