An immune-based biomarker signature is associated with mortality in COVID-19 patients

JCI Insight. 2021 Jan 11;6(1):e144455. doi: 10.1172/jci.insight.144455.

Abstract

Immune and inflammatory responses to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) contribute to disease severity of coronavirus disease 2019 (COVID-19). However, the utility of specific immune-based biomarkers to predict clinical outcome remains elusive. Here, we analyzed levels of 66 soluble biomarkers in 175 Italian patients with COVID-19 ranging from mild/moderate to critical severity and assessed type I IFN-, type II IFN-, and NF-κB-dependent whole-blood transcriptional signatures. A broad inflammatory signature was observed, implicating activation of various immune and nonhematopoietic cell subsets. Discordance between IFN-α2a protein and IFNA2 transcript levels in blood suggests that type I IFNs during COVID-19 may be primarily produced by tissue-resident cells. Multivariable analysis of patients' first samples revealed 12 biomarkers (CCL2, IL-15, soluble ST2 [sST2], NGAL, sTNFRSF1A, ferritin, IL-6, S100A9, MMP-9, IL-2, sVEGFR1, IL-10) that when increased were independently associated with mortality. Multivariate analyses of longitudinal biomarker trajectories identified 8 of the aforementioned biomarkers (IL-15, IL-2, NGAL, CCL2, MMP-9, sTNFRSF1A, sST2, IL-10) and 2 additional biomarkers (lactoferrin, CXCL9) that were substantially associated with mortality when increased, while IL-1α was associated with mortality when decreased. Among these, sST2, sTNFRSF1A, IL-10, and IL-15 were consistently higher throughout the hospitalization in patients who died versus those who recovered, suggesting that these biomarkers may provide an early warning of eventual disease outcome.

Keywords: COVID-19; Chemokines; Cytokines; Immunology.

Publication types

  • Research Support, N.I.H., Intramural

MeSH terms

  • Adrenal Cortex Hormones / therapeutic use
  • Adult
  • Aged
  • Anti-Bacterial Agents / therapeutic use
  • Antibodies, Monoclonal, Humanized / therapeutic use
  • Antiviral Agents / therapeutic use
  • Azithromycin / therapeutic use
  • Biomarkers
  • COVID-19 / genetics
  • COVID-19 / immunology*
  • COVID-19 / mortality*
  • COVID-19 / therapy
  • Calgranulin B / genetics
  • Calgranulin B / immunology
  • Case-Control Studies
  • Chemokine CCL2 / genetics
  • Chemokine CCL2 / immunology
  • Chemokine CXCL9 / genetics
  • Chemokine CXCL9 / immunology
  • Enzyme Inhibitors / therapeutic use
  • Female
  • Ferritins / genetics
  • Ferritins / immunology
  • Gene Expression Profiling
  • Humans
  • Hydroxychloroquine / therapeutic use
  • Immunologic Factors / therapeutic use
  • Interferon Type I / genetics
  • Interferon Type I / immunology
  • Interferon-gamma / genetics
  • Interferon-gamma / immunology
  • Interleukin-1 Receptor-Like 1 Protein / genetics
  • Interleukin-1 Receptor-Like 1 Protein / immunology
  • Interleukin-10 / genetics
  • Interleukin-10 / immunology
  • Interleukin-15 / genetics
  • Interleukin-15 / immunology
  • Interleukin-2 / genetics
  • Interleukin-2 / immunology
  • Interleukin-6 / genetics
  • Interleukin-6 / immunology
  • Lactoferrin / genetics
  • Lactoferrin / immunology
  • Lipocalin-2 / genetics
  • Lipocalin-2 / immunology
  • Male
  • Matrix Metalloproteinase 9 / genetics
  • Matrix Metalloproteinase 9 / immunology
  • Middle Aged
  • Multivariate Analysis
  • NF-kappa B / genetics
  • NF-kappa B / immunology
  • Prognosis
  • Receptors, Tumor Necrosis Factor, Type I / genetics
  • Receptors, Tumor Necrosis Factor, Type I / immunology
  • SARS-CoV-2
  • Severity of Illness Index
  • Vascular Endothelial Growth Factor Receptor-1 / genetics
  • Vascular Endothelial Growth Factor Receptor-1 / immunology

Substances

  • Adrenal Cortex Hormones
  • Anti-Bacterial Agents
  • Antibodies, Monoclonal, Humanized
  • Antiviral Agents
  • Biomarkers
  • CCL2 protein, human
  • CXCL9 protein, human
  • Calgranulin B
  • Chemokine CCL2
  • Chemokine CXCL9
  • Enzyme Inhibitors
  • IL10 protein, human
  • IL15 protein, human
  • IL1RL1 protein, human
  • IL2 protein, human
  • IL6 protein, human
  • Immunologic Factors
  • Interferon Type I
  • Interleukin-1 Receptor-Like 1 Protein
  • Interleukin-15
  • Interleukin-2
  • Interleukin-6
  • LCN2 protein, human
  • LTF protein, human
  • Lipocalin-2
  • NF-kappa B
  • Receptors, Tumor Necrosis Factor, Type I
  • S100A9 protein, human
  • TNFRSF1A protein, human
  • Interleukin-10
  • canakinumab
  • Hydroxychloroquine
  • Interferon-gamma
  • Azithromycin
  • Ferritins
  • Vascular Endothelial Growth Factor Receptor-1
  • Lactoferrin
  • MMP9 protein, human
  • Matrix Metalloproteinase 9
  • tocilizumab