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循环炎症标志物预测了COVID-19幸存者的抑郁症状

Mariagrazia Palladini¹, Mario Gennaro Mazza², Rebecca De Lorenzo³

¹Vita-Salute San Raffaele University, Milano, Italy; Psychiatry and Clinical Psychobiology Unit, Division of Neuroscience, IRCCS Ospedale San Raffaele, Milano, Italy.

|December 19, 2024

概括

后COVID-19抑郁症可能源于免疫反应. 特定的细胞因子水平,如CCL17和CCL22,与抑郁症有关,而其他细胞因子则对幸存者产生保护作用.

科学领域:

神经免疫学神经免疫学
精神病学是一种精神病学.
传染病流行病学传染病流行病学

背景情况:

越来越多地承认COVID-19后抑郁症,怀疑免疫失调是关键的神经生物学机制.
在SARS-CoV-2感染后持续的低级炎症可能会导致抑郁症状的发展.

研究的目的:

调查血清细胞因子水平与COVID-19幸存者的抑郁症存在之间的关联.
确定特定的炎症生物标志物,可以预测COVID-19后抑郁症的发展.

主要方法:

87名COVID-19幸存者感染后1个月和3个月的血清细胞因子水平被测量.
使用贝克抑郁 inventory (BDI-13) 和自评抑郁量表 (ZSDS) 评估抑郁症状.
机器学习模型,包括处罚后勤回归和引导分析,用于分析42种炎症化合物并预测抑郁症.

主要成果:

在横截面分析中,高水平的CCL17和CCL22与COVID-19后抑郁症有关 (平衡精度:76%;灵敏度:70%).
一些细胞因子 (CXCL10,CCL2,CCL3,CCL8,CXCL5,CCL15,CCL23,CXCL13,GM-CSF) 显示出具有保护性的作用.
纵向分析显示了CXCL16和CCL25作为额外的预测因子,细胞因子水平的动态变化准确地预测了长期抑郁症 (平衡精度:76% ,灵敏度:75%).

结论:

特定的免疫特征,以明显的细胞因子模式为特征,与COVID-19后抑郁症有关.
这些发现强调了免疫失调在COVID-19后抑郁症病理生理学的作用.
对这些分子机制的进一步研究对于开发针对COVID-19幸存者抑郁症的向治疗策略至关重要.

关键词:

在 COVID-19 疫情中,抑郁症抑郁症抑郁症免疫系统的免疫系统.炎症炎症是一种炎症.长时间的COVID.心理健康心理健康

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