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Comparison of five early warning scores in predicting mortality risk in patients presenting to the emergency department with acute dyspnea: qSOFA, NEWS2, MEWS, HASI, and SIL

Year 2025, Volume: 11 Issue: 5, 845 - 857, 04.09.2025
https://doi.org/10.18621/eurj.1738116

Abstract

Objectives: This study aimed to compare five early warning scores - Quick Sequential Organ Failure Assessment (qSOFA), National Early Warning Score 2 (NEWS2), Modified Early Warning Score (MEWS), Hospital Alert Severity Index (HASI), and Shock Index-Lactate (SIL) - in predicting 30-day mortality in elderly patients presenting to the emergency department (ED) with acute dyspnea.

Methods: This was a single-center, retrospective observational study. A total of 764 patients aged 65 years or older presenting to the emergency department with acute dyspnea over a five-year period were included in this study. The predictive accuracy of each score was evaluated using AUROC analysis and logistic regression.

Results: Our findings demonstrated that the qSOFA score had the highest accuracy in predicting 30-day mortality (AUROC: 0.768). Among these scores, qSOFA showed the best performance in predicting mortality with a sensitivity of 72.9% and specificity of 74.6%. In logistic regression analysis, the qSOFA score demonstrated the strongest independent association with 30-day mortality (odds ratio [OR]: 5.23, P<0.001). The SIL score also showed a significant association with mortality (OR: 1.29, P=0.035). However, the HASI (P=0.092), MEWS (P=0.726), and NEWS2 (P=0.344) scores were not independently significant in multivariable analysis. Regarding mortality timing, qSOFA was identified as the most robust predictor for early death (within the first 3 days) with an AUROC of 0.801. It also demonstrated superior performance in predicting late in-hospital death (after 3 days) with an AUROC of 0.632 and post-discharge mortality within 30 days with an AUROC of 0.788. Other scores (HASI, MEWS, NEWS2, SIL) demonstrated lower performance in predicting mortality across different time intervals.

Conclusions: qSOFA demonstrated the most consistent and accurate performance among the evaluated scores. It may serve as a practical tool for early risk stratification in elderly patients with acute dyspnea in ED settings.

Ethical Statement

This study was approved by the Memorial Şişli Hospital Ethics Committee (Decision No: 2024/004; date: 26.12.2024). All procedures were conducted in accordance with the ethical standards of the institutional and national research committee and with the 1964 Helsinki Declaration and its later amendments. The retrospective observational study included patients who presented to the EDs of two tertiary care hospitals: istanbul Beykent University Hospital and Memorial Bahçelievler Hospital. Due to the retrospective design of the study, the institutional review board granted a waiver of informed consent.

References

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  • 2. Kelly AM, Keijzers G, Klim S, et al; AANZDEM Study Group. An Observational Study of Dyspnea in Emergency Departments: The Asia, Australia, and New Zealand Dyspnea in Emergency Departments Study (AANZDEM). Acad Emerg Med. 2017;24(3):328-336. doi: 10.1111/acem.13118.
  • 3. Pesola GR, Ahsan H. Dyspnea as an independent predictor of mortality. Clin Respir J. 2016;10(2):142-52. doi: 10.1111/crj.12191.
  • 4. Demoule A, Baptiste A, Thille AW, et al; from the REVA Network (Research Network in Mechanical Ventilation). Dyspnea is severe and associated with a higher intubation rate in de novo acute hypoxemic respiratory failure. Crit Care. 2024;28(1):174. doi: 10.1186/s13054-024-04903-5.
  • 5. Dupuis-Lozeron E, Soccal PM, Janssens JP, Similowski T, Adler D. Severe Dyspnea Is an Independent Predictor of Readmission or Death in COPD Patients Surviving Acute Hypercapnic Respiratory Failure in the ICU. Front Med (Lausanne). 2018;5:163. doi: 10.3389/fmed.2018.00163.
  • 6. Collins S, Storrow AB, Kirk JD, Pang PS, Diercks DB, Gheorghiade M. Beyond pulmonary edema: diagnostic, risk stratification, and treatment challenges of acute heart failure management in the emergency department. Ann Emerg Med. 2008;51(1):45-57. doi: 10.1016/j.annemergmed.2007.07.007.
  • 7. Baggish AL, Lloyd-Jones DM, Blatt J, et al. A clinical and biochemical score for mortality prediction in patients with acute dyspnoea: derivation, validation and incorporation into a bedside programme. Heart. 2008;94(8):1032-1037. doi: 10.1136/hrt.2007.128132.
  • 8. Nazerian P, Vanni S, Volpicelli G, et al. Accuracy of point-of-care multiorgan ultrasonography for the diagnosis of pulmonary embolism. Chest. 2014;145(5):950-957. doi: 10.1378/chest.13-1087.
  • 9. Januzzi JL Jr, Sakhuja R, O'donoghue M, et al. Utility of amino-terminal pro-brain natriuretic peptide testing for prediction of 1-year mortality in patients with dyspnea treated in the emergency department. Arch Intern Med. 2006;166(3):315-320. doi: 10.1001/archinte.166.3.315.
  • 10. Baggish AL, Siebert U, Lainchbury JG, et al. A validated clinical and biochemical score for the diagnosis of acute heart failure: the ProBNP Investigation of Dyspnea in the Emergency Department (PRIDE) Acute Heart Failure Score. Am Heart J. 2006;151(1):48-54. doi: 10.1016/j.ahj.2005.02.031.
  • 11. Guttikonda SNR, Vadapalli K. Approach to undifferentiated dyspnea in emergency department: aids in rapid clinical decision-making. Int J Emerg Med. 2018;11(1):21. doi: 10.1186/s12245-018-0181-z.
  • 12. Qaseem A, Etxeandia-Ikobaltzeta I, Mustafa RA, Kansagara D, Fitterman N, Wilt TJ; Clinical Guidelines Committee of the American College of Physicians. Appropriate Use of Point-of-Care Ultrasonography in Patients With Acute Dyspnea in Emergency Department or Inpatient Settings: A Clinical Guideline From the American College of Physicians. Ann Intern Med. 2021;174(7):985-993. doi: 10.7326/M20-7844.
  • 13. Australian Institute of Health and Welfare, issuing body. Emergency department care: Australian hospital statistics Canberra: Australian Institute of Health and Welfare, 2015. Accessed 14 July 2025. http://nla.gov.au/nla.obj-767401731.
  • 14. Ray P, Birolleau S, Riou B. [Acute dyspnoea in elderly patients]. Rev Mal Respir. 2002;19(4):491-503. [Article in French].
  • 15. Janssens JP, Pache JC, Nicod LP. Physiological changes in respiratory function associated with ageing. Eur Respir J. 1999;13(1):197-205. doi: 10.1034/j.1399-3003.1999.13a36.x.
  • 16. Schneider JL, Rowe JH, Garcia-de-Alba C, Kim CF, Sharpe AH, Haigis MC. The aging lung: Physiology, disease, and immunity. Cell. 2021;184(8):1990-2019. doi: 10.1016/j.cell.2021.03.005.
  • 17. Devia Jaramillo G, Erazo Guerrero L, Florez Zuñiga N, Martin Cuesta RM. Evaluating the Accuracy of the SIL Score for Predicting the Sepsis Mortality in Emergency Department Triages: A Comparative Analysis with NEWS and SOFA. J Clin Med. 2024;13(24):7787. doi: 10.3390/jcm13247787.
  • 18. Hincapié-Osorno C, van Wijk RJ, Postma DF, et al. Validation of MEWS, NEWS, NEWS-2 and qSOFA for different infection foci at the emergency department, the acutelines cohort. Eur J Clin Microbiol Infect Dis. 2024;43(12):2441-2452. doi: 10.1007/s10096-024-04961-1.
  • 19. Vargun P, Yilmaz S, Tatliparmak AC, Karcioglu O. Should lactate levels be combined with rapid emergency medicine scores (REMS) to predict outcomes of patients with dyspnea. Signa Vitae. 2023;19(5):161-168. doi:10.22514/sv.2023.024.
  • 20. Parshall MB, Schwartzstein RM, Adams L, et al; American Thoracic Society Committee on Dyspnea. An official American Thoracic Society statement: update on the mechanisms, assessment, and management of dyspnea. Am J Respir Crit Care Med. 2012;185(4):435-452. doi: 10.1164/rccm.201111-2042ST.
  • 21. Seymour CW, Liu VX, Iwashyna TJ, et al. Assessment of Clinical Criteria for Sepsis: For the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA. 2016 Feb 23;315(8):762-774. doi: 10.1001/jama.2016.0288.
  • 22. National Early Warning Score (NEWS) 2 [Internet]. [cited 2025 Jan 24]. Available from: https://www.rcp.ac.uk/improving-care/resources/national-early-warning-score-news-2/
  • 23. Modified Early Warning Score (MEWS) [Internet]. [cited 2025 Feb 5]. Available from: https://reference.medscape.com/calculator/461/modified-early-warning-score-mews
  • 24. Chen PS, Hsieh CY, Jaw FS, Chen HK, Hsi KY, Chang HP. The hypoxia-age-shock index at triage is a useful and rapid tool. Am J Emerg Med. 2024;83:154-155. doi: 10.1016/j.ajem.2024.07.010.
  • 25. López-Izquierdo R, Brio-Ibañez PD, Martín-Rodríguez F, et al. Role of qSOFA and SOFA Scoring Systems for Predicting In-Hospital Risk of Deterioration in the Emergency Department. Int J Environ Res Public Health. 2020;17(22):8367. doi: 10.3390/ijerph17228367.
  • 26. Nishino T, Iimura K, Miura N. Elderly woman with disturbance of consciousness and respiratory failure. J Am Coll Emerg Physicians Open. 2020;1(4):658-659. doi: 10.1002/emp2.12084.
  • 27. Güleç T, Yılmaz S, Ak R, Tatlıparmak AC, Karcıoğlu Ö. Can we recognize severe community-acquired pneumonia without pneumonia severity index? Use of modified qSOFA with procalcitonin. Heliyon. 2023;9(9):e19937. doi: 10.1016/j.heliyon.2023.e19937.
  • 28. Meral G, Ardıç Ş, Günay S, et al. Comparative analysis of Glasgow Coma Scale, quick Sepsis-related Organ Failure Assessment, base excess, and lactate for mortality prediction in critically ill emergency department patients. Turk J Emerg Med. 2024;24(4):231-237. doi: 10.4103/tjem.tjem_45_24.
  • 29. Shahsavarinia K, Moharramzadeh P, Arvanagi RJ, Mahmoodpoor A. qSOFA score for prediction of sepsis outcome in emergency department. Pak J Med Sci. 2020;36(4):668-672. doi: 10.12669/pjms.36.4.2031.
  • 30. Kesselmeier M, Pletz MW, Blankenstein AL, et al. Validation of the qSOFA score compared to the CRB-65 score for risk prediction in community-acquired pneumonia. Clin Microbiol Infect. 2021;27(9):1345.e1-1345.e6. doi: 10.1016/j.cmi.2020.10.008.
  • 31. Huang W, Yang P, Xu F, Chen D. Predictive value of qSOFA score for death in emergency department resuscitation room among adult trauma patients:a retrospective study. BMC Emerg Med. 2021;21(1):103. doi: 10.1186/s12873-021-00498-0.
  • 32. Yuzefpolskaya M, Schwartz S, Ladanyi A, et al. The Role of Lactate Metabolism in Heart Failure and Cardiogenic Shock: Clinical Insights and Therapeutic Implications. J Card Fail. 2025:S1071-9164(25)00041-7. doi: 10.1016/j.cardfail.2025.01.011.
  • 33. Tangpaisarn T, Drumheller BC, Daungjunchot R, Kotruchin P, Daorattanachai K, Phungoen P. Severe hyperlactatemia in the emergency department: clinical characteristics, etiology and mortality. BMC Emerg Med. 2024;24(1):150. doi: 10.1186/s12873-024-01071-1.
  • 34. Hsieh CC, Liu CY, Tsai KC, Jaw FS, Chen J. The hypoxia-age-shock index at triage to predict the outcomes of Covid-19 patients. Am J Emerg Med. 2023;65:65-70. doi: 10.1016/j.ajem.2022.12.034. Epub 2022 Dec 22. PMID: 36586224; PMCID: PMC9773782.
  • 35. Riccalton V, Threlfall L, Ananthakrishnan A, et al. Modifications to the National Early Warning Score 2: a Scoping Review. BMC Med. 2025;23(1):154. doi: 10.1186/s12916-025-03943-0.

Year 2025, Volume: 11 Issue: 5, 845 - 857, 04.09.2025
https://doi.org/10.18621/eurj.1738116

Abstract

References

  • 1. Laribi S, Keijzers G, van Meer O, et al; AANZDEM and EURODEM study groups. Epidemiology of patients presenting with dyspnea to emergency departments in Europe and the Asia-Pacific region. Eur J Emerg Med. 2019;26(5):345-349. doi: 10.1097/MEJ.0000000000000571.
  • 2. Kelly AM, Keijzers G, Klim S, et al; AANZDEM Study Group. An Observational Study of Dyspnea in Emergency Departments: The Asia, Australia, and New Zealand Dyspnea in Emergency Departments Study (AANZDEM). Acad Emerg Med. 2017;24(3):328-336. doi: 10.1111/acem.13118.
  • 3. Pesola GR, Ahsan H. Dyspnea as an independent predictor of mortality. Clin Respir J. 2016;10(2):142-52. doi: 10.1111/crj.12191.
  • 4. Demoule A, Baptiste A, Thille AW, et al; from the REVA Network (Research Network in Mechanical Ventilation). Dyspnea is severe and associated with a higher intubation rate in de novo acute hypoxemic respiratory failure. Crit Care. 2024;28(1):174. doi: 10.1186/s13054-024-04903-5.
  • 5. Dupuis-Lozeron E, Soccal PM, Janssens JP, Similowski T, Adler D. Severe Dyspnea Is an Independent Predictor of Readmission or Death in COPD Patients Surviving Acute Hypercapnic Respiratory Failure in the ICU. Front Med (Lausanne). 2018;5:163. doi: 10.3389/fmed.2018.00163.
  • 6. Collins S, Storrow AB, Kirk JD, Pang PS, Diercks DB, Gheorghiade M. Beyond pulmonary edema: diagnostic, risk stratification, and treatment challenges of acute heart failure management in the emergency department. Ann Emerg Med. 2008;51(1):45-57. doi: 10.1016/j.annemergmed.2007.07.007.
  • 7. Baggish AL, Lloyd-Jones DM, Blatt J, et al. A clinical and biochemical score for mortality prediction in patients with acute dyspnoea: derivation, validation and incorporation into a bedside programme. Heart. 2008;94(8):1032-1037. doi: 10.1136/hrt.2007.128132.
  • 8. Nazerian P, Vanni S, Volpicelli G, et al. Accuracy of point-of-care multiorgan ultrasonography for the diagnosis of pulmonary embolism. Chest. 2014;145(5):950-957. doi: 10.1378/chest.13-1087.
  • 9. Januzzi JL Jr, Sakhuja R, O'donoghue M, et al. Utility of amino-terminal pro-brain natriuretic peptide testing for prediction of 1-year mortality in patients with dyspnea treated in the emergency department. Arch Intern Med. 2006;166(3):315-320. doi: 10.1001/archinte.166.3.315.
  • 10. Baggish AL, Siebert U, Lainchbury JG, et al. A validated clinical and biochemical score for the diagnosis of acute heart failure: the ProBNP Investigation of Dyspnea in the Emergency Department (PRIDE) Acute Heart Failure Score. Am Heart J. 2006;151(1):48-54. doi: 10.1016/j.ahj.2005.02.031.
  • 11. Guttikonda SNR, Vadapalli K. Approach to undifferentiated dyspnea in emergency department: aids in rapid clinical decision-making. Int J Emerg Med. 2018;11(1):21. doi: 10.1186/s12245-018-0181-z.
  • 12. Qaseem A, Etxeandia-Ikobaltzeta I, Mustafa RA, Kansagara D, Fitterman N, Wilt TJ; Clinical Guidelines Committee of the American College of Physicians. Appropriate Use of Point-of-Care Ultrasonography in Patients With Acute Dyspnea in Emergency Department or Inpatient Settings: A Clinical Guideline From the American College of Physicians. Ann Intern Med. 2021;174(7):985-993. doi: 10.7326/M20-7844.
  • 13. Australian Institute of Health and Welfare, issuing body. Emergency department care: Australian hospital statistics Canberra: Australian Institute of Health and Welfare, 2015. Accessed 14 July 2025. http://nla.gov.au/nla.obj-767401731.
  • 14. Ray P, Birolleau S, Riou B. [Acute dyspnoea in elderly patients]. Rev Mal Respir. 2002;19(4):491-503. [Article in French].
  • 15. Janssens JP, Pache JC, Nicod LP. Physiological changes in respiratory function associated with ageing. Eur Respir J. 1999;13(1):197-205. doi: 10.1034/j.1399-3003.1999.13a36.x.
  • 16. Schneider JL, Rowe JH, Garcia-de-Alba C, Kim CF, Sharpe AH, Haigis MC. The aging lung: Physiology, disease, and immunity. Cell. 2021;184(8):1990-2019. doi: 10.1016/j.cell.2021.03.005.
  • 17. Devia Jaramillo G, Erazo Guerrero L, Florez Zuñiga N, Martin Cuesta RM. Evaluating the Accuracy of the SIL Score for Predicting the Sepsis Mortality in Emergency Department Triages: A Comparative Analysis with NEWS and SOFA. J Clin Med. 2024;13(24):7787. doi: 10.3390/jcm13247787.
  • 18. Hincapié-Osorno C, van Wijk RJ, Postma DF, et al. Validation of MEWS, NEWS, NEWS-2 and qSOFA for different infection foci at the emergency department, the acutelines cohort. Eur J Clin Microbiol Infect Dis. 2024;43(12):2441-2452. doi: 10.1007/s10096-024-04961-1.
  • 19. Vargun P, Yilmaz S, Tatliparmak AC, Karcioglu O. Should lactate levels be combined with rapid emergency medicine scores (REMS) to predict outcomes of patients with dyspnea. Signa Vitae. 2023;19(5):161-168. doi:10.22514/sv.2023.024.
  • 20. Parshall MB, Schwartzstein RM, Adams L, et al; American Thoracic Society Committee on Dyspnea. An official American Thoracic Society statement: update on the mechanisms, assessment, and management of dyspnea. Am J Respir Crit Care Med. 2012;185(4):435-452. doi: 10.1164/rccm.201111-2042ST.
  • 21. Seymour CW, Liu VX, Iwashyna TJ, et al. Assessment of Clinical Criteria for Sepsis: For the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA. 2016 Feb 23;315(8):762-774. doi: 10.1001/jama.2016.0288.
  • 22. National Early Warning Score (NEWS) 2 [Internet]. [cited 2025 Jan 24]. Available from: https://www.rcp.ac.uk/improving-care/resources/national-early-warning-score-news-2/
  • 23. Modified Early Warning Score (MEWS) [Internet]. [cited 2025 Feb 5]. Available from: https://reference.medscape.com/calculator/461/modified-early-warning-score-mews
  • 24. Chen PS, Hsieh CY, Jaw FS, Chen HK, Hsi KY, Chang HP. The hypoxia-age-shock index at triage is a useful and rapid tool. Am J Emerg Med. 2024;83:154-155. doi: 10.1016/j.ajem.2024.07.010.
  • 25. López-Izquierdo R, Brio-Ibañez PD, Martín-Rodríguez F, et al. Role of qSOFA and SOFA Scoring Systems for Predicting In-Hospital Risk of Deterioration in the Emergency Department. Int J Environ Res Public Health. 2020;17(22):8367. doi: 10.3390/ijerph17228367.
  • 26. Nishino T, Iimura K, Miura N. Elderly woman with disturbance of consciousness and respiratory failure. J Am Coll Emerg Physicians Open. 2020;1(4):658-659. doi: 10.1002/emp2.12084.
  • 27. Güleç T, Yılmaz S, Ak R, Tatlıparmak AC, Karcıoğlu Ö. Can we recognize severe community-acquired pneumonia without pneumonia severity index? Use of modified qSOFA with procalcitonin. Heliyon. 2023;9(9):e19937. doi: 10.1016/j.heliyon.2023.e19937.
  • 28. Meral G, Ardıç Ş, Günay S, et al. Comparative analysis of Glasgow Coma Scale, quick Sepsis-related Organ Failure Assessment, base excess, and lactate for mortality prediction in critically ill emergency department patients. Turk J Emerg Med. 2024;24(4):231-237. doi: 10.4103/tjem.tjem_45_24.
  • 29. Shahsavarinia K, Moharramzadeh P, Arvanagi RJ, Mahmoodpoor A. qSOFA score for prediction of sepsis outcome in emergency department. Pak J Med Sci. 2020;36(4):668-672. doi: 10.12669/pjms.36.4.2031.
  • 30. Kesselmeier M, Pletz MW, Blankenstein AL, et al. Validation of the qSOFA score compared to the CRB-65 score for risk prediction in community-acquired pneumonia. Clin Microbiol Infect. 2021;27(9):1345.e1-1345.e6. doi: 10.1016/j.cmi.2020.10.008.
  • 31. Huang W, Yang P, Xu F, Chen D. Predictive value of qSOFA score for death in emergency department resuscitation room among adult trauma patients:a retrospective study. BMC Emerg Med. 2021;21(1):103. doi: 10.1186/s12873-021-00498-0.
  • 32. Yuzefpolskaya M, Schwartz S, Ladanyi A, et al. The Role of Lactate Metabolism in Heart Failure and Cardiogenic Shock: Clinical Insights and Therapeutic Implications. J Card Fail. 2025:S1071-9164(25)00041-7. doi: 10.1016/j.cardfail.2025.01.011.
  • 33. Tangpaisarn T, Drumheller BC, Daungjunchot R, Kotruchin P, Daorattanachai K, Phungoen P. Severe hyperlactatemia in the emergency department: clinical characteristics, etiology and mortality. BMC Emerg Med. 2024;24(1):150. doi: 10.1186/s12873-024-01071-1.
  • 34. Hsieh CC, Liu CY, Tsai KC, Jaw FS, Chen J. The hypoxia-age-shock index at triage to predict the outcomes of Covid-19 patients. Am J Emerg Med. 2023;65:65-70. doi: 10.1016/j.ajem.2022.12.034. Epub 2022 Dec 22. PMID: 36586224; PMCID: PMC9773782.
  • 35. Riccalton V, Threlfall L, Ananthakrishnan A, et al. Modifications to the National Early Warning Score 2: a Scoping Review. BMC Med. 2025;23(1):154. doi: 10.1186/s12916-025-03943-0.
There are 35 citations in total.

Details

Primary Language English
Subjects Emergency Medicine
Journal Section Original Articles
Authors

Neslihan Ergün Süzer 0000-0003-4839-8110

Süleyman Alpar 0000-0002-8509-0660

Ali Cankut Tatlıparmak 0000-0002-6729-5021

Sarper Yılmaz 0000-0001-8166-659X

Early Pub Date August 15, 2025
Publication Date September 4, 2025
Submission Date July 8, 2025
Acceptance Date August 11, 2025
Published in Issue Year 2025 Volume: 11 Issue: 5

Cite

AMA Ergün Süzer N, Alpar S, Tatlıparmak AC, Yılmaz S. Comparison of five early warning scores in predicting mortality risk in patients presenting to the emergency department with acute dyspnea: qSOFA, NEWS2, MEWS, HASI, and SIL. Eur Res J. September 2025;11(5):845-857. doi:10.18621/eurj.1738116

e-ISSN: 2149-3189 


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