自然电影观看过程中的视觉皮层网络图谱分析表明,轻度创伤性脑损伤后整合功能增强,分离功能减弱

Vision Pub Date : 2024-05-10 DOI:10.3390/vision8020033
Tatiana Ruiz, Shael Brown, Reza Farivar
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引用次数: 0

摘要

传统的神经影像学方法已经确定了轻度创伤性脑损伤(mTBI)后大脑活动模式的改变,特别是在休息、复杂任务和正常视觉时。然而,利用图论研究轻微脑损伤后大脑网络变化的结果各不相同,这受到所分析的特定网络和任务要求的影响。在我们的研究中,我们采用功能磁共振成像技术观察了 17 名 mTBI 患者和 54 名健康人在观看一部简单、无叙事性的水下影片时的情况,模拟了日常视觉任务。这种方法揭示了与 mTBI 相关的网络连接、效率和组织的重大变化。具体来说,mTBI 组表现出更高的整体连通性和局部网络专业化,这表明他们的信息整合能力得到了增强,但大脑的处理能力并未因此而不堪重负。相反,与健康对照组相比,这些患者表现出较低的网络分离度,表明大脑功能的分区较少。除初级视觉区域外,这些模式在各种视觉皮层子网络中都是一致的。我们的研究结果凸显了在基于图形的神经成像中使用自然刺激来了解 mTBI 以及可能影响大脑整合的其他疾病的大脑网络改变的潜力。
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Graph Analysis of the Visual Cortical Network during Naturalistic Movie Viewing Reveals Increased Integration and Decreased Segregation Following Mild TBI
Traditional neuroimaging methods have identified alterations in brain activity patterns following mild traumatic brain injury (mTBI), particularly during rest, complex tasks, and normal vision. However, studies using graph theory to examine brain network changes in mTBI have produced varied results, influenced by the specific networks and task demands analyzed. In our study, we employed functional MRI to observe 17 mTBI patients and 54 healthy individuals as they viewed a simple, non-narrative underwater film, simulating everyday visual tasks. This approach revealed significant mTBI-related changes in network connectivity, efficiency, and organization. Specifically, the mTBI group exhibited higher overall connectivity and local network specialization, suggesting enhanced information integration without overwhelming the brain’s processing capabilities. Conversely, these patients showed reduced network segregation, indicating a less compartmentalized brain function compared to healthy controls. These patterns were consistent across various visual cortex subnetworks, except in primary visual areas. Our findings highlight the potential of using naturalistic stimuli in graph-based neuroimaging to understand brain network alterations in mTBI and possibly other conditions affecting brain integration.
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