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Published in: Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine 1/2019

Open Access 01-12-2019 | Triage | Original research

Availability of suPAR in emergency departments may improve risk stratification: a secondary analysis of the TRIAGE III trial

Authors: Martin Schultz, Line J. H. Rasmussen, Thomas Kallemose, Erik Kjøller, Morten N. Lind, Lisbet Ravn, Theis Lange, Lars Køber, Lars S. Rasmussen, Jesper Eugen-Olsen, Kasper Iversen

Published in: Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine | Issue 1/2019

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Abstract

Introduction

Soluble urokinase plasminogen activator receptor (suPAR) is a prognostic and nonspecific biomarker associated with short-term mortality in emergency department (ED) patients. Therefore, the blood level of suPAR might be usable for identification of patients at high- and low risk, shortly after arrival at the ED. Here, we investigate the value of adding suPAR to triage and how this may impact on risk stratification regarding mortality.

Methods

The analyses were performed on the TRIAGE III cohort. Patients were triaged in four groups: Red, Orange, Yellow, and Green. Outcome was all-cause mortality within seven days. Discriminative abilities of triage and suPAR on mortality were assessed using the area under the curve (AUC) for receiver operating characteristics (ROC) curves. A suPAR cut-off value was generated using the Youden’s index. Patients were subsequently reclassified one triage level up if the suPAR level was above this cut-off and one level down if the suPAR level was below that value.

Results

The study included 4420 patients with an available triage category and suPAR measurement. suPAR was significantly better in predicting mortality than triage; AUC (95% confidence interval): 0.85 (0.80–0.89) vs. 0.71 (0.64–0.78), P < 0.001. Combining suPAR and triage yielded an AUC of 0.87 (0.82–0-93). The Youden’s cut-off of suPAR was 5.9 ng/mL and reclassified triage using this value resulted in a more accurate risk stratification regarding hospital admission and mortality.

Conclusion

Addition of suPAR to triage potentially improves prediction of short-term mortality. Measurement of suPAR in relation to the triage process may allow a more accurate identification of ED patients at risk.
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Literature
1.
go back to reference Farrohknia N, Castrén M, Ehrenberg A, Lind L, Oredsson S, Jonsson H, et al. Emergency department triage scales and their components: a systematic review of the scientific evidence. Scand J Trauma Resusc Emerg Med. 2011;19:42.CrossRef Farrohknia N, Castrén M, Ehrenberg A, Lind L, Oredsson S, Jonsson H, et al. Emergency department triage scales and their components: a systematic review of the scientific evidence. Scand J Trauma Resusc Emerg Med. 2011;19:42.CrossRef
2.
go back to reference Kuriyama A, Urushidani S, Nakayama T. Five-level emergency triage systems: variation in assessment of validity. Emerg Med J. 2017;34:703–10.CrossRef Kuriyama A, Urushidani S, Nakayama T. Five-level emergency triage systems: variation in assessment of validity. Emerg Med J. 2017;34:703–10.CrossRef
3.
go back to reference Kristensen M, Iversen AKS, Gerds TA, Østervig R, Linnet JD, Barfod C, et al. Routine blood tests are associated with short term mortality and can improve emergency department triage: a cohort study of &gt;12,000 patients. Scand J Trauma Resusc Emerg Med. 2017;25:115.CrossRef Kristensen M, Iversen AKS, Gerds TA, Østervig R, Linnet JD, Barfod C, et al. Routine blood tests are associated with short term mortality and can improve emergency department triage: a cohort study of &gt;12,000 patients. Scand J Trauma Resusc Emerg Med. 2017;25:115.CrossRef
4.
go back to reference Seymour CW, Cooke CR, Wang Z, Kerr KF, Yealy DM, Angus DC, et al. Improving risk classification of critical illness with biomarkers: a simulation study. J Crit Care. 2013;28:541–8.CrossRef Seymour CW, Cooke CR, Wang Z, Kerr KF, Yealy DM, Angus DC, et al. Improving risk classification of critical illness with biomarkers: a simulation study. J Crit Care. 2013;28:541–8.CrossRef
5.
go back to reference Schuetz P, Hausfater P, Amin D, Amin A, Haubitz S, Faessler L, et al. Biomarkers from distinct biological pathways improve early risk stratification in medical emergency patients: the multinational, prospective, observational TRIAGE study. Crit Care. 2015;19:377.CrossRef Schuetz P, Hausfater P, Amin D, Amin A, Haubitz S, Faessler L, et al. Biomarkers from distinct biological pathways improve early risk stratification in medical emergency patients: the multinational, prospective, observational TRIAGE study. Crit Care. 2015;19:377.CrossRef
6.
go back to reference Iversen K, Gotze JP, Dalsgaard M, Nielsen H, Boesgaard SSS, Bay M, et al. Risk stratification in emergency patients by copeptin. BMC Med. 2014;12:80.CrossRef Iversen K, Gotze JP, Dalsgaard M, Nielsen H, Boesgaard SSS, Bay M, et al. Risk stratification in emergency patients by copeptin. BMC Med. 2014;12:80.CrossRef
7.
go back to reference Rasmussen LJH, Ladelund S, Haupt TH, Ellekilde G, Poulsen JH, Iversen K, et al. Soluble urokinase plasminogen activator receptor (suPAR) in acute care: a strong marker of disease presence and severity, readmission and mortality. A retrospective cohort study. Emerg Med J. 2016;33:769–75.CrossRef Rasmussen LJH, Ladelund S, Haupt TH, Ellekilde G, Poulsen JH, Iversen K, et al. Soluble urokinase plasminogen activator receptor (suPAR) in acute care: a strong marker of disease presence and severity, readmission and mortality. A retrospective cohort study. Emerg Med J. 2016;33:769–75.CrossRef
8.
go back to reference Haupt TH, Petersen J, Ellekilde G, Klausen HH, Thorball CW, Eugen-Olsen J, et al. Plasma suPAR levels are associated with mortality, admission time, and Charlson comorbidity index in the acutely admitted medical patient: a prospective observational study. Crit Care. 2012;16:R130.CrossRef Haupt TH, Petersen J, Ellekilde G, Klausen HH, Thorball CW, Eugen-Olsen J, et al. Plasma suPAR levels are associated with mortality, admission time, and Charlson comorbidity index in the acutely admitted medical patient: a prospective observational study. Crit Care. 2012;16:R130.CrossRef
9.
go back to reference Østervig RM, Køber L, Forberg JL, Rasmussen LS, Eugen-Olsen J, Iversen K. suPAR – a future prognostic biomarker in emergency medicine. J Emerg Med. 2015;48:642–3.CrossRef Østervig RM, Køber L, Forberg JL, Rasmussen LS, Eugen-Olsen J, Iversen K. suPAR – a future prognostic biomarker in emergency medicine. J Emerg Med. 2015;48:642–3.CrossRef
10.
go back to reference Sandø A, Schultz M, Eugen-Olsen J, Rasmussen LS, Køber L, Kjøller E, et al. Introduction of a prognostic biomarker to strengthen risk stratification of acutely admitted patients: rationale and design of the TRIAGE III cluster randomized interventional trial. Scand J Trauma Resusc Emerg Med. 2016;24:100.CrossRef Sandø A, Schultz M, Eugen-Olsen J, Rasmussen LS, Køber L, Kjøller E, et al. Introduction of a prognostic biomarker to strengthen risk stratification of acutely admitted patients: rationale and design of the TRIAGE III cluster randomized interventional trial. Scand J Trauma Resusc Emerg Med. 2016;24:100.CrossRef
11.
go back to reference Schultz M, Rasmussen LJH, Andersen MH, S SJ, Falkentoft Alexander AM, et al. Use of the prognostic biomarker suPAR in the emergency department improves risk stratification but has no effect on mortality: a cluster-randomized clinical trial (TRIAGE III). ScandJTrauma ResuscEmergMed. 2018;26:69. Schultz M, Rasmussen LJH, Andersen MH, S SJ, Falkentoft Alexander AM, et al. Use of the prognostic biomarker suPAR in the emergency department improves risk stratification but has no effect on mortality: a cluster-randomized clinical trial (TRIAGE III). ScandJTrauma ResuscEmergMed. 2018;26:69.
13.
go back to reference Nordberg M, Lethvall S, Castrén M. The validity of the triage system ADAPT. Scand J Trauma Resusc Emerg Med. 2010;18(Suppl 1):P36.CrossRef Nordberg M, Lethvall S, Castrén M. The validity of the triage system ADAPT. Scand J Trauma Resusc Emerg Med. 2010;18(Suppl 1):P36.CrossRef
14.
go back to reference Göransson KE, Von Rosen A. Interrater agreement: a comparison between two emergency department triage scales. Eur J Emerg Med. 2011;18:68–72.CrossRef Göransson KE, Von Rosen A. Interrater agreement: a comparison between two emergency department triage scales. Eur J Emerg Med. 2011;18:68–72.CrossRef
15.
go back to reference DeLong ER, DeLong, DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988;44:837–45.CrossRef DeLong ER, DeLong, DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988;44:837–45.CrossRef
16.
18.
go back to reference Robin X, Turck N, Hainard A, Tiberti N, Lisacek F, Sanchez J-C, Müller M. pROC: an open-source package for R and S+ to analyze and compare ROC curves. BMC Bioinformatics:77. Robin X, Turck N, Hainard A, Tiberti N, Lisacek F, Sanchez J-C, Müller M. pROC: an open-source package for R and S+ to analyze and compare ROC curves. BMC Bioinformatics:77.
19.
go back to reference Brabrand M, Folkestad L, Clausen NG, Knudsen T, Hallas J. Risk scoring systems for adults admitted to the emergency department: a systematic review. ScandJTrauma ResuscEmergMed. 2010;18(8):8. Brabrand M, Folkestad L, Clausen NG, Knudsen T, Hallas J. Risk scoring systems for adults admitted to the emergency department: a systematic review. ScandJTrauma ResuscEmergMed. 2010;18(8):8.
Metadata
Title
Availability of suPAR in emergency departments may improve risk stratification: a secondary analysis of the TRIAGE III trial
Authors
Martin Schultz
Line J. H. Rasmussen
Thomas Kallemose
Erik Kjøller
Morten N. Lind
Lisbet Ravn
Theis Lange
Lars Køber
Lars S. Rasmussen
Jesper Eugen-Olsen
Kasper Iversen
Publication date
01-12-2019
Publisher
BioMed Central
DOI
https://doi.org/10.1186/s13049-019-0621-7

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