Mostert Jeanette C, Shumskaya Elena, Mennes Maarten, Onnink A Marten H, Hoogman Martine, Kan Cornelis C, Arias Vasquez Alejandro, Buitelaar Jan, Franke Barbara, Norris David G
Radboud University, Donders Institute for Brain, Cognition and Behaviour, Centre for Cognitive Neuroimaging, P.O. Box 9104, 6500 HE Nijmegen, The Netherlands; Radboud University Medical Center, Department of Human Genetics, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands.
Radboud University, Donders Institute for Brain, Cognition and Behaviour, Centre for Cognitive Neuroimaging, P.O. Box 9104, 6500 HE Nijmegen, The Netherlands.
Prog Neuropsychopharmacol Biol Psychiatry. 2016 Jun 3;67:82-91. doi: 10.1016/j.pnpbp.2016.01.011. Epub 2016 Jan 26.
Attention-deficit/hyperactivity disorder (ADHD) is a common childhood psychiatric disorder that often persists into adulthood. While several studies have identified altered functional connectivity in brain networks during rest in children with ADHD, few studies have been performed on adults with ADHD. Existing studies have generally investigated small samples. We therefore investigated aberrant functional connectivity in a large sample of adult patients with childhood-onset ADHD, using a data-driven, whole-brain approach. Adults with a clinical ADHD diagnosis (N=99) and healthy, adult comparison subjects (N=113) underwent a 9-minute resting-state fMRI session in a 1.5T MRI scanner. After elaborate preprocessing including a thorough head-motion correction procedure, group independent component analysis (ICA) was applied from which we identified six networks of interest: cerebellum, executive control, left and right frontoparietal and two default-mode networks. Participant-level network maps were obtained using dual-regression and tested for differences between patients with ADHD and controls using permutation testing. Patients showed significantly stronger connectivity in the anterior cingulate gyrus of the executive control network. Trends were also observed for stronger connectivity in the cerebellum network in ADHD patients compared to controls. However, there was considerable overlap in connectivity values between patients and controls, leading to relatively low effect sizes despite the large sample size. These effect sizes were slightly larger when testing for correlations between hyperactivity/impulsivity symptoms and connectivity strength in the executive control and cerebellum networks. This study provides important insights for studies on the neurobiology of adult ADHD; it shows that resting-state functional connectivity differences between adult patients and controls exist, but have smaller effect sizes than existing literature suggested.
注意力缺陷多动障碍(ADHD)是一种常见的儿童精神疾病,通常会持续到成年期。虽然多项研究已发现患有ADHD的儿童在静息状态下大脑网络的功能连接发生改变,但针对患有ADHD的成年人的研究较少。现有研究一般调查的样本量较小。因此,我们采用数据驱动的全脑方法,对一大群童年起病的成年ADHD患者的异常功能连接进行了研究。患有临床ADHD诊断的成年人(N = 99)和健康的成年对照受试者(N = 113)在1.5T MRI扫描仪中进行了9分钟的静息态功能磁共振成像检查。经过精心的预处理,包括彻底的头部运动校正程序后,应用了组独立成分分析(ICA),从中我们识别出六个感兴趣的网络:小脑、执行控制、左右额顶叶和两个默认模式网络。使用双回归获得参与者水平的网络图谱,并使用置换检验测试ADHD患者与对照组之间的差异。患者在执行控制网络的前扣带回中显示出明显更强的连接性。与对照组相比,ADHD患者在小脑网络中也观察到连接性更强的趋势。然而,患者和对照组之间的连接值存在相当大的重叠,尽管样本量很大,但效应量相对较低。在测试多动/冲动症状与执行控制和小脑网络中的连接强度之间的相关性时,这些效应量略大。这项研究为成人ADHD的神经生物学研究提供了重要见解;它表明成年患者与对照组之间存在静息态功能连接差异,但效应量比现有文献所表明的要小。