Distinct Patterns of Blood Cytokines Beyond a Cytokine Storm Predict Mortality in COVID-19

被引:32
作者
Herr, Christian [1 ]
Mang, Sebastian [1 ]
Mozafari, Bahareh [1 ]
Guenther, Katharina [1 ]
Speer, Thimoteus [2 ]
Seibert, Martina [1 ]
Srikakulam, Sanjay Kumar [1 ]
Beisswenger, Christoph [1 ]
Ritzmann, Felix [1 ]
Keller, Andreas [3 ]
Mueller, Rolf [4 ]
Smola, Sigrun [5 ]
Eisinger, Dominic [6 ]
Zemlin, Michael [7 ]
Danziger, Guy [1 ]
Volk, Thomas [8 ]
Hoersch, Sabrina [8 ]
Krawczyk, Marcin [9 ]
Lammert, Frank [9 ]
Adams, Thomas [9 ]
VVagenpfeil, Gudrun [10 ]
Kindermann, Michael [11 ]
Marcu, Constantin [11 ]
Ataya, Zuhair Wolf Dietrich [12 ]
Mittag, Marc [13 ]
Schwarzkopf, Konrad [13 ]
Custodis, Florian [13 ]
Grandt, Daniel [13 ]
Schaefer, Harald [14 ]
Eltges, Kai [14 ]
Lepper, Philipp M. [1 ]
Bals, Robert [1 ]
机构
[1] Saarland Univ, Dept Internal Med Pulmonol Allergol & Crit Care M, D-66421 Homburg, Germany
[2] Saarland Univ, Dept Internal Med Nephrol & Hypertens & Translat, D-66421 Homburg, Germany
[3] Saarland Univ, Clin Bioinformat, D-66421 Homburg, Germany
[4] Helmholtz Inst Pharmaceut Sci Saarland, D-66123 Saarbrucken, Germany
[5] Saarland Univ, Inst Virol, D-66421 Homburg, Germany
[6] Myriad RBM Inc, Austin, TX 78759 USA
[7] Saarland Univ, Dept Gen Pediat & Neonatol, D-66421 Homburg, Germany
[8] Saarland Univ, Dept Anesthesiol Intens Care Med & Pain Therapy, D-66421 Homburg, Germany
[9] Saarland Univ, Dept Internal Med Gastroenterol 2, D-66421 Homburg, Germany
[10] Saarland Univ, Inst Med Biometry Epidemiol & Med Informat, D-66421 Homburg, Germany
[11] Caritas Hosp St Theresia, Dept Internal Med Cardiol & Intens Care Med, D-66113 Saarbrucken, Germany
[12] Caritas Hosp St Josef Saarbrucken, Dept Gastroenterol Internal & Intens Care Med, D-66125 Saarbrucken, Germany
[13] Saarbrucken Hosp, Dept Anesthesiol Gastroenterol & Intens Care Med, D-66119 Saarbrucken, Germany
[14] SHG Hosp Volklingen, Dept Internal Med & Pulmonol, D-66333 Saarbrucken, Germany
关键词
biomarker; inflammation; SARS-CoV2;
D O I
10.2147/JIR.S320685
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
071005 [微生物学]; 100108 [医学免疫学];
摘要
Background: COVID-19 comprises several severity stages ranging from oligosymptomatic disease to multi-organ failure and fatal outcomes. The mechanisms why COVID-19 is a mild disease in some patients and progresses to a severe multi-organ and often fatal disease with respiratory failure are not known. Biomarkers that predict the course of disease are urgently needed. The aim of this study was to evaluate a large spectrum of established laboratory measurements. Patients and Methods: Patients from the prospective PULMPOHOM and CORSAAR studies were recruited and comprised 35 patients with COVID-19, 23 with conventional pneumonia, and 28 control patients undergoing elective non-pulmonary surgery. Venous blood was used to measure the serum concentrations of 79 proteins by Luminex multiplex immunoassay technology. Distribution of biomarkers between groups and association with disease severity and outcomes were analyzed. Results: The biomarker profiles between the three groups differed significantly with elevation of specific proteins specific for the respective conditions. Several biomarkers correlated significantly with disease severity and death. Uniform manifold approximation and projection (UMAP) analysis revealed a significant separation of the three disease groups and separated between survivors and deceased patients. Different models were developed to predict mortality based on the baseline measurements of several protein markers. A score combining IL-1ra, IL-8, IL-10, MCP-1, SCF and CA-9 was associated with significantly higher mortality (AUC 0.929). Discussion: Several newly identified blood markers were significantly increased in patients with severe COVID-19 (AAT, EN-RAGE, myoglobin, SAP, TIMP-1, vWF, decorin) or in patients that died (IL-1ra, IL-8, IL-10, MCP-1, SCF, CA-9). The use of established assay technologies allows for rapid translation into clinical practice.
引用
收藏
页码:4651 / 4667
页数:17
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