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迈向帕金森病的多模态脑-体评估:近红外光谱的系统评价。

Toward a Multi-Modal Brain-Body Assessment in Parkinson's Disease: A Systematic Review in fNIRS.

出版信息

IEEE J Biomed Health Inform. 2023 Oct;27(10):4840-4853. doi: 10.1109/JBHI.2023.3308901. Epub 2023 Oct 5.

Abstract

Parkinson's disease (PD) causes impairments in cortical structures leading to motor and cognitive symptoms. While common disease management and treatment strategies mainly depend on the subjective assessment of clinical scales and patients' diaries, research in recent years has focused on advances in automatic and objective tools to help with diagnosing PD and determining its severity. Due to the link between brain structure deficits and physical symptoms in PD, objective brain activity and body motion assessment of patients have been studied in the literature. This study aimed to explore the relationship between brain activity and body motion measures of people with PD to look at the feasibility of diagnosis or assessment of PD using these measures. In this study, we summarised the findings of 24 selected papers from the complete literature review using the Scopus database. Selected studies used both brain activity recording using functional near-infrared spectroscopy (fNIRS) and motion assessment using sensors for people with PD in their experiments. Results include 1) the most common study protocol is a combination of single tasks. 2) Prefrontal cortex is mostly studied region of interest in the literature. 3) Oxygenated haemoglobin (HbO ) concentration is the predominant metric utilised in fNIRS, compared to deoxygenated haemoglobin (HHb). 4) Motion assessment in people with PD is mostly done with inertial measurement units (IMUs) and electronic walkway. 5) The relationship between brain activity and body motion measures is an important factor that has been neglected in the literature.

摘要

帕金森病 (PD) 导致皮质结构损伤,从而导致运动和认知症状。虽然常见的疾病管理和治疗策略主要依赖于临床量表的主观评估和患者的日记,但近年来的研究集中在自动和客观工具的进展上,以帮助诊断 PD 并确定其严重程度。由于 PD 患者的大脑结构缺陷与身体症状之间存在联系,因此文献中研究了对患者的大脑活动和身体运动进行客观评估。本研究旨在探索 PD 患者大脑活动和身体运动测量之间的关系,以研究使用这些测量方法诊断或评估 PD 的可行性。在这项研究中,我们使用 Scopus 数据库总结了从完整文献综述中选择的 24 篇论文的结果。选定的研究在其实验中同时使用了功能近红外光谱 (fNIRS) 记录大脑活动和传感器进行运动评估。结果包括:1)最常见的研究方案是单项任务的组合。2)文献中研究最集中的感兴趣区域是前额叶皮层。3)与去氧血红蛋白 (HHb) 相比,fNIRS 中主要使用的指标是氧合血红蛋白 (HbO) 浓度。4)PD 患者的运动评估主要使用惯性测量单元 (IMU) 和电子步道进行。5)大脑活动和身体运动测量之间的关系是文献中被忽视的一个重要因素。

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