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轻度创伤性脑损伤病史与士兵较低的脑网络恢复力相关。

Mild traumatic brain injury history is associated with lower brain network resilience in soldiers.

作者信息

Powell Jacob R, Hopfinger Joseph B, Giovanello Kelly S, Walton Samuel R, DeLellis Stephen M, Kane Shawn F, Means Gary E, Mihalik Jason P

机构信息

Matthew Gfeller Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.

Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.

出版信息

Brain Commun. 2023 Jul 27;5(4):fcad201. doi: 10.1093/braincomms/fcad201. eCollection 2023.

Abstract

Special Operations Forces combat soldiers sustain frequent blast and blunt neurotrauma, most often classified as mild traumatic brain injuries. Exposure to repetitive mild traumatic brain injuries is associated with persistent behavioural, cognitive, emotional and neurological symptoms later in life. Identifying neurophysiological changes associated with mild traumatic brain injury exposure, in the absence of present-day symptoms, is necessary for detecting future neurological risk. Advancements in graph theory and functional MRI have offered novel ways to analyse complex whole-brain network connectivity. Our purpose was to determine how mild traumatic brain injury history, lifetime incidence and recency affected whole-brain graph theoretical outcome measures. Healthy male Special Operations Forces combat soldiers (age = 33.2 ± 4.3 years) underwent multimodal neuroimaging at a biomedical research imaging centre using 3T Siemens Prisma or Biograph MRI scanners in this cross-sectional study. Anatomical and functional scans were preprocessed. The blood-oxygen-level-dependent signal was extracted from each functional MRI time series using the Big Brain 300 atlas. Correlations between atlas regions were calculated and Fisher -transformed to generate subject-level correlation matrices. The Brain Connectivity Toolbox was used to obtain functional network measures for global efficiency (the average inverse shortest path length), local efficiency (the average global efficiency of each node and its neighbours), and assortativity coefficient (the correlation coefficient between the degrees of all nodes on two opposite ends of a link). General linear models were fit to compare mild traumatic brain injury lifetime incidence and recency. Nonparametric ANOVAs were used for tests on non-normally distributed data. Soldiers with a history of mild traumatic brain injury had significantly lower assortativity than those who did not self-report mild traumatic brain injury ( = 2.44, = 0.016). The assortativity coefficient was significantly predicted by continuous mild traumatic brain injury lifetime incidence [ = 6.51, = 0.012]. No differences were observed between recency groups, and no global or local efficiency differences were observed between mild traumatic brain injury history and lifetime incidence groups. Brain networks with greater assortativity have more resilient, interconnected hubs, while those with lower assortativity indicate widely distributed, vulnerable hubs. Greater lifetime mild traumatic brain injury incidence predicted lower assortativity in our study sample. Less resilient brain networks may represent a lack of physiological recovery in mild traumatic brain injury patients, who otherwise demonstrate clinical recovery, more vulnerability to future brain injury and increased risk for accelerated age-related neurodegenerative changes. Future longitudinal studies should investigate whether decreased brain network resilience may be a predictor for long-term neurological dysfunction.

摘要

特种作战部队的战斗士兵经常遭受爆炸性和钝性神经创伤,大多数情况下被归类为轻度创伤性脑损伤。反复暴露于轻度创伤性脑损伤与日后持续出现的行为、认知、情感和神经症状有关。在没有当前症状的情况下,识别与轻度创伤性脑损伤暴露相关的神经生理变化对于检测未来的神经风险至关重要。图论和功能磁共振成像的进展提供了分析复杂全脑网络连通性的新方法。我们的目的是确定轻度创伤性脑损伤病史、终生发病率和近期发病情况如何影响全脑图论结果指标。在这项横断面研究中,健康的男性特种作战部队战斗士兵(年龄 = 33.2 ± 4.3岁)在生物医学研究成像中心使用3T西门子Prisma或Biograph磁共振成像扫描仪接受了多模态神经成像检查。对解剖学和功能扫描进行了预处理。使用大脑300图谱从每个功能磁共振成像时间序列中提取血氧水平依赖信号。计算图谱区域之间的相关性,并进行费舍尔变换以生成受试者水平的相关矩阵。使用脑连接工具箱获得功能网络指标,包括全局效率(平均逆最短路径长度)、局部效率(每个节点及其邻居的平均全局效率)和聚类系数(链路两端所有节点度数之间的相关系数)。采用一般线性模型比较轻度创伤性脑损伤的终生发病率和近期发病情况。对非正态分布数据的检验使用非参数方差分析。有轻度创伤性脑损伤病史的士兵的聚类系数显著低于那些未自我报告有轻度创伤性脑损伤的士兵(t = 2.44,P = 0.016)。聚类系数由持续性轻度创伤性脑损伤的终生发病率显著预测(β = 6.51,P = 0.012)。近期发病组之间未观察到差异,轻度创伤性脑损伤病史组和终生发病率组之间也未观察到全局或局部效率差异。聚类系数较高的脑网络具有更具弹性、相互连接的枢纽,而聚类系数较低的脑网络则表明枢纽分布广泛且易受影响。在我们的研究样本中,终生轻度创伤性脑损伤发病率较高预示着聚类系数较低。弹性较差的脑网络可能代表轻度创伤性脑损伤患者缺乏生理恢复,这些患者在其他方面表现出临床恢复,但更容易遭受未来的脑损伤,并且加速与年龄相关的神经退行性变化的风险增加。未来的纵向研究应调查脑网络弹性降低是否可能是长期神经功能障碍的预测指标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb43/10400114/c45c82071075/fcad201_ga1.jpg

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