Suppr超能文献

钩束子网的图论测量作为跨诊断精神队列治疗反应的预测因子和相关因素。

Graph theoretical measures of the uncinate fasciculus subnetwork as predictors and correlates of treatment response in a transdiagnostic psychiatric cohort.

机构信息

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.

出版信息

Psychiatry Res Neuroimaging. 2020 May 30;299:111064. doi: 10.1016/j.pscychresns.2020.111064. Epub 2020 Mar 5.

Abstract

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.

摘要

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。

相似文献

1
Graph theoretical measures of the uncinate fasciculus subnetwork as predictors and correlates of treatment response in a transdiagnostic psychiatric cohort.
Psychiatry Res Neuroimaging. 2020 May 30;299:111064. doi: 10.1016/j.pscychresns.2020.111064. Epub 2020 Mar 5.
3
Large-scale white matter network reorganization in posttraumatic stress disorder.
Hum Brain Mapp. 2019 Nov 1;40(16):4801-4812. doi: 10.1002/hbm.24738. Epub 2019 Jul 31.
4
Changes in functional organization and white matter integrity in the connectome in Parkinson's disease.
Neuroimage Clin. 2016 Dec 19;13:395-404. doi: 10.1016/j.nicl.2016.12.019. eCollection 2017.
6
Abnormal structural connectivity in the brain networks of children with hydrocephalus.
Neuroimage Clin. 2015 Apr 29;8:483-92. doi: 10.1016/j.nicl.2015.04.015. eCollection 2015.
7
Structural networks analysis for depression combined with graph theory and the properties of fiber tracts via diffusion tensor imaging.
Neurosci Lett. 2019 Feb 16;694:34-40. doi: 10.1016/j.neulet.2018.11.025. Epub 2018 Nov 19.

引用本文的文献

1
A novel biomarker selection method using multimodal neuroimaging data.
PLoS One. 2024 Apr 4;19(4):e0289401. doi: 10.1371/journal.pone.0289401. eCollection 2024.

本文引用的文献

1
Nucleus accumbens volume as a predictor of anxiety symptom improvement following CBT and SSRI treatment in two independent samples.
Neuropsychopharmacology. 2020 Feb;45(3):561-569. doi: 10.1038/s41386-019-0575-5. Epub 2019 Nov 22.
2
Emotion-based brain mechanisms and predictors for SSRI and CBT treatment of anxiety and depression: a randomized trial.
Neuropsychopharmacology. 2019 Aug;44(9):1639-1648. doi: 10.1038/s41386-019-0407-7. Epub 2019 May 6.
4
Focal application of accelerated iTBS results in global changes in graph measures.
Hum Brain Mapp. 2019 Feb 1;40(2):432-450. doi: 10.1002/hbm.24384. Epub 2018 Oct 1.
5
Incapacity to control emotion in major depression may arise from disrupted white matter integrity and OFC-amygdala inhibition.
CNS Neurosci Ther. 2018 Nov;24(11):1053-1062. doi: 10.1111/cns.12800. Epub 2018 Jan 24.
6
Shared white matter alterations across emotional disorders: A voxel-based meta-analysis of fractional anisotropy.
Neuroimage Clin. 2016 Sep 28;12:1022-1034. doi: 10.1016/j.nicl.2016.09.001. eCollection 2016.
8
Examining emotion regulation in depression: A review and future directions.
Behav Res Ther. 2016 Nov;86:35-49. doi: 10.1016/j.brat.2016.07.007. Epub 2016 Jul 28.
9
Disrupted orbitomedial prefrontal limbic network in individuals with later-life depression.
J Affect Disord. 2016 Nov 1;204:112-9. doi: 10.1016/j.jad.2016.06.031. Epub 2016 Jun 17.
10
Neural effects of social environmental stress - an activation likelihood estimation meta-analysis.
Psychol Med. 2016 Jul;46(10):2015-23. doi: 10.1017/S0033291716000477. Epub 2016 May 24.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验