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基于神经影像学的短暂性脑缺血发作网络生物标志物研究。

Toward neuroimaging-based network biomarkers for transient ischemic attack.

机构信息

Institutes of Psychological Sciences, Hangzhou Normal University, Zhejiang, Hangzhou, China.

Zhejiang Key Laboratory for Research in Assessment of Cognitive Impairments, Zhejiang, Hangzhou, China.

出版信息

Hum Brain Mapp. 2019 Aug 1;40(11):3347-3361. doi: 10.1002/hbm.24602. Epub 2019 Apr 19.

Abstract

Stroke is associated with topological disruptions of large-scale functional brain networks. However, whether these disruptions occur in transient ischemic attack (TIA), an important risk factor for stroke, remains largely unknown. Combining multimodal MRI techniques, we systematically examined TIA-related topological alterations of functional brain networks, and tested their reproducibility, structural, and metabolic substrates, associations with clinical risk factors and abilities as diagnostic and prognostic biomarkers. We found that functional networks in patients with TIA exhibited decreased whole-brain network efficiency, reduced nodal centralities in the bilateral insula and basal ganglia, and impaired connectivity of inter-hemispheric communication. These alterations remained largely unchanged when using different brain parcellation schemes or correcting for micro head motion or for regional gray matter volume, cerebral blood flow or hemodynamic lag of BOLD signals in the patients. Moreover, some alterations correlated with the levels of high-density lipoprotein cholesterol (an index related to ischemic attacks via modulation of atherosclerosis) in the patients, distinguished the patients from healthy individuals, and predicted future ischemic attacks in the patients. Collectively, these findings highlight the emergence of characteristic network dysfunctions in TIA, which may aid in elucidating pathological mechanisms and establishing diagnostic and prognostic biomarkers for the disease.

摘要

中风与大脑功能网络的大规模拓扑破坏有关。然而,这些破坏是否发生在短暂性脑缺血发作(TIA)中,TIA 是中风的一个重要危险因素,目前还知之甚少。本研究结合多模态 MRI 技术,系统地研究了 TIA 相关的功能脑网络拓扑改变,并对其可重复性、结构和代谢基础、与临床危险因素的关联以及作为诊断和预后生物标志物的能力进行了测试。研究发现,TIA 患者的功能网络表现出全脑网络效率降低、双侧岛叶和基底节节点中心性降低以及半球间连通性受损。当使用不同的脑分割方案或校正微头动或患者局部灰质体积、脑血流或 BOLD 信号的血液动力学滞后时,这些改变基本保持不变。此外,一些改变与患者高密度脂蛋白胆固醇水平(通过调节动脉粥样硬化与缺血性发作有关的指数)相关,可将患者与健康个体区分开来,并预测患者未来的缺血性发作。总之,这些发现强调了 TIA 中出现的特征性网络功能障碍,这可能有助于阐明病理机制并建立该疾病的诊断和预后生物标志物。

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