Chest CT Severity Score and Systemic Inflammatory Biomarkers as Predictors of the Need for Invasive Mechanical Ventilation and of COVID-19 Patients' Mortality

• Published in: Diagnostics (Basel) Vol. 12; no. 9; p. 2089
• Main Authors: Halmaciu, Ioana, Arbănași, Emil Marian, Kaller, Réka, Mureșan, Adrian Vasile, Arbănași, Eliza Mihaela, Bacalbasa, Nicolae, Suciu, Bogdan Andrei, Cojocaru, Ioana Iulia, Runcan, Andreea Ioana, Grosu, Florin, Vunvulea, Vlad, Russu, Eliza
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 29-08-2022; MDPI
• Subjects: Artificial respiration; Biological markers; Biomarkers; Blood tests; Chest; Chronic obstructive pulmonary disease; Coronaviruses; COVID-19; COVID-19 vaccines; CT imaging; Health aspects; Hematology; Hospitalization; Hospitals; Inflammation; Kidney diseases; Laboratories; Lymphocytes; Medical examination; Medical imaging; Medical prognosis; Methods; MLR; Mortality; Neutrophils; NLR; Potassium; Severe acute respiratory syndrome coronavirus 2; SII; SIRI; Statistical analysis; total system score; Ventilators; Romania; United States > US; AISI; COVID-19; MLR; SII; NLR; SIRI; total system score; IL-6
• ISSN: 2075-4418; 2075-4418
• DOI: 10.3390/diagnostics12092089

Background: Numerous tools, including inflammatory biomarkers and lung injury severity scores, have been evaluated as predictors of disease progression and the requirement for intensive therapy in COVID-19 patients. This study aims to verify the predictive role of inflammatory biomarkers [monocyte to lymphocyte ratio (MLR), neutrophil to lymphocyte ratio (NLR), systemic inflammatory index (SII), Systemic Inflammation Response Index (SIRI), Aggregate Index of Systemic Inflammation (AISI), and interleukin-6 (IL-6)] and the total system score (TSS) in the need for invasive mechanical ventilation (IMV) and mortality in COVID-19 patients. Methods: The present study was designed as an observational, analytical, retrospective cohort study and included all patients over 18 years of age with a diagnosis of COVID-19 pneumonia, confirmed through real time-polymerase chain reaction (RT-PCR) and radiological chest CT findings admitted to County Emergency Clinical Hospital of Targu-Mureș, Romania, and Modular Intensive Care Unit of UMFST “George Emil Palade” of Targu Mures, Romania between January 2021 and December 2021. Results: Non-Survivors patients were associated with higher age (p = 0.01), higher incidence of cardiac disease [atrial fibrillation (AF) p = 0.0008; chronic heart failure (CHF) p = 0.01], chronic kidney disease (CKD; p = 0.02), unvaccinated status (p = 0.001), and higher pulmonary parenchyma involvement (p < 0.0001). Multivariate analysis showed a high baseline value for MLR, NLR, SII, SIRI, AISI, IL-6, and TSS independent predictor of adverse outcomes for all recruited patients. Moreover, the presence of AF, CHF, CKD, and dyslipidemia were independent predictors of mortality. Furthermore, AF and dyslipidemia were independent predictors of IMV need. Conclusions: According to our findings, higher MLR, NLR, SII, SIRI, AISI, IL-6, and TSS values at admission strongly predict IMV requirement and mortality. Moreover, patients above 70 with AF, dyslipidemia, and unvaccinated status highly predicted IMV need and fatality. Likewise, CHF and CKD were independent predictors of increased mortality.