Biomarkers of High Flow Therapy Outcome in COVID-19 pneumonia: a single-center prospective study
Marin, T.; Aldas, I.; Galdeano, M.; Roca, E.; Hernandez, A.; Chirinos, R.; Mendiluce, L.; Fernandez, C.; Martin, A.; Tebe, C.; Paredes, R.; Rosell, A.
Show abstract
Patients with acute hypoxemic respiratory failure (AHRF) due to COVID-19 undergoing High Flow Therapy (HFT) before intubation presented an increased risk of mortality when intubation was delayed. We designed a prospective study seeking biomarkers for early prediction of HFT failure. An analytical value in blood could be more stable than the ROX index since it will not depend on the vital signs that the patient presents at that moment. We defined HFT failure as the need to scale the treatment to Non-Invasive Positive Pressure Ventilation (NPPV). The needs were respiratory rate >25, oxygen saturation of <90% despite being on flow of 60 l{middle dot}min-1 and FiO2 1 or levels of PaO2/FiO2 ratio <100mmHg. The all-treatment population included all subjects enrolled in the trial. 139 patients were enrolled after starting HFT. The Pearson chi-squared test was used to compare the main study outcomes. These included the incidence of intubation, the cumulative incidence of mortality at 30 days, the cumulative incidence of mortality at 1 year, and the composite outcome of intubation or death at the end of the trial. Kaplan-Meyer plot was used to illustrate the time to HFT failure. The Cox regression model was used to estimate the hazard ratio for HFT failure for all the parameters. All were measured or collected at baseline. Lower levels of bicarbonate, thrombocytopenia, and higher levels of C-reactive protein (CRP), lactate dehydrogenase (LDH), creatinine, and glucose are early blood biomarkers independently associated with HFT failure. SUMMARY AT A GLANCEHigher levels of C-reactive protein and lactate dehydrogenase in patients with COVID-19 pneumonia allow us to early detect patients requiring intubation with an apparent good response to high-flow oxygen therapy.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Observational study of changes in utilization and outcomes in non-invasive ventilation in COVID-19 97%
- Admission criteria in critically ill COVID-19 patients: a physiology-based approach 96%
- Safety and efficacy of Pulmonary physiotherapy in hospitalized patients with severe COVID-19 pneumonia (PPTCOVID Study): A prospective, randomised, single-blind, controlled trial 94%
Similar papers in this journal
- Efficacy of remdesivir-containing therapy in hospitalized COVID-19 patients: a prospective clinical experience 95%
- Administration of tocilizumab to patients with high concentrations of IL-6 in the course of COVID-19 is associated with a better prognosis 95%
- Evaluating the Association and Predictability of Complex Medication Regimen Scores with Clinical Outcomes Among the Critically Ill 94%
Similar papers in this journal
- Two-way remote monitoring allows effective and realistic provision of home-NIV to COPD patients with persistent hypercapnia 94%
- Clinical characteristics and outcomes of adult patients admitted with COVID-19 in East London: a retrospective cohort analysis 92%
- Performance of popular pulse oximeters compared with simultaneous arterial oxygen saturation or clinical-grade pulse oximetry: a cross-sectional validation study in intensive care patients 92%
Similar papers in this journal
- Exploring Associations with Severe Hypoxemic Respiratory Failure in COVID-19 Patients upon Admission: A Model for Severe Hypoxemic Respiratory Failure in 329 Unvaccinated, Hospitalized COVID-19 Patients 95%
- Identification of Acute Respiratory Distress Syndrome subphenotypes denovo using routine clinical data: a retrospective analysis of ARDS clinical trials 95%
- Performance of digital Early Warning Score (NEWS2) in a cardiac specialist setting: retrospective cohort study 94%
Similar papers in this journal
- Awake prone positioning and oxygen therapy in patients with COVID-19: The APRONOX study 95%
- Early initiation of corticosteroids in patients hospitalized with COVID-19 not requiring intensive respiratory support: cohort study 91%
- Autoimmunity to the Lung Protective Phospholipid-Binding Protein Annexin A2 Predicts Mortality Among Hospitalized COVID-19 Patients 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.