The prediction of 24-h mortality by the respiratory rate and oxygenation index compared with National Early Warning Score in emergency department patients: an observational study

被引:7
作者
Candel, Bart G. J. [1 ,2 ]
de Groot, Bas [2 ,7 ]
Nissen, Soren Kabell [3 ,4 ]
Thijssen, Wendy A. M. H. [5 ]
Lameijer, Heleen [6 ]
Kellett, John [4 ]
机构
[1] Maxima Med Ctr, Emergency Dept, Veldhoven, Noord Brabant, Netherlands
[2] Leiden Univ, Med Ctr, Emergency Dept, Leiden, Zuid Holland, Netherlands
[3] Univ Southern Denmark, Ctr South West Jutland, Inst Reg Hlth Res, Esbjerg, Denmark
[4] Odense Univ Hosp, Dept Emergency Med, Odense, Denmark
[5] Catharina Hosp, Emergency Dept, Eindhoven, Noord Brabant, Netherlands
[6] Med Ctr Leeuwarden, Dept Emergency Med, Leeuwarden, Netherlands
[7] Leiden Univ, Med Ctr, Emergency Dept, Albinusdreef 2, NL-2333 ZA Leiden, Zuid Holland, Netherlands
关键词
clinical prediction rule; early mortality; mortality prediction; respiratory rate oxygen saturation index; FLOW NASAL CANNULA; ROX INDEX; DISCHARGE; FAILURE;
D O I
10.1097/MEJ.0000000000000989
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
BackgroundThe ROX index combines respiratory rate and oxygenation to predict the response to oxygen therapy in pneumonia. It is calculated by dividing the patient's oxygen saturation, by the inspired oxygen concentration, and then by the respiratory rate (e.g. 95%/0.21/16 = 28). Since this index includes the most essential physiological variables to detect deterioration, it may be a helpful risk tool in the emergency department (ED). Although small studies suggest it can predict early mortality, no large study has compared it with the National Early Warning Score (NEWS), the most widely validated risk score for death within 24 h. AimThe aim of this study was to compare the ability of the ROX index with the NEWS to predict mortality within 24 h of arrival at the hospital. MethodsThis was a retrospective observational multicentre analysis of data in the Netherlands Emergency Department Evaluation Database (NEED) on 270 665 patients attending four participating Dutch EDs. The ROX index and NEWS were determined on ED arrival and prior to ED treatment. ResultsThe risk of death within 24 h increased with falling ROX and rising NEWS values. The area under the receiving operating characteristic curves for 24-h mortality of NEWS was significantly higher than for the ROX index [0.92; 95% confidence interval (CI), 0.91-0.92 versus 0.87; 95% CI, 0.86-0.88; P < 0.01]. However, the observed and predicted mortality by the ROX index was identical to mortality of 5%, after which mortality was underestimated. In contrast, up to a predicted 24-h mortality of 3% NEWS slightly underestimates mortality, and above this level over-estimates it. The standardized net benefit of ROX is slightly higher than NEWS up to a predicted 24-h mortality of 3%. ConclusionThe prediction of 24-h mortality by the ROX index is more accurate than NEWS for most patients likely to be encountered in the ED. ROX may be used as a first screening tool in the ED.
引用
收藏
页码:110 / 116
页数:7
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  • [21] The Impact of Age on Predictive Performance of National Early Warning Score at Arrival to Emergency Departments: Development and External Validation
    Nissen, Soren K.
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    Nickel, Christian H.
    de Jonge, Evert
    Ryg, Jesper
    Bogh, Soren B.
    de Groot, Bas
    Brabrand, Mikkel
    [J]. ANNALS OF EMERGENCY MEDICINE, 2022, 79 (04) : 354 - 363
  • [22] Early death after discharge from emergency departments: analysis of national US insurance claims data
    Obermeyer, Ziad
    Cohn, Brent
    Wilson, Michael
    Jena, Anupam B.
    Cutler, David M.
    [J]. BMJ-BRITISH MEDICAL JOURNAL, 2017, 356
  • [23] ROX index as a good predictor of high flow nasal cannula failure in COVID-19 patients with acute hypoxemic respiratory failure: A systematic review and meta-analysis
    Prakash, Jay
    Bhattacharya, Pradip Kumar
    Yadav, Arun Kumar
    Kumar, Amit
    Tudu, Lal Chand
    Prasad, Kameshwar
    [J]. JOURNAL OF CRITICAL CARE, 2021, 66 : 102 - 108
  • [24] The ROX index has greater predictive validity than NEWS2 for deterioration in Covid-19
    Prower, Emma
    Grant, David
    Bisquera, Alessandra
    Breen, Cormac P.
    Camporota, Luigi
    Gavrilovski, Maja
    Pontin, Megan
    Douiri, Abdel
    Glover, Guy W.
    [J]. ECLINICALMEDICINE, 2021, 35
  • [25] Predicting success of high-flow nasal cannula in pneumonia patients with hypoxemic respiratory failure: The utility of the ROX index
    Roca, Oriol
    Messika, Jonathan
    Caralt, Berta
    Garcia-de-Acilu, Marina
    Sztrymf, Benjamin
    Ricard, Jean-Damien
    Masclans, Joan R.
    [J]. JOURNAL OF CRITICAL CARE, 2016, 35 : 200 - 205
  • [26] Why the C-statistic is not informative to evaluate early warning scores and what metrics to use
    Romero-Brufau, Santiago
    Huddleston, Jeanne M.
    Escobar, Gabriel J.
    Liebow, Mark
    [J]. CRITICAL CARE, 2015, 19
  • [27] Assessing the Performance of Prediction Models A Framework for Traditional and Novel Measures
    Steyerberg, Ewout W.
    Vickers, Andrew J.
    Cook, Nancy R.
    Gerds, Thomas
    Gonen, Mithat
    Obuchowski, Nancy
    Pencina, Michael J.
    Kattan, Michael W.
    [J]. EPIDEMIOLOGY, 2010, 21 (01) : 128 - 138
  • [28] Development and validation of a prediction model with missing predictor data: a practical approach
    Vergouwe, Yvonne
    Royston, Patrick
    Moons, Karel G. M.
    Altman, Douglas G.
    [J]. JOURNAL OF CLINICAL EPIDEMIOLOGY, 2010, 63 (02) : 205 - 214
  • [29] A simple, step-by-step guide to interpreting decision curve analysis
    Andrew J. Vickers
    Ben van Calster
    Ewout W. Steyerberg
    [J]. Diagnostic and Prognostic Research, 3 (1)
  • [30] Prognostic value of serial score measurements of the national early warning score, the quick sequential organ failure assessment and the systemic inflammatory response syndrome to predict clinical outcome in early sepsis
    Zonneveld, Lara E. E. C.
    van Wijk, Raymond J.
    Olgers, Tycho J.
    Bouma, Hjalmar R.
    ter Maaten, Jan C.
    [J]. EUROPEAN JOURNAL OF EMERGENCY MEDICINE, 2022, 29 (05) : 348 - 356