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基于回路的神经调节的特定症状治疗靶点。

Distinct Symptom-Specific Treatment Targets for Circuit-Based Neuromodulation.

机构信息

Department of Psychiatry (Siddiqi) and Department of Neurology (Pascual-Leone, Fox), Harvard Medical School, Boston; Berenson-Allen Center for Noninvasive Brain Stimulation (Siddiqi, Cooke, Fox), and Cognitive Neurology Unit, Department of Neurology (Siddiqi), Beth Israel Deaconess Medical Center, Boston; Division of Neurotherapeutics, McLean Hospital, Belmont, Mass. (Siddiqi); Department of Psychiatry, Washington University School of Medicine, St. Louis (Siddiqi); Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, Md. (Siddiqi); Department of Psychiatry, University of Michigan School of Medicine, Ann Arbor (Taylor); Hinda and Arthur Marcus Institute for Aging Research and Center for Memory Health, Hebrew SeniorLife, Boston (Pascual-Leone); Guttmann Institute, Autonomous University of Barcelona, Barcelona, Spain (Pascual-Leone); Brain Stimulation Lab, Department of Psychiatry, Medical University of South Carolina, Charleston (George); Ralph H. Johnson VA Medical Center, Charleston, S.C. (George); Department of Neurology, Massachusetts General Hospital, Boston (Fox); Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, Mass. (Fox).

出版信息

Am J Psychiatry. 2020 May 1;177(5):435-446. doi: 10.1176/appi.ajp.2019.19090915. Epub 2020 Mar 12.

Abstract

OBJECTIVE

Treatment of different depression symptoms may require different brain stimulation targets with different underlying brain circuits. The authors sought to identify such targets, which could improve the efficacy of therapeutic brain stimulation and facilitate personalized therapy.

METHODS

The authors retrospectively analyzed two independent cohorts of patients who received left prefrontal transcranial magnetic stimulation (TMS) for treatment of depression (discovery sample, N=30; active replication sample, N=81; sham replication sample, N=87). Each patient's TMS site was mapped to underlying brain circuits using functional connectivity MRI from a large connectome database (N=1,000). Circuits associated with improvement in each depression symptom were identified and then clustered based on similarity. The authors tested for reproducibility across data sets and whether symptom-specific targets derived from one data set could predict symptom improvement in the other independent cohort.

RESULTS

The authors identified two distinct circuit targets effective for two discrete clusters of depressive symptoms. Dysphoric symptoms, such as sadness and anhedonia, responded best to stimulation of one circuit, while anxiety and somatic symptoms responded best to stimulation of a different circuit. These circuit maps were reproducible, predicted symptom improvement in independent patient cohorts, and were specific to active compared with sham stimulation. The maps predicted symptom improvement in an exploratory analysis of stimulation sites from 14 clinical TMS trials.

CONCLUSIONS

Distinct clusters of depressive symptoms responded better to different TMS targets across independent retrospective data sets. These symptom-specific targets can be prospectively tested in a randomized clinical trial. This data-driven approach for identifying symptom-specific targets may prove useful for other disorders and facilitate personalized neuromodulation therapy.

摘要

目的

不同的抑郁症状可能需要不同的大脑刺激靶点,这些靶点可能涉及不同的潜在脑回路。作者试图找到这些靶点,以提高治疗性脑刺激的疗效,促进个性化治疗。

方法

作者回顾性分析了两组接受左侧前额叶经颅磁刺激(TMS)治疗抑郁症的患者(发现样本,N=30;主动复制样本,N=81;假复制样本,N=87)。每位患者的 TMS 部位使用来自大型连接组数据库(N=1000)的功能连接 MRI 映射到潜在的脑回路。识别与每种抑郁症状改善相关的回路,并根据相似性进行聚类。作者在数据集中进行了可重复性测试,以及从一个数据集得出的针对特定症状的靶点是否可以预测另一个独立队列中症状的改善。

结果

作者确定了两个不同的回路靶点,对两个离散的抑郁症状簇有效。情绪低落的症状,如悲伤和快感缺失,对刺激一个回路的反应最好,而焦虑和躯体症状则对刺激另一个回路的反应最好。这些回路图谱具有可重复性,可以预测独立患者队列的症状改善,并且与假刺激相比具有特异性。在对来自 14 项临床 TMS 试验的刺激部位的探索性分析中,这些图谱预测了症状的改善。

结论

不同的抑郁症状簇在独立的回顾性数据集中对不同的 TMS 靶点反应更好。这些针对特定症状的靶点可以在随机临床试验中进行前瞻性测试。这种用于识别针对特定症状的靶点的基于数据的方法可能对其他疾病有用,并促进个性化神经调节治疗。

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