TY - JOUR
T1 - Reorganized Hubs of Brain Functional Networks after Acute Mild Traumatic Brain Injury
AU - Bai, Lijun
AU - Yin, Bo
AU - Lei, Shuoyan
AU - Li, Tianhui
AU - Wang, Shan
AU - Pan, Yizhen
AU - Gan, Shuoqiu
AU - Jia, Xiaoyan
AU - Li, Xuan
AU - Xiong, Feng
AU - Yan, Zhihan
AU - Bai, Guanghui
N1 - Publisher Copyright:
© Copyright 2023, Mary Ann Liebert, Inc., publishers 2023.
PY - 2023/1/1
Y1 - 2023/1/1
N2 - Mild traumatic brain injury (mTBI)-Associated damage to hub regions can lead to disrupted modular structures of functional brain networks and may result in widespread cognitive and behavioral deficits. The spatial layout of brain connections and modules is essential for understanding the reorganization of brain networks to trauma. We investigated the roles of hubs in inter-subnetwork information coordination and integration using participation coefficients (PCs) in 74 patients with acute mTBI and 51 matched healthy controls. In some brain networks, such as default mode network (DMN) and frontoparietal network (FPN), mild TBI patients had decreased PC levels, while this measure was saliently increased in patients in other networks, such as the visual network. The hub disruption index was defined as the gradient of a straight line fitted to scatterplots of individual mTBI in participation coefficient versus mean participation coefficient of healthy groups. There was a trend of radical reorganization of some efficient "hub"nodes in patients (κ =-0.15), compared with controls (κ close to 0). The PC of brain hubs can also differentiate mTBI patients from controls with an 88% accuracy, and decreased PC levels in FPN can predict patient' s worse cognitive information processing speed (r = 0.36, p < 0.002) and working memory performance (r = 0.35, p < 0.002). Reduced PC within the DMN was associated with patients' complaints of post-concussion symptoms (r =-0.35, p < 0.002). This evidence suggests a trend of spatial transition of hub profiles in acute mTBI, and graph metrics of PC measures can be used as potential diagnostic biomarkers.
AB - Mild traumatic brain injury (mTBI)-Associated damage to hub regions can lead to disrupted modular structures of functional brain networks and may result in widespread cognitive and behavioral deficits. The spatial layout of brain connections and modules is essential for understanding the reorganization of brain networks to trauma. We investigated the roles of hubs in inter-subnetwork information coordination and integration using participation coefficients (PCs) in 74 patients with acute mTBI and 51 matched healthy controls. In some brain networks, such as default mode network (DMN) and frontoparietal network (FPN), mild TBI patients had decreased PC levels, while this measure was saliently increased in patients in other networks, such as the visual network. The hub disruption index was defined as the gradient of a straight line fitted to scatterplots of individual mTBI in participation coefficient versus mean participation coefficient of healthy groups. There was a trend of radical reorganization of some efficient "hub"nodes in patients (κ =-0.15), compared with controls (κ close to 0). The PC of brain hubs can also differentiate mTBI patients from controls with an 88% accuracy, and decreased PC levels in FPN can predict patient' s worse cognitive information processing speed (r = 0.36, p < 0.002) and working memory performance (r = 0.35, p < 0.002). Reduced PC within the DMN was associated with patients' complaints of post-concussion symptoms (r =-0.35, p < 0.002). This evidence suggests a trend of spatial transition of hub profiles in acute mTBI, and graph metrics of PC measures can be used as potential diagnostic biomarkers.
KW - functional brain network
KW - mild traumatic brain injury
KW - network hubs
KW - participation coefficient
KW - support vector machine
UR - https://www.scopus.com/pages/publications/85145645490
U2 - 10.1089/neu.2021.0450
DO - 10.1089/neu.2021.0450
M3 - 文章
C2 - 35747994
AN - SCOPUS:85145645490
SN - 0897-7151
VL - 40
SP - 63
EP - 73
JO - Journal of Neurotrauma
JF - Journal of Neurotrauma
IS - 1-2
ER -