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Introduction: NIV (Non-invasive ventilation) and HFNC (High Flow nasal cannula) are being used in patients with acute respiratory failure. HACOR score has been exclusively calculated for patients on NIV, on other hand ROX index is being used for patients on HFNC. This is first study where ROX index has been used in patients on NIV to predict failure.
Aim Of The Study: This study investigates the comparative diagnostic performance of HACOR score and ROX index to predict NIV failure.
Methods: We performed a retrospective cohort study of non-invasively ventilated COVID-19 patients admitted between 1st April 2020 to 15th June 2021 to ICU of a tertiary care teaching hospital located in Central India. We assessed factors responsible for NIV failure, and whether these scores HACOR/ROX index have discriminative capacity to predict risk of invasive mechanical ventilation.
Results: Of the 441 patients included in the current study, 179 (40.5%) recovered, while remaining 262 (59.4%) had NIV failure. On multivariable analysis, ROX index > 4.47 was found protective for NIV-failure (OR 0.15 (95% CI 0.03-0.23; p<0.001). Age > 60 years and SOFA score were other significant independent predictors of NIV-failure. The AUC for prediction of failure rises from 0.84 to 0.94 from day 1 to day 3 for ROX index and from 0.79 to 0.92 for HACOR score in the same period, hence ROX score was non-inferior to HACOR score in current study. DeLong's test for two correlated ROC curves had insignificant difference expect day-1 (D1: 0.03 to 0.08; p=3.191e-05, D2: -0.002 to 0.02; p = 0.2671, D3: -0.003 to 0.04; p= 0.1065).
Conclusion: ROX score of 4.47 at day-3 consists of good discriminatory capacity to predict NIV failure. Considering its non-inferiority to HACOR score, the ROX score can be used in patients with acute respiratory failure who are on NIV.
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http://dx.doi.org/10.2478/jccm-2024-0013 | DOI Listing |
J Clin Med
July 2025
Intensive Care Unit, Hospital Meseguer, NIV-ICM, Instituto Murciano de Investigación Biosanitaria, 30008 Murcia, Spain.
Non-invasive ventilation (NIV) is a cornerstone in the management of acute and chronic respiratory failure, offering critical support without the risks of intubation. However, successful weaning from NIV remains a complex, high-stakes process. Poorly timed or improperly executed weaning significantly increases morbidity and mortality, yet current clinical practice often relies on subjective judgment rather than evidence-based protocols.
View Article and Find Full Text PDFTher Adv Respir Dis
June 2025
Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Chongqing Medical University, Youyi Road 1, Yuzhong District, Chongqing 400016, China.
Background: Noninvasive ventilation (NIV) is frequently employed for acute hypoxemic respiratory failure, yet optimal intubation timing for high-risk NIV failure patients remains uncertain.
Objectives: To investigate mortality outcomes associated with early versus late intubation in high-risk NIV failure patients.
Design: Secondary analysis of a multicenter observational cohort study.
J Crit Care
October 2025
Anesthesia and Intensive Care 1, Santa Chiara Hospital, APSS, Largo Medaglie d'Oro 9, 38112 Trento, Italy; Centre for Medical Sciences-CISMed, University of Trento, Via S. Maria Maddalena 1, 38122 Trento, Italy. Electronic address:
Background: Blunt thoracic trauma is a major cause of respiratory failure. While most patients recover, some deteriorate, requiring invasive ventilation. The HACOR score (Heart rate, Acidosis, Consciousness, Oxygenation, Respiratory rate) and ROX index (SpO₂/FiO₂ to respiratory rate) have been used to assess the risk of non-invasive ventilatory support (NIV) failure in hypoxemic respiratory failure but have not been validated in trauma patients.
View Article and Find Full Text PDFAcute Crit Care
May 2025
Master and Doctoral Program in Physical Therapy, Universidade Cidade de São Paulo, São Paulo, Brasil.
Background: Scales that detect noninvasive ventilation (NIV) failure need to have adequate clinimetric properties to be reliable. This study aimed to compare the clinimetric properties of the Heart rate, Acidosis, Consciousness, Oxygenation, Respiratory rate (HACOR) and updated HACOR scales when applied to hypoxemic adult patients undergoing NIV.
Methods: This prospective study applied the HACOR and updated HACOR scales to hypoxemic patients after one hour of NIV in an emergency department setting.
Non-invasive ventilation (NIV) has gained attention as an important intervention for the treatment of acute respiratory failure (ARF) in both resource-constrained and non-intensive care unit (ICU) settings. Clinical outcomes and the efficacy and failure indicators of NIV treatment are still inconsistent across a wide range of research studies. This systematic review and meta-analysis evaluated the efficacy of NIV in ARF by looking at treatment site effects, failure predictor variables, together with aggregated outcomes.
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