Resting State Cortical Network and Subcortical Hyperconnectivity in Youth With Generalized Anxiety Disorder in the ABCD Study

Sam A Sievertsen, Jinhan Zhu, Angela Fang, Jennifer K Forsyth
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Abstract

Introduction Generalized anxiety disorder (GAD) frequently emerges during childhood or adolescence, yet, few studies have examined functional connectivity differences in youth GAD. Functional MRI studies of adult GAD have implicated multiple brain regions; however, frequent examination of individual brain seed regions and/or networks has limited a holistic view of GAD-associated differences. The current study therefore used resting-state fMRI data from the Adolescent Brain Cognitive Development study to investigate connectivity in youth with GAD across multiple cortical networks and subcortical regions implicated in adult GAD, considering diagnosis changes across two assessment periods. Methods Within- and between-network connectivity in 164 GAD youth and 3158 healthy controls for 6 cortical networks and 6 subcortical regions was assessed using linear mixed effect models. Changes in GAD-associated connectivity between baseline and 2-year follow-up were then compared for subjects with: continuous GAD, GAD at baseline and not follow-up (GAD-remitters), GAD at follow-up and not baseline (GAD-converters), and controls. Associations between GAD-associated connectivity metrics and Child Behavior Checklist (CBCL) symptom severity were assessed using mixed effects models. Results GAD youth showed greater within-ventral attention network (VAN) connectivity, and hyperconnectivity between the amygdala and cingulo-opercular network, and between striatal regions and the cingulo-opercular, default mode, and salience networks (FDR p<0.05). Within-VAN connectivity decreased for GAD-remitters between baseline and follow-up. Connectivity was not associated with symptom severity. Discussion Results indicate that GAD in childhood and adolescence is associated with altered subcortical to cortical network connectivity affecting multiple networks, and that within-VAN hyperconnectivity, in particular, is associated with clinically-significant GAD symptoms.
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ABCD 研究中广泛性焦虑症青少年的静息状态皮层网络和皮层下超连接性
导言:广泛性焦虑症(GAD)常常出现在儿童或青少年时期,但很少有研究对青少年 GAD 的功能连接差异进行研究。对成人 GAD 的功能磁共振成像研究涉及多个脑区;然而,对单个脑种子区域和/或网络的频繁检查限制了对 GAD 相关差异的整体观察。因此,本研究利用青少年大脑认知发展研究(Adolescent Brain Cognitive Development study)中的静息态 fMRI 数据,调查了患有 GAD 的青少年在多个皮层网络和皮层下区域的连接性,这些区域与成人 GAD 有关联,同时考虑了两个评估期的诊断变化。方法使用线性混合效应模型评估了164名GAD青少年和3158名健康对照者在6个皮层网络和6个皮层下区域的网络内和网络间的连接性。然后比较了下列受试者在基线和 2 年随访期间 GAD 相关连通性的变化:连续 GAD、基线和未随访的 GAD(GAD 缓解者)、随访和未基线的 GAD(GAD 转换者)以及对照组。使用混合效应模型评估了 GAD 相关连通性指标与儿童行为检查表 (CBCL) 症状严重程度之间的关联。结果GAD青少年表现出更高的内腹部注意力网络(VAN)连通性,以及杏仁核与蝶鞍网络之间、纹状体区域与蝶鞍、默认模式和显著性网络之间的超连通性(FDR p<0.05)。从基线到随访期间,GAD 缓解者的 VAN 内连通性有所下降。连通性与症状严重程度无关。讨论结果表明,儿童和青少年时期的 GAD 与影响多个网络的皮层下到皮层网络连通性的改变有关,尤其是 VAN 内的过度连通性与临床上显著的 GAD 症状有关。
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