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对人类功能磁共振成像数据的网络分析表明,在模拟获得性脑损伤后会出现模块化重组。

Network analysis of human fMRI data suggests modular restructuring after simulated acquired brain injury.

作者信息

Ruiz Vargas E, Mitchell D G V, Greening S G, Wahl L M

机构信息

Department of Clinical Neurological Sciences, Western University, London, ON, N6G 2V4, Canada.

The Brain and Mind Institute, Western University, London, ON, N6A 5B7, Canada.

出版信息

Med Biol Eng Comput. 2016 Jan;54(1):235-48. doi: 10.1007/s11517-015-1396-2. Epub 2015 Oct 13.

Abstract

The pathophysiology underlying neurocognitive dysfunction following mild traumatic brain injury (TBI), or concussion, is poorly understood. In order to shed light on the effects of TBI at the functional network or modular level, our research groups are engaged in the acquisition and analysis of functional magnetic resonance imaging data from subjects post-TBI. Complementary to this effort, in this paper we use mathematical and computational techniques to determine how modular structure changes in response to specific mechanisms of injury. In particular, we examine in detail the potential effects of focal contusions, diffuse axonal degeneration and diffuse microlesions, illustrating the extent to which functional modules are preserved or degenerated by each type of injury. One striking prediction of our study is that the left and right hemispheres show a tendency to become functionally separated post-injury, but only in response to diffuse microlesions. We highlight other key differences among the effects of the three modelled injuries and discuss their clinical implications. These results may help delineate the functional mechanisms underlying several of the cognitive sequelae associated with TBI.

摘要

轻度创伤性脑损伤(TBI)或脑震荡后神经认知功能障碍的病理生理学仍未得到充分理解。为了阐明TBI在功能网络或模块水平上的影响,我们的研究团队致力于获取和分析TBI患者的功能磁共振成像数据。作为这项工作的补充,在本文中,我们使用数学和计算技术来确定模块化结构如何响应特定的损伤机制而发生变化。特别是,我们详细研究了局灶性挫伤、弥漫性轴突退变和弥漫性微损伤的潜在影响,说明了每种损伤类型对功能模块的保留或退变程度。我们研究的一个显著预测是,损伤后左、右半球显示出功能分离的趋势,但仅针对弥漫性微损伤。我们强调了三种模拟损伤影响之间的其他关键差异,并讨论了它们的临床意义。这些结果可能有助于阐明与TBI相关的几种认知后遗症的功能机制。

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