SynthesisBMC pulmonary medicine2022
The ROX index as a predictor of high-flow nasal cannula outcome in pneumonia patients with acute hypoxemic respiratory failure: a systematic review and meta-analysis.
Synthesis in BMC pulmonary medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 1 of them a synthesis that pooled it.
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Who cites it
36 citing papers in PubMed, 1 synthesis or guideline pooled it, 59 citations in OpenAlex.
- Performance of the ROX index in predicting high flow nasal cannula failure in COVID-19 patients: a systematic review and meta-analysis.Critical care (London, England) · 2023Pooled it
- Comparison of HACOR score and ROX index for predicting noninvasive ventilation failure in acute hypoxemic respiratory failure: a prospective study.Irish journal of medical science · 2026Article
- Impact of an ROX index-guided intubation strategy on mortality in patients receiving high-flow nasal cannula: a target trial emulation.Journal of intensive care · 2026Article
- Prognostic significance of the ROX index in patients with acute exacerbation of interstitial lung disease treated with high-flow nasal cannula oxygen therapy: a retrospective cohort study.BMC pulmonary medicine · 2026Article
- The Use of the Rox Index to Guide High-Flow Nasal Cannula Therapy and the Need for Intubation Is Associated With Meaningful Patient Outcomes.CHEST critical care · 2026Article
- Prognostic Value of the ROX Index for Mortality in Chronic Obstructive Pulmonary Disease: A Retrospective Cohort Study Using the MIMIC-IV Database.International journal of chronic obstructive pulmonary disease · 2026Article
- Physical and Physiological Mechanisms of Emergent Hydrodynamic Pressure in High-Flow Nasal Cannula Therapy.Advances in respiratory medicine · 2025Review
- Observational
- Ward-Based High-Flow Nasal Cannula Led by the Medical Emergency Team: A Pragmatic Model for Resource Stewardship.Critical care explorations · 2025Article
- Predictors of high-flow nasal cannula (HFNC) failure in severe community-acquired pneumonia or COVID-19.Internal and emergency medicine · 2025Article
- Can we predict the future of respiratory failure prediction?Critical care (London, England) · 2025Review
- Comparisons of mortality predictions of mROX, CURB-65, and APACHE II in patients with severe pneumonia: A retrospective cohort study.Medicine · 2025Article
- High-Flow Nasal Cannula Application After Extubation in Acute Respiratory Failure Patients.Journal of clinical medicine · 2025Article
- Patient-Self Inflicted Lung Injury (P-SILI): An Insight into the Pathophysiology of Lung Injury and Management.Journal of clinical medicine · 2025Review
- Observational
- Early hypoxia prediction in diseased patients via wheezing sounds in respiration: a prospective cohort study.Frontiers in medicine · 2025Article
- Highlights from the Respiratory Failure and Mechanical Ventilation Conference 2024.Breathe (Sheffield, England) · 2024Article
- Racial Differences in Accuracy of Predictive Models for High-Flow Nasal Cannula Failure in COVID-19.Critical care explorations · 2024Article
- Effect of high flow nasal oxygen on inspiratory effort of patients with acute hypoxic respiratory failure and do not intubate orders.Internal and emergency medicine · 2024Article
- ROX index as a predictor of failure of high-flow nasal cannula in infants with bronchiolitis.Scientific reports · 2024Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThe respiratory rate-oxygenation (ROX) index has been increasingly applied to predict the outcome of high-flow nasal cannula (HFNC) in pneumonia patients with acute hypoxemic respiratory failure (AHRF). However, its diagnostic accuracy for the HFNC outcome has not yet been systematically assessed. This meta-analysis sought to evaluate the predictive performance of the ROC index for the successful weaning from HFNC in pneumonia patients with AHRF.
methodsA literature search was conducted on electronic databases through February 12, 2022, to retrieve studies that investigated the diagnostic accuracy of the ROC index for the outcome of HFNC application in pneumonia patients with AHRF. The area under the hierarchical summary receiver operating characteristic curve (AUHSROC) was estimated as the primary measure of diagnostic accuracy due to the varied cutoff values of the index. We observed the distribution of the cutoff values and estimated the optimal threshold with corresponding 95% confidential interval (CI).
resultsThirteen observational studies comprising 1751 patients were included, of whom 1003 (57.3%) successfully weaned from HFNC. The ROC index exhibits good performance for predicting the successful weaning from HFNC in pneumonia patients with AHRF, with an AUHSROC of 0.81 (95% CI 0.77-0.84), a pooled sensitivity of 0.71 (95% CI 0.64-0.78), and a pooled specificity of 0.78 (95% CI 0.70-0.84). The cutoff values of the ROX index were nearly conically symmetrically distributed; most data were centered between 4.5 and 6.0, and the mean and median values were 4.8 (95% CI 4.2-5.4) and 5.3 (95% CI 4.2-5.5), respectively. Moreover, the AUHSROC in the subgroup of measurement within 6 h after commencing HFNC was comparable to that in the subgroup of measurement during 6-12 h. The stratified analyses also suggested that the ROC index was a reliable predictor of HFNC success in pneumonia patients with coronavirus disease 2019.
conclusionsIn pneumonia patients with AHRF, the ROX index measured within 12 h after HFNC initiation is a good predictor of successful weaning from HFNC. The range of 4.2-5.4 may represent the optimal confidence interval for the prediction of HFNC outcome.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.