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炎症通过血浆 NFL 影响认知障碍患者动态功能网络连接模式的变化。

Inflammation affects dynamic functional network connectivity pattern changes via plasma NFL in cognitive impairment patients.

机构信息

Department of Neurology, Zhongnan Hospital of Wuhan University, Wuhan, China.

Geriatric Medicine Center, Taikang Xianlin Drum Tower Hospital Clinical College of Wuhan University, Nanjing, China.

出版信息

CNS Neurosci Ther. 2024 Feb;30(2):e14391. doi: 10.1111/cns.14391. Epub 2023 Aug 7.

Abstract

BACKGROUND

Plasma neurofilament light chain (NFL) is a biomarker of inflammation and neurodegenerative diseases such as Alzheimer's disease (AD). However, the underlying neural mechanisms by which NFL affects cognitive function remain unclear. In this study, we investigated the effects of inflammation on cognitive integrity in patients with cognitive impairment through the functional interaction of plasma NFL with large-scale brain networks.

METHODS

This study included 29 cognitively normal, 55 LowNFL patients, and 55 HighNFL patients. Group independent component analysis (ICA) was applied to the resting-state fMRI data, and 40 independent components (IC) were extracted for the whole brain. Next, the dynamic functional network connectivity (dFNC) of each subject was estimated using the sliding-window method and k-means clustering, and five dynamic functional states were identified. Finally, we applied mediation analysis to investigate the relationship between plasma NFL and dFNC indicators and cognitive scales.

RESULTS

The present study explored the dynamics of whole-brain FNC in controls and LowNFL and HighNFL patients and highlighted the temporal properties of dFNC states in relation to psychological scales. A potential mechanism for the association between dFNC indicators and NFL levels in cognitively impaired patients.

CONCLUSIONS

Our findings suggested the decreased ability of information processing and communication in the HighNFL group, which helps us to understand their abnormal cognitive functions clinically. Characteristic changes in the inflammation-coupled dynamic brain network may provide alternative biomarkers for the assessment of disease severity in cognitive impairment patients.

摘要

背景

血浆神经丝轻链(NFL)是炎症和神经退行性疾病(如阿尔茨海默病(AD))的生物标志物。然而,NFL 影响认知功能的潜在神经机制仍不清楚。在这项研究中,我们通过血浆 NFL 与大脑大规模网络的功能相互作用,研究了炎症对认知障碍患者认知完整性的影响。

方法

本研究纳入了 29 名认知正常、55 名低 NFL 患者和 55 名高 NFL 患者。采用组独立成分分析(ICA)对静息态 fMRI 数据进行分析,提取全脑 40 个独立成分(IC)。接下来,采用滑动窗口法和 k-均值聚类法对每个受试者的动态功能网络连接(dFNC)进行估计,确定了五个动态功能状态。最后,我们采用中介分析来探讨血浆 NFL 与 dFNC 指标和认知量表之间的关系。

结果

本研究探讨了对照组和低 NFL 组及高 NFL 组全脑 FNC 的动态变化,并强调了 dFNC 状态与心理量表之间的时间特性。揭示了认知障碍患者中 dFNC 指标与 NFL 水平之间关联的潜在机制。

结论

我们的研究结果表明,高 NFL 组的信息处理和交流能力下降,这有助于我们从临床角度理解他们异常的认知功能。炎症相关的动态大脑网络的特征变化可能为评估认知障碍患者的疾病严重程度提供替代的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c869/10848064/f66c159b4dd0/CNS-30-e14391-g004.jpg

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