Assecondi Sara, Villa-Sánchez Bernardo, Shapiro Kim
Center for Mind/Brain Sciences, University of Trento, Rovereto, Italy.
Visual Experience Laboratory, School of Psychology, University of Birmingham, Birmingham, United Kingdom.
Front Syst Neurosci. 2022 Apr 25;16:837979. doi: 10.3389/fnsys.2022.837979. eCollection 2022.
Our brains are often under pressure to process a continuous flow of information in a short time, therefore facing a constantly increasing demand for cognitive resources. Recent studies have highlighted that a lasting improvement of cognitive functions may be achieved by exploiting plasticity, i.e., the brain's ability to adapt to the ever-changing cognitive demands imposed by the environment. Transcranial direct current stimulation (tDCS), when combined with cognitive training, can promote plasticity, amplify training gains and their maintenance over time. The availability of low-cost wearable devices has made these approaches more feasible, albeit the effectiveness of combined training regimens is still unclear. To quantify the effectiveness of such protocols, many researchers have focused on behavioral measures such as accuracy or reaction time. These variables only return a global, non-specific picture of the underlying cognitive process. Electrophysiology instead has the finer grained resolution required to shed new light on the time course of the events underpinning processes critical to cognitive control, and if and how these processes are modulated by concurrent tDCS. To the best of our knowledge, research in this direction is still very limited. We investigate the electrophysiological correlates of combined 3-day working memory training and non-invasive brain stimulation in young adults. We focus on event-related potentials (ERPs), instead of other features such as oscillations or connectivity, because components can be measured on as little as one electrode. ERP components are, therefore, well suited for use with home devices, usually equipped with a limited number of recording channels. We consider short-, mid-, and long-latency components typically elicited by working memory tasks and assess if and how the amplitude of these components are modulated by the combined training regimen. We found no significant effects of tDCS either behaviorally or in brain activity, as measured by ERPs. We concluded that either tDCS was ineffective (because of the specific protocol or the sample under consideration, i.e., young adults) or brain-related changes, if present, were too subtle. Therefore, we suggest that other measures of brain activity may be more appropriate/sensitive to training- and/or tDCS-induced modulations, such as network connectivity, especially in young adults.
我们的大脑常常面临在短时间内处理连续信息流的压力,因此对认知资源的需求不断增加。最近的研究强调,通过利用可塑性,即大脑适应环境施加的不断变化的认知需求的能力,可以实现认知功能的持久改善。经颅直流电刺激(tDCS)与认知训练相结合时,可以促进可塑性,增强训练效果并使其随时间得以维持。低成本可穿戴设备的出现使这些方法更具可行性,尽管联合训练方案的有效性仍不明确。为了量化此类方案的有效性,许多研究人员专注于诸如准确性或反应时间等行为指标。这些变量仅能反映潜在认知过程的整体、非特异性情况。相反,电生理学具有更精细的分辨率,能够为认知控制关键过程背后事件的时间进程提供新的线索,以及这些过程是否以及如何受到同步tDCS的调节。据我们所知,这方面的研究仍然非常有限。我们研究了在年轻人中进行为期3天的工作记忆训练与非侵入性脑刺激相结合的电生理相关性。我们关注事件相关电位(ERP),而不是其他特征,如振荡或连通性,因为成分可以在仅一个电极上进行测量。因此,ERP成分非常适合与通常配备有限数量记录通道的家用设备一起使用。我们考虑了通常由工作记忆任务引发的短、中、长潜伏期成分,并评估这些成分的幅度是否以及如何受到联合训练方案的调节。我们发现,无论是行为上还是通过ERP测量的大脑活动中,tDCS均无显著影响。我们得出结论,要么tDCS无效(由于特定方案或所考虑的样本,即年轻人),要么大脑相关变化(如果存在)过于细微。因此,我们建议其他大脑活动测量方法可能对训练和/或tDCS诱导的调节更合适/敏感,例如网络连通性,尤其是在年轻人中。