Objectives: To determine predictors of high-flow nasal cannula (HFNC) failure in COVID-19 patients in a hospital in northern Peru.
Methodology: A retrospective cohort study was conducted during the months of March and May 2021. Data collection was based on a follow-up of 156 hospitalized patients with a diagnosis of COVID-19 who were users of HFNC. Epidemiological factors and clinical outcomes of treatment were analyzed from medical records. Epidemiological, analytical, and HFNC use-related characteristics were described using measures of absolute and relative frequencies, measures of central tendency, and dispersion. A multivariate Poisson regression analysis with robust variance and a 95% confidence interval was performed.
Results: We found that age, SpO2/FiO2, work of breathing (WOB scale) at admission, degree of involvement, type of infiltrate on CT scan, lymphocytes, c-reactive protein, and D-dimer were significantly associated with failure of HFNC (p < 0.05). In addition, the WOB scale, PaO2/FiO2, SaO2/FiO2, and ROX index were variables that presented statistical significance (p < 0.0001). In the multivariate analysis model, a risk of failure of HFNC was determined with age > = 60 years [RRa 1.39 (1.05-1.85)] and PaO2/FiO2 score less than 100 [Rra 1.65 (0.99-2.76)].
Conclusions: Predictors to failure of HFNC are age older than 60 years and minimally significantly lower PaO2/FiO2 than 100.
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http://dx.doi.org/10.1186/s12890-024-03241-0 | DOI Listing |
Intern Emerg Med
December 2024
Department of Respiratory Medicine and Allergology, University Hospital, Goethe University, Frankfurt, Germany.
The aim was to identify predictors for early identification of HFNC failure risk in patients with severe community-acquired (CAP) pneumonia or COVID-19. Data from adult critically ill patients admitted with CAP or COVID-19 and the need for ventilatory support were retrospectively analysed. HFNC failure was defined as the need for invasive ventilation or death before intubation.
View Article and Find Full Text PDFInt J Immunopathol Pharmacol
December 2024
Department of Intensive Care Unit, Cukurova University, Adana, Turkey.
This study primarily aimed to examine the significance of the C-reactive protein to lymphocyte ratio (CLR), a key marker of inflammation, in relation to the disease progression and management of COVID-19 patients admitted to the intensive care unit (ICU). A total of 464 patients aged 18 years or older, diagnosed with COVID-19 and admitted to the ICU between April 1, 2021, and February 1, 2022, were included in the study. Sociodemographic, laboratory, radiological, and clinical data were collected for each patient.
View Article and Find Full Text PDFJ Clin Med
December 2024
Department of Internal Medicine, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie.
Studies attempting to predict the development of severe respiratory failure in patients with a COVID-19 infection using machine learning algorithms have yielded different results due to differences in variable selection. We aimed to predict the development of severe respiratory failure, defined as the need for high-flow oxygen support, continuous positive airway pressure, or mechanical ventilation, in patients with COVID-19, using machine learning algorithms to identify the most important variables in achieving this prediction. This retrospective, cross-sectional study included COVID-19 patients with mild respiratory failure (mostly receiving oxygen through a mask or nasal cannula).
View Article and Find Full Text PDFJ Vasc Surg
December 2024
School of Clinical Medicine, Faculty of Medicine & Health, UNSW Sydney, Sydney, New South Wales, Australia; Department of Nephrology, Prince of Wales Hospital, Sydney, New South Wales, Australia.
Pediatr Pulmonol
December 2024
Pediatric Department, Fattouma Bourguiba University Hospital, Monastir, Tunisia.
Introduction: Lung ultrasound (LUS) has emerged as a reliable, noninvasive tool for bedside assessment of acute bronchiolitis (AB) in infants. Its role in guiding therapeutic decisions is increasingly recognized.
Aims: This study aimed to determine the predictive value of LUS in identifying infants with AB at risk of HFNC therapy failure.
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