Research and Development Division, Sysmex R&D Centre Europe GmbH, Falkenried 88 20251 Hamburg, Germany
Division of Nephrology, Indiana University, 107 S Indiana Ave, Bloomington, USA
Eur Cytokine Netw. 2022 Jun 1;33(2):25-36. doi: 10.1684/ecn.2022.0477.
Treatment of severe and critical cases of coronavirus disease 2019 (COVID-19) is still a top priority in public health. Previously, we reported distinct Th1 cytokines related to the pathophysiology of severe COVID-19 condition. In the present study, we investigated the association of Th1 and Th2 cytokine/chemokine endotypes with cell-mediated immunity via multiplex immunophenotyping, single-cell RNA-Seq analysis of peripheral blood mononuclear cells, and analysis of the clinical features of COVID-19 patients. Based on serum cytokine and systemic inflammatory markers, COVID-19 cases were classified into four clusters of increasing (I-IV) severity. Two prominent clusters were of interest and could be used as prognostic reference for a targeted treatment of severe COVID-19 cases. Cluster III reflected severe/critical pathology and was characterized by decreased in CCL17 levels and increase in IL-6, C-reactive protein CXCL9, IL-18, and IL-10 levels. The second cluster (Cluster II) showed mild to moderate pathology and was characterized by predominated CXCL9 and IL-18 levels, levels of IL-6 and CRP were relatively low. Cluster II patients received anti-inflammatory treatment in early-stage, which may have led prevent disease prognosis which is accompanied to IL-6 and CRP induction. In Cluster III, a decrease in the proportion of effector T cells with signs of T cell exhaustion was observed. This study highlights the mechanisms of endotype clustering based on specific inflammatory markers in related the clinical outcome of COVID-19.
治疗 2019 冠状病毒病(COVID-19)的重症和危重症病例仍然是公共卫生的重中之重。此前,我们报告了与 COVID-19 重症发病机制相关的明显 Th1 细胞因子。在本研究中,我们通过多指标免疫表型分析、外周血单个核细胞单细胞 RNA-Seq 分析以及 COVID-19 患者的临床特征分析,研究了 Th1 和 Th2 细胞因子/趋化因子表型与细胞介导免疫的相关性。基于血清细胞因子和全身炎症标志物,将 COVID-19 病例分为严重程度逐渐增加的四个聚类(I-IV)。有两个显著的聚类很有意义,可以作为严重 COVID-19 病例靶向治疗的预后参考。聚类 III 反映了严重/危急的病理特征,其特征是 CCL17 水平降低,IL-6、C 反应蛋白 CXCL9、IL-18 和 IL-10 水平升高。第二个聚类(聚类 II)表现为轻度至中度病理特征,其特征是 CXCL9 和 IL-18 水平为主,IL-6 和 CRP 水平相对较低。聚类 II 患者在早期接受抗炎治疗,这可能导致了疾病预后的改善,而疾病预后的改善伴随着 IL-6 和 CRP 的诱导。在聚类 III 中,观察到效应 T 细胞比例下降,表现出 T 细胞耗竭的迹象。这项研究强调了基于特定炎症标志物的表型聚类机制与 COVID-19 临床结局的相关性。