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无认知障碍的进行性嗅觉减退型帕金森病的功能活动、功能连接及复杂网络生物标志物:静息态功能磁共振成像研究证据

Functional activity, functional connectivity and complex network biomarkers of progressive hyposmia Parkinson's disease with no cognitive impairment: evidences from resting-state fMRI study.

作者信息

Geng Lei, Cao Wenfei, Zuo Juan, Yan Hongjie, Wan Jinxin, Sun Yi, Wang Nizhuan

机构信息

Department of Medical Imaging, The Second People's Hospital of Lianyungang, Lianyungang, China.

The Oncology Hospital of Lianyungang, Lianyungang, China.

出版信息

Front Aging Neurosci. 2024 Sep 25;16:1455020. doi: 10.3389/fnagi.2024.1455020. eCollection 2024.

Abstract

BACKGROUND

Olfactory dysfunction stands as one of the most prevalent non-motor symptoms in the initial stage of Parkinson's disease (PD). Nevertheless, the intricate mechanisms underlying olfactory deficits in Parkinson's disease still remain elusive.

METHODS

This study collected rs-fMRI data from 30 PD patients [15 with severe hyposmia (PD-SH) and 15 with no/mild hyposmia (PD-N/MH)] and 15 healthy controls (HC). To investigate functional segregation, the amplitude of low-frequency fluctuation (ALFF) and regional homogeneity (ReHo) were utilized. Functional connectivity (FC) analysis was performed to explore the functional integration across diverse brain regions. Additionally, the graph theory-based network analysis was employed to assess functional networks in PD patients. Furthermore, Pearson correlation analysis was conducted to delve deeper into the relationship between the severity of olfactory dysfunction and various functional metrics.

RESULTS

We discovered pronounced variations in ALFF, ReHo, FC, and topological brain network attributes across the three groups, with several of these disparities exhibiting a correlation with olfactory scores.

CONCLUSION

Using fMRI, our study analyzed brain function in PD-SH, PD-N/MH, and HC groups, revealing impaired segregation and integration in PD-SH and PD-N/MH. We hypothesize that changes in temporal, frontal, occipital, and cerebellar activities, along with aberrant cerebellum-insula connectivity and node degree and betweenness disparities, may be linked to olfactory dysfunction in PD patients.

摘要

背景

嗅觉功能障碍是帕金森病(PD)早期最常见的非运动症状之一。然而,帕金森病嗅觉减退的复杂机制仍不清楚。

方法

本研究收集了30例PD患者[15例严重嗅觉减退(PD-SH)和15例无/轻度嗅觉减退(PD-N/MH)]及15名健康对照者(HC)的静息态功能磁共振成像(rs-fMRI)数据。为研究功能分离,采用低频振幅(ALFF)和局部一致性(ReHo)。进行功能连接(FC)分析以探索不同脑区之间的功能整合。此外,采用基于图论的网络分析来评估PD患者的功能网络。进一步进行Pearson相关分析以深入探讨嗅觉功能障碍严重程度与各种功能指标之间的关系。

结果

我们发现三组之间在ALFF、ReHo、FC和脑拓扑网络属性方面存在显著差异,其中一些差异与嗅觉评分相关。

结论

本研究利用功能磁共振成像分析了PD-SH、PD-N/MH和HC组的脑功能,揭示了PD-SH和PD-N/MH组中分离和整合受损。我们推测颞叶、额叶、枕叶和小脑活动的变化,以及小脑-岛叶连接异常和节点度及中介中心性差异,可能与PD患者的嗅觉功能障碍有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f454/11461260/65b1d7f1b91f/fnagi-16-1455020-g001.jpg

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