MRC Cognition and Brain Sciences Unit, University of Cambridge, UK.
MRC Cognition and Brain Sciences Unit, University of Cambridge, UK.
Neuroimage Clin. 2023;40:103539. doi: 10.1016/j.nicl.2023.103539. Epub 2023 Nov 9.
The triple network model of psychopathology posits that altered connectivity between the Salience (SN), Central Executive (CEN), and Default Mode Networks (DMN) may underlie neurodevelopmental conditions. However, this has yet to be tested in a transdiagnostic sample of young people.
We investigated this in 175 children (60 girls) that represent a heterogeneous population who are experiencing neurodevelopmental difficulties in cognition and behavior, and 60 comparison children (33 girls). Hyperactivity/impulsivity and inattention were assessed by parent-report. Resting-state functional Magnetic Resonance Imaging data were acquired and functional connectivity was calculated between independent network components and regions of interest. We then examined whether connectivity between the SN, CEN and DMN was dimensionally related to hyperactivity/impulsivity and inattention, whilst controlling for age, gender, and motion.
Hyperactivity/impulsivity was associated with increased functional connectivity between the SN, CEN, and DMN in at-risk children, whereas it was associated with decreased functional connectivity between the CEN and DMN in comparison children. These effects replicated in an adult parcellation of brain function and when using increasingly stringent exclusion criteria for in-scanner motion.
Triple network connectivity characterizes transdiagnostic neurodevelopmental difficulties with hyperactivity/impulsivity. We suggest that this may arise from delayed network segregation, difficulties sustaining CEN activity to regulate behavior, and/or a heightened developmental mismatch between neural systems implicated in cognitive control relative to those implicated in reward/affect processing.
精神病理学的三重网络模型假设,突显(SN)、中央执行(CEN)和默认模式网络(DMN)之间连接的改变可能是神经发育状况的基础。然而,这在神经发育障碍的年轻人的跨诊断样本中尚未得到验证。
我们在 175 名儿童(60 名女孩)中进行了这项研究,这些儿童代表了一个具有异质性的群体,他们在认知和行为方面存在神经发育困难,同时还包括 60 名对照儿童(33 名女孩)。通过父母报告评估多动/冲动和注意力不集中。采集静息状态功能磁共振成像数据,并计算独立网络成分和感兴趣区域之间的功能连接。然后,我们检查了 SN、CEN 和 DMN 之间的连接是否与多动/冲动和注意力不集中具有维度相关性,同时控制年龄、性别和运动。
在有风险的儿童中,多动/冲动与 SN、CEN 和 DMN 之间的功能连接增加有关,而在对照儿童中,多动/冲动与 CEN 和 DMN 之间的功能连接减少有关。这些效应在成人大脑功能分区和使用越来越严格的扫描仪内运动排除标准时得到了复制。
三重网络连接特征是与多动/冲动有关的跨诊断神经发育障碍。我们认为,这可能是由于网络分离延迟、难以维持 CEN 活动以调节行为,以及/或者与认知控制相关的神经系统与与奖励/情感处理相关的神经系统之间的发育不匹配加剧所致。