Predicting COVID-19 Sepsis Outcomes: Roles of IL-6, Cardiac Biomarkers, Clinical Factors, and Vaccination Status and Exploratory Analysis of Tocilizumab Therapy in an Eastern European Cohort

(1) Background: COVID-19 sepsis, marked by hyperinflammation and cardiac injury, poses significant challenges in high-comorbidity populations. This prospective cohort study evaluates the prognostic value of IL-6, troponin, NT-proBNP, and radiological findings for mortality and unfavorable outcomes in a post-2022 Eastern European cohort. (2) Methods: At "Victor Babes" Hospital, Timisoara, Romania (September 2022-December 2024), 207 adults with COVID-19 sepsis (Sepsis-3 criteria) were enrolled. Baseline IL-6, troponin, NT-proBNP, CRP, PCT, D-dimers, and chest CT lung involvement were measured. Unfavorable outcomes (in-hospital death, ICU transfer, mechanical ventilation, or vasopressor use) were analyzed using logistic and linear regression. (3) Results: Among 207 patients (mean age: 68.7 years, 54.1% male), 52 (25.1%) experienced unfavorable outcomes. Multivariable analysis identified IL-6 (OR 1.016 per pg/mL, <i>p</i> = 0.013), troponin (OR 1.013 per ng/L, <i>p</i> = 0.017), NT-proBNP (OR 1.009 per pg/mL, <i>p</i> = 0.049), >50% lung involvement (OR 1.835, <i>p</i> = 0.011), unvaccinated status (OR 2.312, <i>p</i> = 0.002), and higher BMI (OR 1.112 per kg/m<sup>2</sup>, <i>p</i> = 0.005) as independent predictors of unfavorable outcomes. Tocilizumab use (n = 12) was associated with reduced mortality (<i>p</i> = 0.041). IL-6 (cut-off 39.0 pg/mL, AUC = 0.91) and troponin (cut-off = 111.3 ng/L, AUC = 0.88) showed strong predictive accuracy. (4) Conclusions: Elevated IL-6, troponin, NT-proBNP, severe lung involvement, unvaccinated status, and higher BMI predict adverse outcomes in COVID-19 sepsis. Tocilizumab may offer survival benefits, warranting larger trials. These findings support targeted risk stratification in high-comorbidity populations.

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Journal
Viruses
Published
2025-08-27
DOI
https://doi.org/10.3390/v17091168
Primary Topic
COVID-19 Clinical Research Studies
Type
article
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article

Predicting COVID-19 Sepsis Outcomes: Roles of IL-6, Cardiac Biomarkers, Clinical Factors, and Vaccination Status and Exploratory Analysis of Tocilizumab Therapy in an Eastern European Cohort

Ana-Maria Pah, Marius Badalica-Petrescu, Ioana Cotet, Diana-Maria Mateescu et al.
Viruses
COVID-19 Clinical Research Studies
article

Predicting COVID-19 Sepsis Outcomes: Roles of IL-6, Cardiac Biomarkers, Clinical Factors, and Vaccination Status and Exploratory Analysis of Tocilizumab Therapy in an Eastern European Cohort

Ana-Maria Pah, Marius Badalica-Petrescu, Ioana Cotet, Diana-Maria Mateescu, Adrian Cosmin Ilie, Stela Iurciuc, Maria-Laura Craciun, Camelia-Oana Mureșan, Adrian Coțe, Alexandra Enache
article en

Abstract

(1) Background: COVID-19 sepsis, marked by hyperinflammation and cardiac injury, poses significant challenges in high-comorbidity populations. This prospective cohort study evaluates the prognostic value of IL-6, troponin, NT-proBNP, and radiological findings for mortality and unfavorable outcomes in a post-2022 Eastern European cohort. (2) Methods: At "Victor Babes" Hospital, Timisoara, Romania (September 2022-December 2024), 207 adults with COVID-19 sepsis (Sepsis-3 criteria) were enrolled. Baseline IL-6, troponin, NT-proBNP, CRP, PCT, D-dimers, and chest CT lung involvement were measured. Unfavorable outcomes (in-hospital death, ICU transfer, mechanical ventilation, or vasopressor use) were analyzed using logistic and linear regression. (3) Results: Among 207 patients (mean age: 68.7 years, 54.1% male), 52 (25.1%) experienced unfavorable outcomes. Multivariable analysis identified IL-6 (OR 1.016 per pg/mL, <i>p</i> = 0.013), troponin (OR 1.013 per ng/L, <i>p</i> = 0.017), NT-proBNP (OR 1.009 per pg/mL, <i>p</i> = 0.049), >50% lung involvement (OR 1.835, <i>p</i> = 0.011), unvaccinated status (OR 2.312, <i>p</i> = 0.002), and higher BMI (OR 1.112 per kg/m<sup>2</sup>, <i>p</i> = 0.005) as independent predictors of unfavorable outcomes. Tocilizumab use (n = 12) was associated with reduced mortality (<i>p</i> = 0.041). IL-6 (cut-off 39.0 pg/mL, AUC = 0.91) and troponin (cut-off = 111.3 ng/L, AUC = 0.88) showed strong predictive accuracy. (4) Conclusions: Elevated IL-6, troponin, NT-proBNP, severe lung involvement, unvaccinated status, and higher BMI predict adverse outcomes in COVID-19 sepsis. Tocilizumab may offer survival benefits, warranting larger trials. These findings support targeted risk stratification in high-comorbidity populations.

VirusesVol. 17(9)
University of Oradea (RO), Victor Babeș University of Medicine and Pharmacy Timișoara (RO), Institute e-Austria Timisoara (RO)
Openalex Percentile: Top 73%
COVID-19 Clinical Research Studies
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