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性激素塑造早期帕金森病患者基于脑电图的功能连接。

Sex hormones shape EEG-based functional connectivity in early-stage Parkinson's disease patients.

作者信息

Conti Matteo, Bovenzi Roberta, Pierantozzi Mariangela, Simonetta Clara, Ferrari Valerio, Bissacco Jacopo, Cerroni Rocco, Liguori Claudio, Giuliano Francesca Di, Mercuri Nicola Biagio, Schirinzi Tommaso, Stefani Alessandro

机构信息

Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy.

Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy; UOSD Parkinson Centre, Tor Vergata University Hospital, Rome, Italy.

出版信息

Neuroimage Clin. 2025;45:103721. doi: 10.1016/j.nicl.2024.103721. Epub 2024 Dec 6.

Abstract

Parkinson's disease (PD) epidemiology and clinical features are sexually dimorphic. However, there are no data based on EEG functional connectivity (FC). Likewise, the contribution of sex hormones on brain FC has never been evaluated. Here, we aimed to investigate the association between biological sex and sex hormones on cortical FC changes in PD using high-density EEG. This study involved 69 early-stage PD patients (F/M 27/42) and 69 age-matched healthy controls (HC) (F/M 30/39). Sex hormone levels (total-testosterone (TT), estradiol (E2), follicle-stimulating hormone (FSH), and luteinizing hormone (LH)) were assessed in PD patients. Data were recorded with a 64-channel EEG system. Source reconstruction method was used to identify brain activity. Cortico-cortical FC was analysed based on the weighted phase-lag index (wPLI) in θ-α-β-low γ bands. Network-based statistic (NBS) was used to compare FC between genders in HC and PD and to study the relationship between FC and sex hormones in PD. PD exhibited a hypoconnected network at θ and α bands and a hyperconnected network at β band compared to HC. Male HC showed a hyperconnected network at α-band compared to female HC. Conversely, males with PD showed a hypoconnected network at α-band compared to females with PD. In females and males with PD, E2 positively correlated with α-FC, while gonadotropins positively correlated with β-FC. TT positively correlated with the θ-FC only in males. Sex hormones shape EEG-FC in both males and females with PD, supporting their major influence on PD pathophysiology.

摘要

帕金森病(PD)的流行病学和临床特征存在性别差异。然而,目前尚无基于脑电图功能连接(FC)的数据。同样,性激素对脑功能连接的影响从未得到评估。在此,我们旨在使用高密度脑电图研究生物学性别和性激素与PD患者皮质功能连接变化之间的关联。本研究纳入了69例早期PD患者(女性/男性27/42)和69例年龄匹配的健康对照(HC)(女性/男性30/39)。对PD患者的性激素水平(总睾酮(TT)、雌二醇(E2)、卵泡刺激素(FSH)和黄体生成素(LH))进行了评估。使用64通道脑电图系统记录数据。采用源重建方法识别脑活动。基于加权相位滞后指数(wPLI)在θ-α-β-低γ频段分析皮质-皮质功能连接。基于网络的统计方法(NBS)用于比较HC和PD患者不同性别之间的功能连接,并研究PD患者功能连接与性激素之间的关系。与HC相比,PD患者在θ和α频段表现为连接减弱的网络,在β频段表现为连接增强的网络。男性HC在α频段比女性HC表现出连接增强的网络。相反,与PD女性相比,PD男性在α频段表现为连接减弱的网络。在PD女性和男性中,E2与α频段功能连接呈正相关,而促性腺激素与β频段功能连接呈正相关。仅在男性中,TT与θ频段功能连接呈正相关。性激素塑造了PD男性和女性的脑电图功能连接,支持其对PD病理生理学的主要影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61cc/11681825/309ff8a4e476/gr1.jpg

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