Department of Health Sciences, Università degli Studi di Milano, via A. di Rudinì 8, Milan, Italy.
Department of Pharmaceutical Sciences, Università degli Studi di Milano, Milan, Italy.
Sci Rep. 2021 Nov 4;11(1):21633. doi: 10.1038/s41598-021-00755-z.
Although the serum lipidome is markedly affected by COVID-19, two unresolved issues remain: how the severity of the disease affects the level and the composition of serum lipids and whether serum lipidome analysis may identify specific lipids impairment linked to the patients' outcome. Sera from 49 COVID-19 patients were analyzed by untargeted lipidomics. Patients were clustered according to: inflammation (C-reactive protein), hypoxia (Horowitz Index), coagulation state (D-dimer), kidney function (creatinine) and age. COVID-19 patients exhibited remarkable and distinctive dyslipidemia for each prognostic factor associated with reduced defense against oxidative stress. When patients were clustered by outcome (7 days), a peculiar lipidome signature was detected with an overall increase of 29 lipid species, including-among others-four ceramide and three sulfatide species, univocally related to this analysis. Considering the lipids that were affected by all the prognostic factors, we found one sphingomyelin related to inflammation and viral infection of the respiratory tract and two sphingomyelins, that are independently related to patients' age, and they appear as candidate biomarkers to monitor disease progression and severity. Although preliminary and needing validation, this report pioneers the translation of lipidome signatures to link the effects of five critical clinical prognostic factors with the patients' outcomes.
尽管血清脂质组学受到 COVID-19 的显著影响,但仍存在两个未解决的问题:疾病的严重程度如何影响血清脂质的水平和组成,以及血清脂质组学分析是否可以识别与患者预后相关的特定脂质损伤。对 49 例 COVID-19 患者的血清进行了非靶向脂质组学分析。根据炎症(C 反应蛋白)、缺氧(霍罗威茨指数)、凝血状态(D-二聚体)、肾功能(肌酐)和年龄对患者进行聚类。COVID-19 患者表现出与每种与抗氧化应激防御降低相关的预后因素相关的显著而独特的血脂异常。当根据结局(7 天)对患者进行聚类时,检测到一个特殊的脂质组特征,总共有 29 种脂质增加,其中包括四种神经酰胺和三种神经节苷脂,这与该分析具有一致性。考虑到受所有预后因素影响的脂质,我们发现一种与炎症和呼吸道病毒感染有关的神经鞘磷脂,以及两种与患者年龄独立相关的神经鞘磷脂,它们似乎是监测疾病进展和严重程度的候选生物标志物。尽管这是初步的且需要验证,但本报告开创了将脂质组学特征转化为将五种关键临床预后因素的影响与患者结局联系起来的先河。