Prompt Predicting of Early Clinical Deterioration of Moderate-to-Severe COVID-19 Patients: Usefulness of a Combined Score Using IL-6 in a Preliminary Study

J Allergy Clin Immunol Pract. 2020 Sep;8(8):2575-2581.e2. doi: 10.1016/j.jaip.2020.06.013. Epub 2020 Jun 19.

Abstract

Background: The early identification of patients at risk of clinical deterioration is of interest considering the timeline of COVID-19 after the onset of symptoms.

Objective: The aim of our study was to evaluate the usefulness of testing serum IL-6 and other serological and clinical biomarkers, to predict a short-term negative clinical course of patients with noncritical COVID-19.

Methods: A total of 208 patients with noncritical COVID-19 pneumonia at admission were consecutively enrolled. Clinical and laboratory findings obtained on admission were analyzed by using survival analysis and stepwise logistic regression for variable selection. Three-day worsening as outcome in a logistic model to generate a prognostic score was used.

Results: Clinical worsening occurred in 63 patients (16 = died; 39 = transferred to intensive care unit; 8 worsening of respiratory failure). Forty-five of them worsened within 3 days after admission. The risk of clinical worsening was progressively enhanced along with increasing quartiles of IL-6 levels. Multivariate analysis showed that IL-6 (P = .005), C-reactive protein (CRP) (P = .003), and SaO2/FiO2 (P = .014) were the best predictors for clinical deterioration in the first 3 days after admission. The combined score yielded an area under the curve = 0.88 (95% confidence interval: 0.83-0.93). A nomogram predicting the probability of 3-day worsening was generated. The score also showed good performance for 7-day and 14- or 21-day worsening and in predicting death occurring during all the follow-up.

Conclusions: Combining IL-6, CRP, and SaO2/FiO2 in a score may help clinicians to identify on admission those patients with COVID-19 who are at high risk for a further 3-day clinical deterioration.

Keywords: C-reactive protein; COVID-19; IL-6; Risk factors; SARS-CoV-2.

Publication types

  • Observational Study

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Betacoronavirus
  • Biomarkers
  • C-Reactive Protein / analysis
  • COVID-19
  • Clinical Deterioration*
  • Comorbidity
  • Coronavirus Infections / blood
  • Coronavirus Infections / epidemiology*
  • Coronavirus Infections / mortality
  • Coronavirus Infections / physiopathology*
  • Female
  • Humans
  • Interleukin-6 / blood*
  • Kaplan-Meier Estimate
  • Length of Stay
  • Male
  • Middle Aged
  • Oxygen / blood
  • Pandemics
  • Pneumonia, Viral / blood
  • Pneumonia, Viral / epidemiology*
  • Pneumonia, Viral / mortality
  • Pneumonia, Viral / physiopathology*
  • ROC Curve
  • Retrospective Studies
  • SARS-CoV-2
  • Time Factors
  • Young Adult

Substances

  • Biomarkers
  • Interleukin-6
  • C-Reactive Protein
  • Oxygen