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新冠疫情封锁期间的情绪压力:负面的X/Twitter帖子与大脑恐惧网络变化之间的关联

Emotional stress during the COVID-19 lockdown: how negative X/Twitter posts correlated with changes in the brain's fear network.

作者信息

Guedj Eric, Campion Jacques-Yves, Horowitz Tatiana, Barthélémy Fanny, Khalfa Stéphanie, El-Hage Wissam

机构信息

Aix Marseille Univ, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, Nuclear Medicine Department, Marseille, France.

Université de Tours, INSERM, Imaging Brain & Neuropsychiatry IBraiN U1253, Tours, France.

出版信息

Front Nucl Med. 2025 Jun 10;5:1575026. doi: 10.3389/fnume.2025.1575026. eCollection 2025.

Abstract

INTRODUCTION

The COVID-19 pandemic has profoundly affected mental health, with lockdown periods particularly exacerbating negative emotions such as fear, sadness, and uncertainty. This study examines brain metabolic changes associated with the psychological context of the first French COVID-19 lockdown in vulnerable individuals.

METHODS

As a proxy measure of the psychological context, we used a composite negative-emotion score derived from an open-source X/Twitter dataset ("The First French COVID-19 Lockdown Twitter Dataset"), designed to capture public sentiment over the 55-day lockdown. This score was day-by-day correlated with whole-brain voxel-based [18F]FDG PET imaging in 95 patients with neurological conditions, using statistical parametric mapping (SPM) (-voxel < 0.001, > 108).

RESULTS

A significant negative correlation was found between daily negative-emotion scores and metabolism in the right ventromedial prefrontal cortex (vmPFC) and anterior cingulate cortex (ACC), key regions of the brain's fear circuit. Inter-regional correlation analysis (IRCA) of metabolic connectivity from the right vmPFC/ACC further revealed a right limbic-dominant network including the amygdala, hippocampus, thalamus, and basal ganglia.

DISCUSSION

These findings highlight the sensitivity of the right vmPFC/ACC to societal emotional stressors, suggesting a potential cerebral substrate for the increase in psychological and psychiatric disorders observed during the pandemic. Further research is needed to validate these results in larger populations and to explore their longitudinal implications, to better understand the neurological impact of collective stress.

摘要

引言

新冠疫情对心理健康产生了深远影响,封锁期尤其加剧了恐惧、悲伤和不确定性等负面情绪。本研究调查了法国首次新冠疫情封锁期间,脆弱个体大脑代谢变化与心理环境之间的关联。

方法

作为心理环境的替代指标,我们使用了一个从开源X/Twitter数据集(“法国首次新冠疫情封锁Twitter数据集”)得出的综合负面情绪评分,该数据集旨在捕捉55天封锁期内的公众情绪。使用统计参数映射(SPM)(体素<0.001,>108),将该评分与95名神经系统疾病患者基于体素的全脑[18F]FDG PET成像进行每日相关性分析。

结果

在右侧腹内侧前额叶皮层(vmPFC)和前扣带回皮层(ACC)(大脑恐惧回路的关键区域),每日负面情绪评分与代谢之间存在显著负相关。对右侧vmPFC/ACC代谢连通性的区域间相关性分析(IRCA)进一步揭示了一个以右侧边缘系统为主导的网络,包括杏仁核、海马体、丘脑和基底神经节。

讨论

这些发现突出了右侧vmPFC/ACC对社会情绪应激源的敏感性,表明在疫情期间观察到的心理和精神障碍增加可能存在潜在的大脑基础。需要进一步研究以在更大人群中验证这些结果,并探索其纵向影响,从而更好地理解集体压力对神经系统的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0299/12186706/e45103d6ce03/fnume-05-1575026-g001.jpg

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