Related Experiment Video
Updated: Mar 27, 2026

A Novel Rescue Technique for Difficult Intubation and Difficult Ventilation
Published on: January 17, 2011
The Use of the Rox Index to Guide High-Flow Nasal Cannula Therapy and the Need for Intubation Is Associated With
Jonathan Taylor1, Aaron Gans1, Taylor Treacy1
1Interdepartmental Division of Critical Care Medicine (J. S. T.), University of Toronto, Toronto, ON, Canada; the Division of Pulmonary, Critical Care, and Sleep Medicine (A. G, T. T, and N. N. G.), the Department of Medicine (A. G, T. T, and N. N. G.), the Department of Population Health Science and Policy (Z. Z.), Mount Sinai Hospital, New York, NY; and the Department of Critical Care (A. B.), Baystate Medical Center, Springfield, MA.
Background:
Acute hypoxemic respiratory failure (AHRF) is a common and life-threatening condition frequently managed with high-flow nasal cannula (HFNC) oxygenation. The ROX index, the ratio of oxygen saturation to FIO2 to respiratory rate, has been validated to predict HFNC oxygenation failure, but its impact on outcomes when used to guide decision-making in the timing of intubation remains unclear.
Research Question:
What is the impact on outcomes when the ROX index is used to guide decisions-making in the timing of intubation in patients receiving high-flow nasal cannula therapy?
Study Design And Methods:
A retrospective observational cohort study at an academic medical center emergency department (ED) was undertaken. Two hundred thirty-three adults were initiated on HFNC oxygenation for AHRF between January and December 2022. ROX indices were calculated retrospectively at 4, 6, and 12 hours after HFNC oxygenation initiation. Patients were categorized based on whether their care aligned with ROX predictions as ROX concordant or ROX discordant. The primary outcome was persistent organ dysfunction plus death (POD+D), a composite measure of death and ongoing need for mechanical ventilation, vasopressors, or new dialysis, assessed at day 28.
Results:
Eighty-two percent of patients (n = 191) received ROX-concordant care, whereas 18% of patients (n = 42) received ROX-discordant care. Despite similar baseline characteristics, patients receiving ROX-discordant care experienced significantly worse outcomes: higher POD+D (62% vs 16%; P < .001), 28-day mortality (38% vs 13.6%; P < .001), and in-hospital mortality (50% vs 15%; P < .001). Outcomes were driven by patients intubated despite ROX indices predicting HFNC oxygenation success. Multivariable regression showed that ROX-discordant care increased odds of POD+D 9-fold (OR, 9.2; 95% CI, 4.0-21.1; P < .001) and increased the odds of 28-day mortality by 4.76 times compared with receiving ROX-concordant care (OR, 4.76; 95% CI, 1.76-12.88; P < .001).
Interpretation:
In patients treated with HFNC oxygenation in the ED, clinical decisions aligned with ROX index predictions were associated with significantly better outcomes. Discordant care, especially premature intubation, correlates with increased morbidity and mortality. These findings support prospective validation of improved outcomes with ROX-concordant actions.
Related Concept Videos
Administering Oxygen by Nasal Cannula
Nasal Cannulas
A nasal cannula is a lightweight tube split into two prongs placed in the nostrils,...
Endotracheal Intubation I: Procedure
The ET tube comprises various components, including a standard adaptor to attach a bag-valve-mask (BVM) or ventilator, a cuff, a pilot balloon, and radiopaque markings along its length to measure the insertion distance. The tube sizes...
Oxygen Delivering System I: Nasal Cannula and Face Mask
Nasal Cannula
A nasal cannula is a lightweight tube split at one end into two prongs and placed in the nostrils. It is typically used to deliver low to medium levels of oxygen.
Suggested flow rate: The suggested flow rate for a nasal cannula typically ranges between 1 and 6 L/min.
Oxygen percentage setting:...
Endotracheal Intubation II: Nursing Management
1. Nursing Care of Patients Before Intubation
Before the endotracheal intubation procedure, nurses play an essential role in ensuring the process goes smoothly. The nurses must be familiar with intubation...
Cardiopulmonary Resuscitation V: Advanced Airway Management Techniques
Assessment of Ventilation I: Respiratory Rate
A Ventilation assessment is critical for monitoring a patient's health status. Respiration, one of the most accessible vital signs, provides insights into the function of numerous body systems and can indicate serious health issues, such as brainstem injuries from head trauma.
Critical Guidelines for Assessing Ventilation:

