Physiology and Psychology Section, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.
Department of Social Psychology and Quantitative Psychology, School of Psychology, Institute of Neuroscience, Institute of Complex Systems, University of Barcelona, Barcelona, Spain.
PLoS One. 2020 Jan 6;15(1):e0226816. doi: 10.1371/journal.pone.0226816. eCollection 2020.
The assessment of task-independent functional connectivity (FC) after a lesion causing hemianopia remains an uncovered topic and represents a crucial point to better understand the neural basis of blindsight (i.e. unconscious visually triggered behavior) and visual awareness. In this light, we evaluated functional connectivity (FC) in 10 hemianopic patients and 10 healthy controls in a resting state paradigm. The main aim of this study is twofold: first of all we focused on the description and assessment of density and intensity of functional connectivity and network topology with and without a lesion affecting the visual pathway, and then we extracted and statistically compared network metrics, focusing on functional segregation, integration and specialization. Moreover, a study of 3-cycle triangles with prominent connectivity was conducted to analyze functional segregation calculated as the area of each triangle created connecting three neighboring nodes. To achieve these purposes we applied a graph theory-based approach, starting from Pearson correlation coefficients extracted from pairs of regions of interest. In these analyses we focused on the FC extracted by the whole brain as well as by four resting state networks: The Visual (VN), Salience (SN), Attention (AN) and Default Mode Network (DMN), to assess brain functional reorganization following the injury. The results showed a general decrease in density and intensity of functional connections, that leads to a less compact structure characterized by decrease in functional integration, segregation and in the number of interconnected hubs in both the Visual Network and the whole brain, despite an increase in long-range inter-modules connections (occipito-frontal connections). Indeed, the VN was the most affected network, characterized by a decrease in intra- and inter-network connections and by a less compact topology, with less interconnected nodes. Surprisingly, we observed a higher functional integration in the DMN and in the AN regardless of the lesion extent, that may indicate a functional reorganization of the brain following the injury, trying to compensate for the general reduced connectivity. Finally we observed an increase in functional specialization (lower between-network connectivity) and in inter-networks functional segregation, which is reflected in a less compact network topology, highly organized in functional clusters. These descriptive findings provide new insight on the spontaneous brain activity in hemianopic patients by showing an alteration in the intrinsic architecture of a large-scale brain system that goes beyond the impairment of a single RSN.
评估病变导致偏盲后的任务独立功能连接(FC)仍然是一个未被覆盖的课题,这是更好地理解盲视(即无意识的视觉触发行为)和视觉意识的神经基础的关键。有鉴于此,我们在静息状态范式中评估了 10 名偏盲患者和 10 名健康对照者的功能连接。这项研究的主要目的有两个:首先,我们专注于描述和评估在视觉通路受到损伤前后功能连接的密度和强度以及网络拓扑结构;然后,我们提取并统计比较网络指标,重点关注功能分离、整合和专业化。此外,我们还进行了具有突出连通性的 3 循环三角形的研究,以分析通过连接三个相邻节点创建的每个三角形区域计算出的功能分离。为了实现这些目的,我们应用了基于图论的方法,从感兴趣区域对的 Pearson 相关系数开始。在这些分析中,我们专注于整个大脑以及四个静息态网络(VN、SN、AN 和 DMN)提取的 FC,以评估损伤后的大脑功能重组。结果显示,功能连接的密度和强度普遍下降,导致结构不够紧凑,表现为功能整合、分离以及视觉网络和整个大脑中相互连接的中枢数量减少,尽管长程模块间连接(枕额连接)增加。事实上,VN 是受影响最严重的网络,其特点是内部和网络间连接减少,拓扑结构不紧凑,相互连接的节点较少。令人惊讶的是,我们观察到 DMN 和 AN 的功能整合度更高,而与损伤程度无关,这可能表明大脑在受伤后进行了功能重组,试图弥补整体连通性的降低。最后,我们观察到功能专业化(网络间连接减少)和网络间功能分离增加,这反映在网络拓扑结构不够紧凑,功能聚类高度组织化。这些描述性发现通过显示大尺度脑系统的内在结构发生改变,提供了对偏盲患者自发脑活动的新见解,这种改变超出了单一 RSN 的损伤。