Computational, Cognitive and Clinical Neuroimaging Laboratory, The Division of Experimental Medicine, Imperial College London, Hammersmith Hospital Campus, London, UK.
Neurology. 2013 May 14;80(20):1826-33. doi: 10.1212/WNL.0b013e3182929f38. Epub 2013 Apr 17.
We test the hypothesis that brain networks associated with cognitive function shift away from a "small-world" organization following traumatic brain injury (TBI).
We investigated 20 TBI patients and 21 age-matched controls. Resting-state functional MRI was used to study functional connectivity. Graph theoretical analysis was then applied to partial correlation matrices derived from these data. The presence of white matter damage was quantified using diffusion tensor imaging.
Patients showed characteristic cognitive impairments as well as evidence of damage to white matter tracts. Compared to controls, the graph analysis showed reduced overall connectivity, longer average path lengths, and reduced network efficiency. A particular impact of TBI is seen on a major network hub, the posterior cingulate cortex. Taken together, these results confirm that a network critical to cognitive function shows a shift away from small-world characteristics.
We provide evidence that key brain networks involved in supporting cognitive function become less small-world in their organization after TBI. This is likely to be the result of diffuse white matter damage, and may be an important factor in producing cognitive impairment after TBI.
我们检验了这样一个假设,即创伤性脑损伤(TBI)后,与认知功能相关的大脑网络会从“小世界”组织转变。
我们调查了 20 名 TBI 患者和 21 名年龄匹配的对照者。使用静息状态功能磁共振成像来研究功能连接。然后,将这些数据衍生的偏相关矩阵应用于图论分析。使用弥散张量成像来量化白质损伤的存在。
患者表现出典型的认知障碍,以及白质束损伤的证据。与对照组相比,图分析显示整体连通性降低,平均路径长度增加,网络效率降低。TBI 的一个特别影响是在后扣带回皮层这一主要网络枢纽上。总之,这些结果证实了支持认知功能的关键网络在 TBI 后其组织从“小世界”特征转变。
我们提供的证据表明,TBI 后,支持认知功能的关键大脑网络在组织上变得不那么“小世界”了。这可能是弥散性白质损伤的结果,可能是 TBI 后产生认知障碍的一个重要因素。