Institute of Neuroscience/Newcastle University Institute of Ageing, Newcastle upon Tyne, United Kingdom; Universidade Estadual Paulista (UNESP), Instituto de Biociências, Campus Rio Claro, Brazil.
Institute of Neuroscience/Newcastle University Institute of Ageing, Newcastle upon Tyne, United Kingdom; The Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, United Kingdom.
Neurosci Biobehav Rev. 2017 Dec;83:160-172. doi: 10.1016/j.neubiorev.2017.10.002. Epub 2017 Oct 7.
This systematic review aims to (i) evaluate functional near infrared spectroscopy (fNIRS) walking study design in young adults, older adults and people with Parkinson's disease (PD); (ii) examine signal processing techniques to reduce artefacts and physiological noise in fNIRS data; and (iii) provide evidence-based recommendations for fNIRS walking study design and signal analysis techniques. An electronic search was undertaken. The search request detailed the measurement technique, cohort and walking task. Thirty-one of an initial yield of 73 studies satisfied the criteria. Protocols and methods for removing artefacts and noise varied. Differences in fNIRS signals between studies were found in rest vs. walking, speed of walking, usual vs. complex walking and easy vs. difficult tasks. In conclusion, there are considerable technical and methodological challenges in conducting fNIRS studies during walking which can introduce inconsistencies in study findings. We provide recommendations for the construction of robust methodologies and suggest signal processing techniques implementing a theoretical framework accounting for the physiology of haemodynamic responses.
(i) 评估用于年轻人、老年人和帕金森病(PD)患者的功能性近红外光谱(fNIRS)行走研究设计;(ii) 检查信号处理技术,以减少 fNIRS 数据中的伪影和生理噪声;以及 (iii) 为 fNIRS 行走研究设计和信号分析技术提供循证建议。进行了电子检索。搜索请求详细说明了测量技术、队列和行走任务。最初产生的 73 项研究中有 31 项符合标准。去除伪影和噪声的方案和方法各不相同。在休息与行走、行走速度、常规与复杂行走以及简单与困难任务之间,研究中发现了 fNIRS 信号的差异。总之,在行走过程中进行 fNIRS 研究存在相当大的技术和方法学挑战,这可能会导致研究结果不一致。我们为构建稳健的方法学提供了建议,并提出了信号处理技术,这些技术采用了考虑血液动力学反应生理学的理论框架。