Basic host response parameters to classify mortality risk in COVID-19 and community-acquired pneumonia

Sci Rep. 2024 Jun 3;14(1):12726. doi: 10.1038/s41598-024-62718-4.

Abstract

Improved phenotyping in pneumonia is necessary to strengthen risk assessment. Via a feasible and multidimensional approach with basic parameters, we aimed to evaluate the effect of host response at admission on severity stratification in COVID-19 and community-acquired pneumonia (CAP). Three COVID-19 and one CAP multicenter cohorts including hospitalized patients were recruited. Three easily available variables reflecting different pathophysiologic mechanisms-immune, inflammation, and respiratory-were selected (absolute lymphocyte count [ALC], C-reactive protein [CRP] and, SpO2/FiO2). In-hospital mortality and intensive care unit (ICU) admission were analyzed as outcomes. A multivariable, penalized maximum likelihood logistic regression was performed with ALC (< 724 lymphocytes/mm3), CRP (> 60 mg/L), and, SpO2/FiO2 (< 450). A total of 1452, 1222 and 462 patients were included in the three COVID-19 and 1292 in the CAP cohort for the analysis. Mortality ranged between 4 and 32% (0 to 3 abnormal biomarkers) and 0-9% in SARS-CoV-2 pneumonia and CAP, respectively. In the first COVID-19 cohort, adjusted for age and sex, we observed an increased odds ratio for in-hospital mortality in COVID-19 with elevated biomarkers altered (OR 1.8, 3, and 6.3 with 1, 2, and 3 abnormal biomarkers, respectively). The model had an AUROC of 0.83. Comparable findings were found for ICU admission, with an AUROC of 0.76. These results were confirmed in the other COVID-19 cohorts Similar OR trends were reported in the CAP cohort; however, results were not statistically significant. Assessing the host response via accessible biomarkers is a simple and rapidly applicable approach for pneumonia.

Keywords: Biomarkers; COVID-19; Host response; Mortality; Pneumonia.

Publication types

  • Multicenter Study

MeSH terms

  • Aged
  • Aged, 80 and over
  • Biomarkers / blood
  • C-Reactive Protein / analysis
  • C-Reactive Protein / metabolism
  • COVID-19* / immunology
  • COVID-19* / mortality
  • COVID-19* / virology
  • Community-Acquired Infections* / mortality
  • Community-Acquired Infections* / virology
  • Female
  • Hospital Mortality*
  • Humans
  • Intensive Care Units
  • Lymphocyte Count
  • Male
  • Middle Aged
  • Pneumonia / mortality
  • Pneumonia / virology
  • Risk Assessment / methods
  • SARS-CoV-2
  • Severity of Illness Index

Substances

  • C-Reactive Protein
  • Biomarkers