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Article

Prognostic Biomarkers in COVID-19: Prediction of Critical Outcomes and Mortality

by
Joise Wottrich
,
Lucas Machado Sulzbacher
,
Maicon Machado Sulzbacher
,
Vítor Antunes de Oliveira
,
Pauline Brendler Goettems Fiorin
,
Mirna Stela Ludwig
,
Thiago Gomes Heck
and
Matias Nunes Frizzo
*
Graduate Program in Comprehensive Health Care (PPGAIS), Regional University of the Northwest of the State of Rio Grande do Sul (UNIJUÍ), Ijuí 98700-000, RS, Brazil
*
Author to whom correspondence should be addressed.
COVID 2026, 6(8), 140; https://doi.org/10.3390/covid6080140
Submission received: 1 April 2026 / Revised: 28 July 2026 / Accepted: 30 July 2026 / Published: 4 August 2026
(This article belongs to the Section COVID Clinical Manifestations and Management)

Abstract

COVID-19, caused by the SARS-CoV-2 coronavirus, emerged as a global pandemic in 2020, with profound impacts on public health and a substantial burden on intensive care units (ICUs). Because critically ill patients are at increased risk of rapid clinical deterioration and death, there is a need for reliable early prognostic biomarkers to support risk stratification and optimize clinical management. Therefore, this study investigated whether clinical and laboratory parameters obtained at hospital admission could serve as prognostic biomarkers for endotracheal intubation and mortality in critically ill patients with COVID-19 admitted to ICUs. A retrospective analytical study was conducted using the medical records of 107 critically ill patients with confirmed COVID-19 admitted to ICUs. Patients were classified according to clinical outcome as survivors (n = 22) or non-survivors (n = 85). Clinical characteristics and laboratory biomarkers obtained at hospital admission were analyzed. D-dimer, lactate dehydrogenase (LDH), red cell distribution width (RDW), the AST/ALT ratio, and age were independently associated with mortality. In addition, D-dimer and LDH demonstrated moderate discriminatory performance for predicting the need for endotracheal intubation. These findings suggest that routinely available clinical and laboratory parameters obtained at hospital admission may serve as complementary prognostic biomarkers to support early risk stratification and clinical decision-making in critically ill patients with COVID-19. Nevertheless, prospective multicenter studies are warranted to externally validate these findings and further establish their clinical applicability.
Keywords: COVID-19; biomarkers; prognosis; intensive care units; intensive care units (ICUs); mortality COVID-19; biomarkers; prognosis; intensive care units; intensive care units (ICUs); mortality

Share and Cite

MDPI and ACS Style

Wottrich, J.; Sulzbacher, L.M.; Sulzbacher, M.M.; de Oliveira, V.A.; Fiorin, P.B.G.; Ludwig, M.S.; Heck, T.G.; Frizzo, M.N. Prognostic Biomarkers in COVID-19: Prediction of Critical Outcomes and Mortality. COVID 2026, 6, 140. https://doi.org/10.3390/covid6080140

AMA Style

Wottrich J, Sulzbacher LM, Sulzbacher MM, de Oliveira VA, Fiorin PBG, Ludwig MS, Heck TG, Frizzo MN. Prognostic Biomarkers in COVID-19: Prediction of Critical Outcomes and Mortality. COVID. 2026; 6(8):140. https://doi.org/10.3390/covid6080140

Chicago/Turabian Style

Wottrich, Joise, Lucas Machado Sulzbacher, Maicon Machado Sulzbacher, Vítor Antunes de Oliveira, Pauline Brendler Goettems Fiorin, Mirna Stela Ludwig, Thiago Gomes Heck, and Matias Nunes Frizzo. 2026. "Prognostic Biomarkers in COVID-19: Prediction of Critical Outcomes and Mortality" COVID 6, no. 8: 140. https://doi.org/10.3390/covid6080140

APA Style

Wottrich, J., Sulzbacher, L. M., Sulzbacher, M. M., de Oliveira, V. A., Fiorin, P. B. G., Ludwig, M. S., Heck, T. G., & Frizzo, M. N. (2026). Prognostic Biomarkers in COVID-19: Prediction of Critical Outcomes and Mortality. COVID, 6(8), 140. https://doi.org/10.3390/covid6080140

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