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

Eric Guedj, Jacques-Yves Campion, Tatiana Horowitz, Fanny Barthélémy, Stéphanie Khalfa, Wissam El-Hage
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引用次数: 0

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) (p-voxel < 0.001, k > 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.

COVID-19封锁期间的情绪压力:消极的X/推特帖子与大脑恐惧网络变化的关系
导读:2019冠状病毒病大流行深刻影响了心理健康,封锁期尤其加剧了恐惧、悲伤和不确定等负面情绪。这项研究调查了与法国首次COVID-19封锁对弱势群体的心理背景相关的大脑代谢变化。方法:作为心理背景的代理度量,我们使用了来自开源X/Twitter数据集(“第一个法国COVID-19封锁Twitter数据集”)的综合负面情绪评分,旨在捕捉55天封锁期间的公众情绪。该评分与95例神经系统疾病患者基于全脑体素的FDG PET成像逐日相关,采用统计参数映射(SPM) (p-voxel < 0.001, k > 108)。结果:日常负情绪得分与大脑恐惧回路关键区域右侧腹内侧前额叶皮层(vmPFC)和前扣带皮层(ACC)的代谢呈显著负相关。来自右侧vmPFC/ACC的代谢连通性的区域间相关分析(IRCA)进一步揭示了包括杏仁核、海马、丘脑和基底神经节在内的右侧边缘主导网络。讨论:这些发现突出了右侧vmPFC/ACC对社会情绪压力源的敏感性,表明在大流行期间观察到的心理和精神疾病增加的潜在脑基质。进一步的研究需要在更大的人群中验证这些结果,并探索其纵向影响,以更好地了解集体压力对神经系统的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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