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在健康衰老过程中,脑电图的功率谱密度斜率在低频(<150赫兹)时变平,但在高频(>200赫兹)时变陡。

Slope of the power spectral density flattens at low frequencies (<150 Hz) with healthy aging but also steepens at higher frequency (>200 Hz) in human electroencephalogram.

作者信息

Aggarwal Srishty, Ray Supratim

机构信息

Department of Physics, Indian Institute of Science, Bengaluru 560012, India.

Centre for Neuroscience, Indian Institute of Science, Bengaluru 560012, India.

出版信息

Cereb Cortex Commun. 2023 Jun 6;4(2):tgad011. doi: 10.1093/texcom/tgad011. eCollection 2023.

Abstract

The power spectral density (PSD) of the brain signals is characterized by two distinct features: oscillations, which are represented as distinct "bumps," and broadband aperiodic activity, that reduces in power with increasing frequency and is characterized by the slope of the power falloff. Recent studies have shown a change in the slope of the aperiodic activity with healthy aging and mental disorders. However, these studies analyzed slopes over a limited frequency range (<100 Hz). To test whether the PSD slope is affected over a wider frequency range with aging and mental disorder, we analyzed the slope till 800 Hz in electroencephalogram data recorded from elderly subjects (>49 years) who were healthy ( = 217) or had mild cognitive impairment (MCI;  = 11) or Alzheimer's Disease (AD;  = 5). Although the slope reduced up to ~ 150 Hz with healthy aging (as shown previously), surprisingly, at higher frequencies (>200 Hz), it increased with age. These results were observed in all electrodes, for both eyes open and eyes closed conditions, and for different reference schemes. However, slopes were not significantly different in MCI/AD subjects compared with healthy controls. Overall, our results constrain the biophysical mechanisms that are reflected in the PSD slopes in healthy and pathological aging.

摘要

脑信号的功率谱密度(PSD)具有两个明显特征:振荡,表现为明显的“波峰”;以及宽带非周期性活动,其功率随频率增加而降低,并以功率衰减斜率为特征。最近的研究表明,随着健康衰老和精神障碍,非周期性活动的斜率会发生变化。然而,这些研究分析的斜率频率范围有限(<100Hz)。为了测试在更宽的频率范围内,PSD斜率是否会受到衰老和精神障碍的影响,我们分析了从年龄大于49岁的老年受试者记录的脑电图数据中直至800Hz的斜率,这些受试者包括健康者(n = 217)、轻度认知障碍(MCI;n = 11)或阿尔茨海默病(AD;n = 5)患者。尽管随着健康衰老,斜率在高达约150Hz时会降低(如之前所示),但令人惊讶的是,在更高频率(>200Hz)时,它会随年龄增加。在所有电极上,无论眼睛睁开还是闭合状态,以及不同的参考方案下,均观察到了这些结果。然而,与健康对照组相比,MCI/AD受试者的斜率没有显著差异。总体而言,我们的结果限制了健康衰老和病理性衰老中PSD斜率所反映的生物物理机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/556a/10276190/c6aa652e2041/tgad011f1.jpg

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