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通过功能性近红外光谱(fNIRS)信号的复杂性分析研究阿尔茨海默病的记忆缺陷

Study of memory deficit in Alzheimer's disease by means of complexity analysis of fNIRS signal.

作者信息

Perpetuini David, Bucco Roberta, Zito Michele, Merla Arcangelo

机构信息

University G. d'Annunzio, Infrared Imaging Lab, Centro Institute for Advanced Biomedical Technologies, Chieti, Italy.

University G. d'Annunzio, Department of Neurosciences, Imaging and Clinical Sciences, Chieti-Pescara, Italy.

出版信息

Neurophotonics. 2018 Jan;5(1):011010. doi: 10.1117/1.NPh.5.1.011010. Epub 2017 Sep 26.

Abstract

Working memory deficit is a signature of Alzheimer's disease (AD). The free and cued selective reminding test (FCSRT) is a clinical test that quantifies memory deficit for AD diagnosis. However, the diagnostic accuracy of FCSRT may be increased by accompanying it with neuroimaging. Since the test requires doctor-patient interaction, brain monitoring is challenging. Functional near-infrared spectroscopy (fNIRS) could be suited for such a purpose because of the fNIRS flexibility. We investigated whether the complexity, based on sample entropy and multiscale entropy metrics, of the fNIRS signal during FCSRT was correlated with memory deficit in early AD. fNIRS signals were recorded over the prefrontal cortex of healthy and early AD participants. Group differences were tested through Wilcoxon-Mann-Whitney test ([Formula: see text]). At group level, we found significant differences for Brodmann areas 9 and 46. The results, although preliminary, demonstrate the feasibility of performing ecological studies on early AD with fNIRS. This approach may provide a potential neuroimaging-based method for diagnosis of early AD, viable at the doctor's office level, improving test-based diagnosis. The increased entropy of the fNIRS signal in early AD suggests the opportunity for further research on the neurophysiological status in AD and its relevance for clinical symptoms.

摘要

工作记忆缺陷是阿尔茨海默病(AD)的一个特征。自由和提示选择性回忆测试(FCSRT)是一种用于量化记忆缺陷以辅助AD诊断的临床测试。然而,将FCSRT与神经影像学检查相结合可能会提高其诊断准确性。由于该测试需要医患互动,因此脑部监测具有挑战性。功能性近红外光谱(fNIRS)因其灵活性可能适合用于此目的。我们研究了在FCSRT期间基于样本熵和多尺度熵指标的fNIRS信号复杂度是否与早期AD中的记忆缺陷相关。在健康和早期AD参与者的前额叶皮层记录fNIRS信号。通过Wilcoxon-Mann-Whitney检验([公式:见正文])测试组间差异。在组水平上,我们发现布罗德曼区域9和46存在显著差异。尽管结果是初步的,但证明了使用fNIRS对早期AD进行生态学研究的可行性。这种方法可能为早期AD的诊断提供一种潜在的基于神经影像学的方法,在医生办公室层面可行,从而改善基于测试的诊断。早期AD中fNIRS信号熵的增加为进一步研究AD中的神经生理状态及其与临床症状的相关性提供了机会。

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