A Longitudinal Study of White Matter Functional Network in Mild Traumatic Brain Injury

被引:21
作者
Jia, Xiaoyan [1 ]
Chang, Xuebin [2 ]
Bai, Lijun [1 ]
Wang, Yulin [3 ,4 ]
Dong, Debo [2 ,5 ]
Gan, Shuoqiu [1 ]
Wang, Shan [1 ]
Li, Xuan [1 ]
Yang, Xuefei [1 ]
Sun, Yinxiang [6 ]
Li, Tianhui [1 ]
Xiong, Feng [1 ]
Niu, Xuan [6 ]
Yan, Hao [7 ,8 ]
机构
[1] Xi An Jiao Tong Univ, Dept Biomed Engn, Xian, Peoples R China
[2] Univ Elect Sci & Technol China, Clin Hosp Chengdu Brain Sci Inst, Sch Life Sci & Technol, Chengdu, Peoples R China
[3] Vrije Univ Brussel, Dept Expt & Appl Psychol, Brussels, Belgium
[4] Univ Ghent, Dept Data Anal, Ghent, Belgium
[5] Res Ctr Julich, Inst Neurosci & Med, Brain & Behav INM 7, Julich, Germany
[6] Xi An Jiao Tong Univ, Dept Med Imaging, Affiliated Hosp 1, Xian, Peoples R China
[7] Xian Int Studies Univ, Key Lab Artificial Intelligence & Cognit Neurosci, Wen Yuan Nan Rd, Xian 710128, Shaanxi, Peoples R China
[8] Xidian Univ, Dept Linguist, Xian, Peoples R China
基金
美国国家科学基金会; 国家教育部科学基金资助;
关键词
compensatory mechanism; fMRI; mild traumatic brain injury; resting-state functional connectivity; white matter functional networks; CONNECTIVITY; ORGANIZATION; ASSOCIATION; DYSFUNCTION; INTEGRITY; SEVERITY; PATHWAYS; RECOVERY; TRACTS; REST;
D O I
10.1089/neu.2021.0017
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Some patients after mild traumatic brain injury (mTBI) experience microstructural damages in the long-distance white matter (WM) connections, which disrupts the functional connectome of large-scale brain networks that support cognitive function. Patterns of WM structural damage following mTBI were well documented using diffusion tensor imaging (DTI). However, the functional organization of WM and its association with gray matter functional networks (GM-FNs) and its DTI metrics remain unknown. The present study adopted resting-state functional magnetic resonance imaging to explore WM functional properties in mTBI patients (108 acute patients, 48 chronic patients, 46 healthy controls [HCs]). Eleven large-scale WM functional networks (WM-FNs) were constructed by the k-means clustering algorithm of voxel-wise WM functional connectivity (FC). Compared with HCs, acute mTBI patients observed enhanced FC between inferior fronto-occipital fasciculus (IFOF) WM-FN and primary sensorimotor WM-FNs, and cortical primary sensorimotor GM-FNs. Further, acute mTBI patients showed increased DTI metrics (mean diffusivity, axial diffusivity, and radial diffusivity) in deep WM-FNs and higher-order cognitive WM-FNs. Moreover, mTBI patients demonstrated full recovery of FC and partial recovery of DTI metrics in the chronic stage. Additionally, enhanced FC between IFOF WM-FN and anterior cerebellar GM-FN was correlated with impaired information processing speed. Our findings provide novel evidence for functional and structural alteration of WM-FNs in mTBI patients. Importantly, the convergent damage of the IFOF network might imply its crucial role in our understanding of the pathophysiology mechanism of mTBI patients.
引用
收藏
页码:2686 / 2697
页数:12
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