Inter-individual Variability in Response to Non-invasive Brain Stimulation Paradigms

经颅直流电刺激 刺激 脑刺激 兴奋性突触后电位 神经可塑性 神经科学 心理学 磁刺激 样本量测定 功能连接 抑制性突触后电位 数学 统计
作者
Virginia López-Alonso,Binith Cheeran,Dan Río-Rodríguez,Miguel Fernández‐del‐Olmo
出处
期刊:Brain Stimulation [Elsevier BV]
卷期号:7 (3): 372-380 被引量:760
标识
DOI:10.1016/j.brs.2014.02.004
摘要

Non-invasive Brain Stimulation (NIBS) paradigms are unique in their ability to safely modulate cortical plasticity for experimental or therapeutic applications. However, increasingly, there is concern regarding inter-individual variability in the efficacy and reliability of these paradigms.Inter-individual variability in response to NIBS paradigms would be better explained if a multimodal distribution was assumed.In three different sessions for each subject (n = 56), we studied the Paired Associative Stimulation (PAS25), Anodal transcranial DC stimulation (AtDCS) and intermittent theta burst stimulation (iTBS) protocols. We applied cluster analysis to detect distinct patterns of response between individuals. Furthermore, we tested whether baseline TMS measures (such as short intracortical inhibition (SICI), resting motor threshold (RMT)) or factors such as time of day could predict each individual's response pattern.All three paradigms show similar efficacy over the first hour post stimulation--there is no significant effect on excitatory or inhibitory circuits for the whole sample, and AtDCS fares no better than iTBS or PAS25. Cluster analysis reveals a bimodal response pattern--but only 39%, 45% and 43% of subjects responded as expected to PAS25, AtDCS, and iTBS respectively. Pre-stimulation SICI accounted for 10% of the variability in response to PAS25, but no other baseline measures were predictive of response. Finally, we report implications for sample size calculation and the remarkable effect of sample enrichment.The implications of the high rate of 'dose-failure' for experimental and therapeutic applications of NIBS lead us to conclude that addressing inter-individual variability is a key area of concern for the field.
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