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Evaluation of a Point-of-Care Testing Analyzer for Measuring Peripheral Blood Leukocytes
Published on: March 22, 2022
Evaluation of hematological changes and immune response biomarkers as a prognostic factor in critical patients with
Liliane Rosa Alves Manaças1, Robson Luís Oliveira de Amorim2,3, Alian Aguila4
1Department of Pharmacology, Brazilian National Cancer Institute (INCA), Hospital II, Rio de Janeiro, Rio de Janeiro, Brazil.
Insights
The neutrophil-to-lymphocyte ratio (NLR) can predict mortality in critically ill COVID-19 patients. Initial NLR measurements may help stratify risk and guide timely interventions for severe cases.
Area of Science:
- Infectious Diseases
- Critical Care Medicine
- Immunology
Background:
- Severe COVID-19 is characterized by immune dysregulation, leading to cytokine storms and hyperinflammation.
- Hematological parameters are known to correlate with prognosis in COVID-19 patients.
- The predictive value of these parameters in critically ill patients specifically requires further evaluation.
Purpose of the Study:
- To assess the role of hematological and immune response biomarkers as prognostic factors in critically ill COVID-19 patients.
- To evaluate the predictive value of neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR), platelet-to-lymphocyte ratio (PLR), and C-reactive protein-to-lymphocyte ratio (CLR) for mortality.
Main Methods:
- A retrospective cohort study was conducted involving 177 critically ill COVID-19 patients admitted to the ICU.
- Clinical and laboratory data were analyzed, including demographic information, mechanical ventilation (MV) status, and inflammatory markers.
- Statistical analysis, including univariate and multivariate logistic regression, was performed to identify predictors of mortality.
Main Results:
- The overall mortality rate was 61.6%.
- Univariate analysis showed significant associations between mortality and age, MV requirement, leukocytosis, neutrophilia, high C-reactive protein, NLR, and CLR.
- Multivariate analysis identified MV (OR 35.687) and NLR (OR 1.026) as independent predictors of death (AUC = 0.8096).
Conclusions:
- The neutrophil-to-lymphocyte ratio (NLR) is a significant independent predictor of mortality in critically ill COVID-19 patients.
- Initial NLR measurement can serve as a valuable tool for early risk stratification.
- Timely clinical intervention based on initial NLR can improve outcomes for severe COVID-19 patients in the ICU.
Abstract:
COVID-19 disease has been a challenge for health systems worldwide due to its high transmissibility, morbidity, and mortality. Severe COVID-19 is associated with an imbalance in the immune response, resulting in a cytokine storm and a hyperinflammation state. While hematological parameters correlate with prognosis in COVID patients, their predictive value has not been evaluated specifically among those severely ill. Therefore, we aim to evaluate the role of hematological and immune response biomarkers as a prognostic factor in critically ill patients with COVID-19 admitted to the intensive care unit. From May 2020 to July 2021, a retrospective cohort study was conducted in a reference hospital in Manaus, which belongs to the Brazilian public health system. This study was carried out as single-center research. Clinical and laboratory parameters were analyzed to evaluate the association with mortality. We also evaluated the role of neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR), platelet-to-lymphocyte ratio (PLR), and C-reactive protein-to-lymphocyte ratio (CLR). We gathered information from medical records, as well as from prescriptions and forms authorizing the use of antimicrobial medications. During the study period, 177 patients were included, with a mean age of 62.58 ± 14.39 years. The overall mortality rate was 61.6%. Age, mechanical ventilation (MV) requirement, leukocytosis, neutrophilia, high c-reactive protein level, NLR, and CLR showed a statistically significant association with mortality in the univariate analysis. In the multivariate logistic regression analysis, only MV (OR 35.687, 95% CI: 11.084-114.898, p< 0.001) and NLR (OR 1.026, 95% CI: 1.003-1.050, p = 0.028) remained statistically associated with the outcome of death (AUC = 0.8096). While the need for mechanical ventilation is a parameter observed throughout the hospital stay, the initial NLR can be a primary risk stratification tool to establish priorities and timely clinical intervention in patients with severe COVID-19 admitted to the ICU.
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