Yitao Lin, Lv Zhou, Xin Wei, Yongchen Fan, Ying Wu
School of Aerospace Engineering, Xi'an Jiaotong University, Xi'an, 710049 China.
State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi'an, 710049 China.
Cogn Neurodyn. 2024 Aug;18(4):1931-1941. doi: 10.1007/s11571-023-10054-0. Epub 2024 Jan 12.
Chronic exposure to the hypobaric hypoxia environment of plateau could influence human cognitive behaviours which are supported by dynamic brain connectivity states. Until now, how functional connectivity (FC) of the brain network changes with altitudes is still unclear. In this article, we used EEG data of the Go/NoGo paradigm from Weinan (347 m) and Nyingchi (2950 m). A combination of dynamic FC (dFC) and the K-means cluster was employed to extract dynamic FC states which were later distinguished by graph metrics. Besides, temporal properties of networks such as fractional windows (FW), transition numbers (TN) and mean dwell time (MDT) were calculated. Finally, we successfully extracted two different states from dFC matrices where State 1 was verified to have higher functional integration and segregation. The dFC states dynamically switched during the Go/NoGo tasks and the FW of State 1 showed a rise in the high-altitude participants. Also, in the regional analysis, we found higher state deviation in the fronto-parietal cortices and enhanced FC strength in the occipital lobe. These results demonstrated that long-term exposure to the high-altitude environment could lead brain networks to reorganize as networks with higher inter- and intra-networks information transfer efficiency, which could be attributed to a compensatory mechanism to the compromised brain function due to the plateau environment. This study provides a new perspective in considering how the plateau impacted cognitive impairment.
长期暴露于高原的低压低氧环境会影响人类的认知行为,而这些行为由动态的脑连接状态所支持。到目前为止,大脑网络的功能连接(FC)如何随海拔变化仍不清楚。在本文中,我们使用了来自渭南(347米)和林芝(2950米)的Go/NoGo范式的脑电图数据。采用动态FC(dFC)和K均值聚类相结合的方法来提取动态FC状态,随后通过图指标对其进行区分。此外,还计算了网络的时间属性,如分数窗口(FW)、转换次数(TN)和平均停留时间(MDT)。最后,我们成功地从dFC矩阵中提取出两种不同的状态,其中状态1被证实具有更高的功能整合和分离度。在Go/NoGo任务期间,dFC状态动态切换,并且状态1的FW在高海拔参与者中呈现上升趋势。此外,在区域分析中,我们发现额顶叶皮质的状态偏差更高,枕叶的FC强度增强。这些结果表明,长期暴露于高海拔环境会导致脑网络重新组织为具有更高网络间和网络内信息传递效率的网络,这可能归因于对高原环境导致的脑功能受损的一种代偿机制。本研究为考虑高原如何影响认知障碍提供了一个新的视角。