1. Neutrophil-to-Lymphocyte Ratio and Cytokine Profiling as Predictors of Disease Severity and Survival in Unvaccinated COVID-19 Patients
- Author
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Miguel Leonardo Méndez Rodríguez, Alberto Ponciano-Gómez, Myriam Campos-Aguilar, Wilfrido David Tapia-Sánchez, Carlos Leonardo Duarte-Martínez, Jesús Salvador Romero-Herrera, Sandra Olivas-Quintero, Alberto Daniel Saucedo-Campos, Adolfo Rene Méndez-Cruz, Rafael Jimenez-Flores, Vianney Ortiz-Navarrete, Hector Romero-Ramírez, Leopoldo Santos-Argumedo, and Victor Hugo Rosales-García
- Subjects
COVID-19 ,SARS-CoV-2 ,neutrophil-to-lymphocyte ratio (NLR) ,cytokine profiling ,cytokines ,immunological biomarkers ,Medicine - Abstract
Background: During the COVID-19 pandemic, identifying reliable biomarkers for predicting disease severity and patient outcomes in unvaccinated individuals is essential. This study evaluates the efficacy of key hematological markers, including leukocyte and neutrophil counts, Neutrophil-to-Lymphocyte Ratio (NLR), and cytokine profiles (IL-6, INF-γ, TNF-α, IL-17A, CCL2, and CXCL10) for predicting the necessity for mechanical ventilation and assessing survival probabilities. Methods: We conducted an in-depth analysis on a cohort of COVID-19 patients, emphasizing the relationship between NLR, cytokine profiles, and clinical outcomes, utilizing routine leukocyte counting and cytokine quantification by flow cytometry. Results: Elevated leukocyte and neutrophil counts, increased NLR, and significant cytokine elevations such as IL-6 and IL-10 were strongly associated with the need for mechanical ventilation, reflecting a pronounced systemic inflammatory response indicative of severe disease outcomes. Conclusion: Integrating hematological markers, particularly NLR and cytokine profiles, is crucial in predicting mechanical ventilation needs and survival in non-vaccinated COVID-19 patients. Our findings provide critical insights into the pathophysiology of COVID-19, supporting the development of more targeted clinical interventions and potentially informing future strategies for managing infectious disease outbreaks.
- Published
- 2024
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