Gatica Marilyn, Atkinson-Clement Cyril, Mediano Pedro A M, Alkhawashki Mohammad, Ross James, Sallet Jérôme, Kaiser Marcus
Precision Imaging, School of Medicine, University of Nottingham, Nottingham, United Kingdom.
NPLab, Network Science Institute, Northeastern University London, London, United Kingdom.
Netw Neurosci. 2024 Dec 10;8(4):1032-1050. doi: 10.1162/netn_a_00388. eCollection 2024.
Low-intensity transcranial ultrasound stimulation (TUS) is a noninvasive technique that safely alters neural activity, reaching deep brain areas with good spatial accuracy. We investigated the effects of TUS in macaques using a recent metric, the synergy minus redundancy rank gradient, which quantifies different kinds of neural information processing. We analyzed this high-order quantity on the fMRI data after TUS in two targets: the supplementary motor area (SMA-TUS) and the frontal polar cortex (FPC-TUS). The TUS produced specific changes at the limbic network at FPC-TUS and the motor network at SMA-TUS and altered the sensorimotor, temporal, and frontal networks in both targets, mostly consistent across macaques. Moreover, there was a reduction in the structural and functional coupling after both stimulations. Finally, the TUS changed the intrinsic high-order network topology, decreasing the modular organization of the redundancy at SMA-TUS and increasing the synergistic integration at FPC-TUS.
低强度经颅超声刺激(TUS)是一种非侵入性技术,可安全地改变神经活动,以良好的空间精度到达深部脑区。我们使用一种最新指标——协同减去冗余秩梯度,来量化不同类型的神经信息处理,研究了TUS对猕猴的影响。我们在对两个靶点进行TUS后,基于功能磁共振成像(fMRI)数据对这一高阶量进行了分析:辅助运动区(SMA-TUS)和额极皮层(FPC-TUS)。TUS在FPC-TUS的边缘网络和SMA-TUS的运动网络产生了特定变化,并改变了两个靶点的感觉运动、颞叶和额叶网络,在猕猴中大多具有一致性。此外,两种刺激后结构和功能耦合均减少。最后,TUS改变了内在高阶网络拓扑结构,降低了SMA-TUS冗余的模块化组织,并增加了FPC-TUS的协同整合。