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自主神经功能障碍在阿尔茨海默病中是通过认知任务期间功能热成像信号的复杂性分析揭示的。

Autonomic impairment in Alzheimer's disease is revealed by complexity analysis of functional thermal imaging signals during cognitive tasks.

机构信息

Infrared Imaging Lab, Centro ITAB-Institute for Advanced Biomedical Technologies, University G. d'Annunzio, Chieti, 66100, Italy. Department of Neurosciences, Imaging and Clinical Sciences, University G. d'Annunzio, Chieti-Pescara, 66100, Italy. Author to whom any correspondence should be addressed.

出版信息

Physiol Meas. 2019 Mar 22;40(3):034002. doi: 10.1088/1361-6579/ab057d.

Abstract

OBJECTIVE

Alzheimer's disease (AD) is characterized by progressive memory failures and visuospatial impairment. Moreover, AD can be accompanied by autonomic system alterations, which, among other impacts, affect thermoregulatory activity. We here investigate differences in autonomic activity between AD patients and healthy controls (HC), employing a complexity analysis of functional infrared imaging (fIRI) data acquired at rest and during the execution of clinical cognitive and mnemonic tests.

APPROACH

fIRI allows for contactless monitoring of autonomic activity and its thermoregulatory expression without interfering with the psychophysiological state of the subject, preserving free interaction with the doctor. The signal complexity analysis, based on the sample entropy, was compared to a standard frequency-based analysis of autonomic-related signals.

MAIN RESULTS

AD patients exhibited lower complexity of fIRI signals during the tests, which could be indicative of a stronger sympathetic activity with respect to HC. No significant effects were found at rest. No differences were found on employing frequency-based analysis.

SIGNIFICANCE

This study confirms that AD patients may exhibit peculiar autonomic responses associated with the execution of cognitive tasks that can be measured through fIRI. Moreover, these responses could be highlighted by a nonlinear metric of signal predictability such as the sample entropy establishing autonomic impairment of AD patients.

摘要

目的

阿尔茨海默病(AD)的特征是进行性记忆障碍和视空间损害。此外,AD 可能伴有自主神经系统改变,这除了其他影响外,还会影响体温调节活动。我们在此通过对在休息和执行临床认知和记忆测试期间获得的功能近红外成像(fIRI)数据进行自主活动的复杂性分析,研究 AD 患者与健康对照(HC)之间自主活动的差异。

方法

fIRI 允许在不干扰受试者生理心理状态的情况下,进行非接触式自主活动及其体温调节表达的监测,从而保留与医生自由互动的机会。基于样本熵的信号复杂性分析与基于频率的自主相关信号分析进行了比较。

主要结果

AD 患者在测试期间的 fIRI 信号复杂性较低,这可能表明与 HC 相比,AD 患者的交感神经活动更强。在休息时未发现显著影响。基于频率的分析未发现差异。

意义

本研究证实,AD 患者在执行认知任务时可能会表现出与自主神经相关的特殊反应,这些反应可以通过 fIRI 进行测量。此外,通过样本熵等信号可预测性的非线性指标,可以突出 AD 患者的自主神经损伤。

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