Cabrera-Álvarez Jesús, Sánchez-Claros Jaime, Carrasco-Gómez Martín, Del Cerro-León Alberto, Gómez-Ariza Carlos J, Maestú Fernando, Mirasso Claudio R, Susi Gianluca
Centre for Cognitive and Computational Neuroscience, Complutense University of Madrid, Madrid, Spain.
Department of Experimental Psychology, Complutense University of Madrid, Madrid, Spain.
Front Neurosci. 2023 Aug 16;17:1223950. doi: 10.3389/fnins.2023.1223950. eCollection 2023.
The alpha rhythm is often associated with relaxed wakefulness or idling and is altered by various factors. Abnormalities in the alpha rhythm have been linked to several neurological and psychiatric disorders, including Alzheimer's disease. Transcranial alternating current stimulation (tACS) has been proposed as a potential tool to restore a disrupted alpha rhythm in the brain by stimulating at the individual alpha frequency (IAF), although some research has produced contradictory results. In this study, we applied an IAF-tACS protocol over parieto-occipital areas to a sample of healthy subjects and measured its effects over the power spectra. Additionally, we used computational models to get a deeper understanding of the results observed in the experiment. Both experimental and numerical results showed an increase in alpha power of 8.02% with respect to the sham condition in a widespread set of regions in the cortex, excluding some expected parietal regions. This result could be partially explained by taking into account the orientation of the electric field with respect to the columnar structures of the cortex, showing that the gyrification in parietal regions could generate effects in opposite directions (hyper-/depolarization) at the same time in specific brain regions. Additionally, we used a network model of spiking neuronal populations to explore the effects that these opposite polarities could have on neural activity, and we found that the best predictor of alpha power was the average of the normal components of the electric field. To sum up, our study sheds light on the mechanisms underlying tACS brain activity modulation, using both empirical and computational approaches. Non-invasive brain stimulation techniques hold promise for treating brain disorders, but further research is needed to fully understand and control their effects on brain dynamics and cognition. Our findings contribute to this growing body of research and provide a foundation for future studies aimed at optimizing the use of non-invasive brain stimulation in clinical settings.
α波通常与放松的清醒状态或空闲状态相关联,并会受到各种因素的影响而改变。α波异常与多种神经和精神疾病有关,包括阿尔茨海默病。经颅交流电刺激(tACS)已被提议作为一种潜在工具,通过以个体α频率(IAF)进行刺激来恢复大脑中紊乱的α波,尽管一些研究得出了相互矛盾的结果。在本研究中,我们对健康受试者样本在顶枕区域应用了IAF-tACS方案,并测量了其对功率谱的影响。此外,我们使用计算模型来更深入地理解实验中观察到的结果。实验和数值结果均显示,在皮层的广泛区域中,相对于假刺激条件,α波功率增加了8.02%,但排除了一些预期的顶叶区域。考虑到电场相对于皮层柱状结构的方向,这一结果可以得到部分解释,表明顶叶区域的脑回化可能会在特定脑区同时产生相反方向的效应(超极化/去极化)。此外,我们使用了一个脉冲神经元群体的网络模型来探索这些相反极性对神经活动可能产生的影响,并且我们发现α波功率的最佳预测指标是电场法向分量的平均值。总之,我们的研究通过实证和计算方法揭示了tACS调节脑活动的潜在机制。非侵入性脑刺激技术有望用于治疗脑部疾病,但需要进一步研究以充分理解并控制其对脑动力学和认知的影响。我们的研究结果为这一不断发展的研究领域做出了贡献,并为未来旨在优化非侵入性脑刺激在临床环境中应用的研究提供了基础。