Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA; Department of Bioengineering, University of Illinois at Chicago, Chicago, IL, USA.
Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA.
Psychiatry Res Neuroimaging. 2020 May 30;299:111064. doi: 10.1016/j.pscychresns.2020.111064. Epub 2020 Mar 5.
The internalizing psychopathologies (IP) are a highly prevalent group of disorders for which little data exists to guide treatment selection. We examine whether graph theoretical metrics from white matter connectomes may serve as biomarkers of disease and predictors of treatment response. We focus on the uncinate fasciculus subnetwork, which has been previously implicated in these disorders. We compared baseline graph measures from a transdiagnostic IP cohort with controls. Patients were randomized to either SSRI or cognitive behavioral therapy and we determined if graph theory metrics change following treatment, and whether these changes correlated with treatment response. Lastly, we investigated whether baseline metrics correlated with treatment response. Several baseline nodal graph metrics differed at baseline. Of note, right amygdala betweenness centrality was increased in patients relative to controls. In addition, white matter integrity of the uncinate fasciculus was decreased at baseline in patients versus controls. The SSRI and CBT cohorts had increased left frontal superior orbital betweenness centrality and left frontal medial orbital clustering coefficient, respectively, suggesting the presence of treatment specific neural correlates of treatment response. This study provides insight on shared white matter network features of IPs and elucidates potential biomarkers of treatment response that may be modality-specific.
内化型精神病理学 (IP) 是一组高度普遍的疾病,针对这些疾病的治疗选择几乎没有数据可供参考。我们研究了来自白质连接组学的图论指标是否可以作为疾病的生物标志物和治疗反应的预测因子。我们专注于先前与这些疾病相关的钩束子网。我们比较了跨诊断性 IP 队列与对照组的基线图指标。患者被随机分配到 SSRI 或认知行为治疗组,我们确定治疗后图论指标是否发生变化,以及这些变化是否与治疗反应相关。最后,我们研究了基线指标是否与治疗反应相关。几项基线节点图指标在基线时存在差异。值得注意的是,右侧杏仁核的介数中心度在患者中相对于对照组增加。此外,与对照组相比,患者的钩束束白质完整性降低。SSRI 和 CBT 队列分别表现出左额上眶介数中心度和左额内侧眶聚类系数增加,这表明存在治疗反应的特定神经相关因素。这项研究提供了关于内化型精神病理学的共享白质网络特征的见解,并阐明了可能具有特定治疗模式的治疗反应的潜在生物标志物。