Decoupling of Structural and Functional Connectivity in Hubs and Cognitive Impairment After Mild Traumatic Brain Injury

被引:21
|
作者
Wang, Shan [1 ]
Gan, Shuoqiu [1 ,2 ]
Yang, Xuefei [1 ]
Li, Tianhui [1 ]
Xiong, Feng [1 ]
Jia, Xiaoyan [1 ]
Sun, Yingxiang [2 ]
Liu, Jun [3 ]
Zhang, Ming [2 ]
Bai, Lijun [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Life Sci & Technol, Dept Biomed Engn, Key Lab Biomed Informat Engn,Minist Educ, Xian 710049, Peoples R China
[2] Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Med Imaging, Xian 710049, Peoples R China
[3] Cent South Univ, Xiangya Hosp 2, Dept Radiol, Changsha, Peoples R China
基金
中国国家自然科学基金;
关键词
decoupling; functional connectivity; hub regions; mild traumatic brain injury; structural connectivity; DEFAULT MODE; ANATOMICAL NETWORKS; ARCHITECTURE;
D O I
10.1089/brain.2020.0852
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Introduction: Mild traumatic brain injury (mild TBI) exhibited abnormal brain network topologies associated with cognitive dysfunction. However, it was still unclear which aspects of network organization were critical underlying the key pathology of mild TBI. Here, a multi-imaging strategy was applied to capture dynamic topological features of both structural and functional connectivity networks (SCNs and FCNs), to provide more sensitive detection of altered FCN from its anatomical backbone and identify novel biomarkers of mild TBI outcomes.Methods: A total of 62 mild TBI patients (30 subjects as an original sample with 3-12 months of follow-up, 32 subjects as independent replicated sample) and 37 healthy controls were recruited. Both diffusion tensor imaging and resting-state functional magnetic resonance imaging were used to create global connectivity matrices in the same individuals. Global and regional network analyses were applied to identify group differences and correlations with clinical assessments.Results: Most global network properties were conserved in both SCNs and FCNs in subacute mild TBI, whereas SCNs presented decreased global efficiency and characteristic path length at follow-up. Specifically, some hubs in healthy brain networks typically became nonhubs in patients and vice versa, such as the medial prefrontal cortex, superior temporal gyrus, and middle frontal gyrus. The relationship between structural and functional connectivity (SC and FC) in patients also showed salient decoupling as a function of time, primarily located in the hubs.Conclusions: These results suggested mild TBI influences the relationship between SCN and FCN, and the SC-FC coupling strength may be used as a potential biomarker to predict long-term outcomes after injury. Impact statementThe current study was the first study to explore the coupling of structural-functional connectivity (SC-FC) from large-scale whole-brain networks in patients with mild traumatic brain injury. The results showed that the global properties homeostatically conserved in functional connectivity networks while altered in structural connectivity networks. The SC-FC coupling strength showed salient decoupling as a function of time and primarily occurred in hub regions.
引用
收藏
页码:745 / 758
页数:14
相关论文
共 50 条
  • [21] DECREASED COUPLING STRENGTH BETWEEN STRUCTURAL AND FUNCTIONAL CONNECTIVITY NETWORKS AFTER MILD TRAUMATIC BRAIN INJURY
    Bai, Lijun
    Sun, Chuanzhu
    Cao, Jieli
    Gan, Shuoqiu
    Wang, Shan
    [J]. JOURNAL OF NEUROTRAUMA, 2018, 35 (16) : A195 - A195
  • [22] Cognitive impairment after mild traumatic brain injury - the value of memory testing
    Sharp, David J.
    [J]. NATURE CLINICAL PRACTICE NEUROLOGY, 2008, 4 (08): : 420 - 421
  • [23] Cognitive impairment after mild traumatic brain injury—the value of memory testing
    David J Sharp
    [J]. Nature Clinical Practice Neurology, 2008, 4 : 420 - 421
  • [24] S100 and cognitive impairment after mild traumatic brain injury
    de Boussard, CN
    Lundin, A
    Karlstedt, D
    Edman, G
    Bartfai, A
    Borg, J
    [J]. JOURNAL OF REHABILITATION MEDICINE, 2005, 37 (01) : 53 - 57
  • [25] Neuroimaging and Psychometric Assessment of Mild Cognitive Impairment After Traumatic Brain Injury
    Calvillo, Maria
    Irimia, Andrei
    [J]. FRONTIERS IN PSYCHOLOGY, 2020, 11
  • [26] Functional connectivity changes detected with magnetoencephalography after mild traumatic brain injury
    Dimitriadis, Stavros I.
    Zouridakis, George
    Rezaie, Roozbeh
    Babajani-Feremi, Abbas
    Papanicolaou, Andrew C.
    [J]. NEUROIMAGE-CLINICAL, 2015, 9 : 519 - 531
  • [27] Mild cognitive impairment and structural brain abnormalities in a sexagenarian with a history of childhood traumatic brain injury
    Van Horn, J. D.
    [J]. INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2018, 131 : S29 - S30
  • [28] Mild cognitive impairment and structural brain abnormalities in a sexagenarian with a history of childhood traumatic brain injury
    Van Horn, John Darrell
    Irimia, Andrei
    Torgerson, Carinna M.
    Bhattrai, Avnish
    Jacokes, Zachary
    Vespa, Paul M.
    [J]. JOURNAL OF NEUROSCIENCE RESEARCH, 2018, 96 (04) : 652 - 660
  • [29] Single Mild Traumatic Brain Injury Deteriorates Progressive Interhemispheric Functional and Structural Connectivity
    Wang, Zhuonan
    Zhang, Ming
    Sun, Chuanzhu
    Wang, Shan
    Cao, Jieli
    Wang, Kevin K. W.
    Gan, Shuoqiu
    Huang, Wenmin
    Niu, Xuan
    Zhu, Yanan
    Sun, Yingxiang
    Bai, Lijun
    [J]. JOURNAL OF NEUROTRAUMA, 2021, 38 (04) : 464 - 473
  • [30] Estimation of Brain Functional Connectivity in Patients with Mild Cognitive Impairment
    Farras-Permanyer, Laia
    Mancho-Fora, Nuria
    Montala-Flaquer, Marc
    Gudayol-Ferre, Esteve
    Bearitz Gallardo-Moreno, Geisa
    Zarabozo-Hurtado, Daniel
    Villuendas-Gonzalez, Erwin
    Pero-Cebollero, Maribel
    Guardia-Olmos, Joan
    [J]. BRAIN SCIENCES, 2019, 9 (12)