Laboratory of Immunopathology, Institute of Clinical Pathology, Department of Laboratory Medicine, University Hospital of Udine, 33100 Udine, Italy.
Dipartimento di Area Medica (DAME), University of Udine, 33100 Udine, Italy.
Int J Mol Sci. 2022 Apr 27;23(9):4830. doi: 10.3390/ijms23094830.
The main aim of this study was to identify the most relevant cytokines which, when assessed in the earliest stages from hospital admission, may help to select COVID-19 patients with worse prognosis. A retrospective observational study was conducted in 415 COVID-19 patients (272 males; mean age 68 ± 14 years) hospitalized between May 2020 and March 2021. Within the first 72 h from hospital admission, patients were tested for a large panel of biomarkers, including C-reactive protein (CRP), Mid-regional proadrenomedullin (MR-proADM), Interferon-γ, interleukin 6 (IL-6), IL-1β, IL-8, IL-10, soluble IL2-receptor-α (sIL2Rα), IP10 and TNFα. Extensive statistical analyses were performed (correlations, -tests, ranking tests and tree modeling). The mortality rate was 65/415 (15.7%) and a negative outcome (death and/or orotracheal intubation) affected 98/415 (23.6%) of cases. Univariate tests showed the majority of biomarkers increased in severe patients, but ranking tests helped to select the best variables to put on decisional tree modeling which identified IL-6 as the first dichotomic marker with a cut-off of 114 pg/mL. Then, a good synergy was found between IL-10, MR-proADM, sIL2Rα, IP10 and CRP in increasing the predictive value in classifying patients at risk or not for a negative outcome. In conclusion, beside IL-6, a panel of other cytokines representing the degree of immunoparalysis and the anti-inflammatory response (IP10, sIL2Rα and IL-10) showed synergic role when combined to biomarkers of systemic inflammation and endothelial dysfunction (CRP, MR-proADM) and may also better explain disease pathogenesis and suggests targeted intervention.
本研究的主要目的是确定在入院后最早阶段评估时最相关的细胞因子,这些细胞因子可能有助于选择预后较差的 COVID-19 患者。对 2020 年 5 月至 2021 年 3 月住院的 415 名 COVID-19 患者(272 名男性;平均年龄 68±14 岁)进行了回顾性观察研究。在入院后 72 小时内,对患者进行了大量生物标志物检测,包括 C 反应蛋白(CRP)、中区域前肾上腺髓质素(MR-proADM)、干扰素-γ、白细胞介素 6(IL-6)、白细胞介素 1β(IL-1β)、白细胞介素 8(IL-8)、白细胞介素 10(IL-10)、可溶性白细胞介素 2 受体-α(sIL2Rα)、IP10 和 TNFα。进行了广泛的统计分析(相关性、检验、排序检验和树模型)。死亡率为 65/415(15.7%),不良结局(死亡和/或经口气管插管)影响了 98/415(23.6%)的病例。单变量检验显示,大多数生物标志物在重症患者中增加,但排序检验有助于选择最佳变量用于决策树模型,该模型确定 IL-6 为第一个二分类标志物,截断值为 114pg/mL。然后,发现 IL-10、MR-proADM、sIL2Rα、IP10 和 CRP 之间存在良好的协同作用,可增加对有或无不良结局风险患者的分类预测值。总之,除了 IL-6 之外,一组代表免疫麻痹和抗炎反应程度的其他细胞因子(IP10、sIL2Rα 和 IL-10)与炎症反应和内皮功能障碍的生物标志物(CRP、MR-proADM)结合使用时具有协同作用,也可以更好地解释疾病发病机制,并提示靶向干预。