Lenartowicz Agatha, Lu Steven, Rodriguez Cameron, Lau Edward P, Walshaw Patricia D, McCracken James T, Cohen Mark S, Loo Sandra K
Semel Institute for Neuroscience and Human Behavior, 760 Westwood Plaza, Los Angeles, CA 90024, United States; David Geffen School of Medicine, 760 Westwood Plaza, Los Angeles, CA 90024, United States.
Semel Institute for Neuroscience and Human Behavior, 760 Westwood Plaza, Los Angeles, CA 90024, United States.
Neuroimage Clin. 2016 Feb 6;11:210-223. doi: 10.1016/j.nicl.2016.01.023. eCollection 2016.
The underlying mechanisms of alpha band (8-12 Hz) neural oscillations are of importance to the functioning of attention control systems as well as to neuropsychiatric conditions that are characterized by deficits of that system, such as attention deficit hyperactivity disorder (ADHD). The objectives of the present study were to test if visual encoding-related alpha event-related desynchronization (ERD) correlates with fronto-parieto-occipital connectivity, and whether this is disrupted in ADHD during spatial working memory (SWM) performance. We acquired EEG concurrently with fMRI in thirty boys (12-16 yrs. old, 15 with ADHD), during SWM encoding. Psychophysiological connectivity analyses indicated that alpha ERD during SWM encoding was associated with both occipital activation and fronto-parieto-occipital functional connectivity, a finding that expands on prior associations between alpha ERD and occipital activation. This finding provides novel support for the interpretation of alpha ERD (and the associated changes in occipital activation) as a phenomenon that involves, and perhaps arises as a result of, top-down network interactions. Alpha ERD was associated less strongly with occipital activity, but associated more strongly with fronto-parieto-occipital connectivity in ADHD, consistent with a compensatory attentional response. Additionally, we illustrate that degradation of EEG data quality by MRI-amplified motion artifacts is robust to existing cleaning algorithms and is significantly correlated with hyperactivity symptoms and the ADHD Combined Type diagnosis. We conclude that persistent motion-related MR artifacts in EEG data can increase variance and introduce bias in interpretation of group differences in populations characterized by hypermobility--a clear limitation of current-state EEG-fMRI methodology.
阿尔法波段(8 - 12赫兹)神经振荡的潜在机制对于注意力控制系统的功能以及以该系统缺陷为特征的神经精神疾病(如注意力缺陷多动障碍(ADHD))至关重要。本研究的目的是测试与视觉编码相关的阿尔法事件相关去同步化(ERD)是否与额顶枕连接性相关,以及在空间工作记忆(SWM)表现期间ADHD患者的这种相关性是否被破坏。我们在30名男孩(12 - 16岁,15名患有ADHD)进行SWM编码时同时采集了脑电图(EEG)和功能磁共振成像(fMRI)数据。心理生理连接性分析表明,SWM编码期间的阿尔法ERD与枕叶激活以及额顶枕功能连接性均相关,这一发现扩展了先前关于阿尔法ERD与枕叶激活之间的关联。这一发现为将阿尔法ERD(以及枕叶激活的相关变化)解释为一种涉及自上而下网络相互作用且可能由此产生的现象提供了新的支持。在ADHD患者中,阿尔法ERD与枕叶活动的关联较弱,但与额顶枕连接性的关联更强,这与一种代偿性注意力反应一致。此外,我们还表明,MRI放大的运动伪影导致的EEG数据质量下降对现有的清理算法具有抗性,并且与多动症状及ADHD混合型诊断显著相关。我们得出结论,EEG数据中持续存在的与运动相关的MR伪影会增加方差,并在解释以多动为特征的人群中的组间差异时引入偏差——这是当前EEG - fMRI方法的一个明显局限性。