Cheung Chester Yee-Nok, Kong Anthony Pak-Hin, Bakhtiar Mehdi
The Aphasia Research and Therapy (ART) Laboratory, Academic Unit of Human Communication, Learning, and Development (HCLD), Faculty of Education, The University of Hong Kong, Hong Kong, Hong Kong SAR, China.
Speech and Neuromodulation Laboratory, Academic Unit of Human Communication, Learning, and Development (HCLD), Faculty of Education, The University of Hong Kong, Hong Kong, Hong Kong SAR, China.
Front Comput Neurosci. 2025 Sep 4;19:1635497. doi: 10.3389/fncom.2025.1635497. eCollection 2025.
People with post-stroke aphasia (PSA) exhibit significant interindividual variability attributed to distinctive network disruption patterns across individuals. This complexity limits the effectiveness of conventional one-size-fits-all brain stimulation approaches, but to date no individualized tACS targeting on functional network was studied in PSA. This two-phase study aimed to investigate the immediate network-modulation and language-facilitation effects of dual-site in-phase tACS utilizing a novel individualized targeting method based on individual's EEG dysfunctome.
In the first phase, network-based linear regression was used to identify aphasia-severity-predictive dysfunctome from the speech-production EEG data of 15 Cantonese-speaking people with aphasia (PWA). Individualized stimulation targets were determined using two targeting principles. Restoration-based targeting aims to restore a target edge which is centralized within the target dysfunctome but weakly-connected in the individual, whereas enhancement-based targeting selects a strongly-connected target edge. The second phase involved a single-session double-blinded sham-controlled trial with the same group to evaluate the immediate effects of dual-site 7-Hz 1-mA tACS under four conditions: Restoration In-phase (RI), Enhancement In-phase (EI), Enhancement Anti-phase (EA), and Sham (SH).
In the first phase, we explored a range of frequency bands and EEG tasks and identified a left frontal-temporal theta network under divergent naming task that significantly predicted aphasia severity. The single-session clinical trial in the second phase demonstrated that RI condition produced increases in the target node strength, global network properties, and divergent naming performance, which were absent in sham and the other two real stimulation conditions.
This was the first-of-its-kind dysfunctome-based data-driven individualized tACS demonstrated immediate neuromodulatory effects in PSA. The findings suggest that EEG dysfunctome can help pinpointing effective individualized targets for tACS to promote clinically-beneficial functional reorganization. Despite limited generalizability due to the small sample, this methodology holds significant potential for application in longer-term treatment and other network-based disorders.
中风后失语症(PSA)患者表现出显著的个体间差异,这归因于个体间独特的网络破坏模式。这种复杂性限制了传统的一刀切式脑刺激方法的有效性,但迄今为止,尚未在PSA患者中研究针对功能网络的个性化经颅交流电刺激(tACS)。这项两阶段研究旨在利用基于个体脑电图功能障碍图谱的新型个性化靶向方法,研究双部位同相tACS的即时网络调制和语言促进作用。
在第一阶段,基于网络的线性回归用于从15名说粤语的失语症患者(PWA)的言语产生脑电图数据中识别失语严重程度预测性功能障碍图谱。使用两种靶向原则确定个性化刺激靶点。基于恢复的靶向旨在恢复一个位于目标功能障碍图谱中心但在个体中连接较弱的目标边缘,而基于增强的靶向则选择一个连接较强的目标边缘。第二阶段涉及对同一组患者进行的单节段双盲假对照试验,以评估双部位7Hz 1mA tACS在四种条件下的即时效果:恢复同相(RI)、增强同相(EI)、增强反相(EA)和假刺激(SH)。
在第一阶段,我们探索了一系列频段和脑电图任务,并在发散命名任务下识别出一个左额颞叶θ网络,该网络显著预测失语严重程度。第二阶段的单节段临床试验表明,RI条件下目标节点强度、全局网络属性和发散命名表现增加,而假刺激和其他两种真实刺激条件下则没有。
这是首个基于功能障碍图谱的数据驱动的个性化tACS,在PSA中显示出即时神经调节作用。研究结果表明,脑电图功能障碍图谱有助于确定tACS的有效个性化靶点,以促进具有临床益处的功能重组。尽管由于样本量小,普遍性有限,但这种方法在长期治疗和其他基于网络的疾病中的应用具有巨大潜力。