COVID-19 risk stratification algorithms based on sTREM-1 and IL-6 in emergency department

J Allergy Clin Immunol. 2021 Jan;147(1):99-106.e4. doi: 10.1016/j.jaci.2020.10.001. Epub 2020 Oct 9.

Abstract

Background: The coronavirus disease 2019 (COVID-19) pandemic has led to surges of patients presenting to emergency departments (EDs) and potentially overwhelming health systems.

Objective: We sought to assess the predictive accuracy of host biomarkers at clinical presentation to the ED for adverse outcome.

Methods: Prospective observational study of PCR-confirmed COVID-19 patients in the ED of a Swiss hospital. Concentrations of inflammatory and endothelial dysfunction biomarkers were determined at clinical presentation. We evaluated the accuracy of clinical signs and these biomarkers in predicting 30-day intubation/mortality, and oxygen requirement by calculating the area under the receiver-operating characteristic curve and by classification and regression tree analysis.

Results: Of 76 included patients with COVID-19, 24 were outpatients or hospitalized without oxygen requirement, 35 hospitalized with oxygen requirement, and 17 intubated/died. We found that soluble triggering receptor expressed on myeloid cells had the best prognostic accuracy for 30-day intubation/mortality (area under the receiver-operating characteristic curve, 0.86; 95% CI, 0.77-0.95) and IL-6 measured at presentation to the ED had the best accuracy for 30-day oxygen requirement (area under the receiver-operating characteristic curve, 0.84; 95% CI, 0.74-0.94). An algorithm based on respiratory rate and sTREM-1 predicted 30-day intubation/mortality with 94% sensitivity and 0.1 negative likelihood ratio. An IL-6-based algorithm had 98% sensitivity and 0.04 negative likelihood ratio for 30-day oxygen requirement.

Conclusions: sTREM-1 and IL-6 concentrations in COVID-19 in the ED have good predictive accuracy for intubation/mortality and oxygen requirement. sTREM-1- and IL-6-based algorithms are highly sensitive to identify patients with adverse outcome and could serve as early triage tools.

Keywords: COVID-19; Endothelial dysfunction; biomarkers; immune activation.

Publication types

  • Clinical Trial
  • Multicenter Study
  • Observational Study

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Algorithms*
  • COVID-19 / blood*
  • Emergency Service, Hospital*
  • Humans
  • Interleukin-6 / blood*
  • Middle Aged
  • Prospective Studies
  • Risk Assessment
  • SARS-CoV-2 / metabolism*
  • Triage
  • Triggering Receptor Expressed on Myeloid Cells-1 / blood*

Substances

  • IL6 protein, human
  • Interleukin-6
  • TREM1 protein, human
  • Triggering Receptor Expressed on Myeloid Cells-1