J Korean Med Sci.  2023 Dec;38(50):e418. 10.3346/jkms.2023.38.e418.

Modified Cardiovascular Sequential Organ Failure Assessment Score in Sepsis: External Validation in Intensive Care Unit Patients

Affiliations
  • 1Department of Emergency Medicine, College of Medicine, Hanyang University, Seoul, Korea
  • 2Department of Emergency Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
  • 3Department of Emergency Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
  • 4Department of Emergency Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea
  • 5Department of Critical Care Medicine, Anyang Sam Hospital, Anyang, Korea
  • 6Department of Emergency Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Korea
  • 7Department of Emergency Medicine, Seoul National University College of Medicine, Seoul, Korea
  • 8Department of Emergency Medicine, College of Medicine, Korea University, Seoul, Korea
  • 9Division of Pulmonary Medicine and Allergy, Department of Internal Medicine, Hanyang University College of Medicine, Seoul, Korea
  • 10Department of Anesthesiology and Pain Medicine, Hanyang University Medical Center, Hanyang University College of Medicine, Seoul, Korea
  • 11Department of Emergency Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea

Abstract

Background
There is a need to update the cardiovascular (CV) Sequential Organ Failure Assessment (SOFA) score to reflect the current practice in sepsis. We previously proposed the modified CV SOFA score from data on blood pressure, norepinephrine equivalent dose, and lactate as gathered from emergency departments. In this study, we externally validated the modified CV SOFA score in multicenter intensive care unit (ICU) patients.
Methods
A multicenter retrospective observational study was conducted on ICU patients at six hospitals in Korea. We included adult patients with sepsis who were admitted to ICUs. We compared the prognostic performance of the modified CV/total SOFA score and the original CV/total SOFA score in predicting 28-day mortality. Discrimination and calibration were evaluated using the area under the receiver operating characteristic curve (AUROC) and the calibration curve, respectively.
Results
We analyzed 1,015 ICU patients with sepsis. In overall patients, the 28-day mortality rate was 31.2%. The predictive validity of the modified CV SOFA (AUROC, 0.712; 95% confidence interval [CI], 0.677–0.746; P < 0.001) was significantly higher than that of the original CV SOFA (AUROC, 0.644; 95% CI, 0.611–0.677). The predictive validity of modified total SOFA score for 28-day mortality was significantly higher than that of the original total SOFA (AUROC, 0.747 vs. 0.730; 95% CI, 0.715–0.779; P = 0.002). The calibration curve of the original CV SOFA for 28-day mortality showed poor calibration. In contrast, the calibration curve of the modified CV SOFA for 28-day mortality showed good calibration.
Conclusion
In patients with sepsis in the ICU, the modified SOFA score performed better than the original SOFA score in predicting 28-day mortality.

Keyword

Sepsis; Mortality; Organ Dysfunction Scores; Severity of Illness Index

Figure

  • Fig. 1 Distribution and 28-day mortality according to original and modified cardiovascular/total SOFA scores. Bar graphs represent the number of patients, and points with error bars indicate 28-day mortality with 95% confidence intervals.SOFA = Sequential Organ Failure Assessment.

  • Fig. 2 Receiver operating characteristic curves for predicting 28-day mortality in the original and modified cardiovascular/total SOFA.SOFA = Sequential Organ Failure Assessment, AUC = area under the curve, CI = confidence interval.

  • Fig. 3 Calibration plots for 28-day mortality between the original and modified cardiovascular/total SOFA.SOFA = Sequential Organ Failure Assessment.


Reference

1. Vincent JL, Moreno R, Takala J, Willatts S, De Mendonça A, Bruining H, et al. The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine. Intensive Care Med. 1996; 22(7):707–710. PMID: 8844239.
2. Moreno R, Rhodes A, Piquilloud L, Hernandez G, Takala J, Gershengorn HB, et al. The Sequential Organ Failure Assessment (SOFA) Score: has the time come for an update? Crit Care. 2023; 27(1):15. PMID: 36639780.
3. Lambden S, Laterre PF, Levy MM, Francois B. The SOFA score-development, utility and challenges of accurate assessment in clinical trials. Crit Care. 2019; 23(1):374. PMID: 31775846.
4. Vincent JL, de Mendonça A, Cantraine F, Moreno R, Takala J, Suter PM, et al. Use of the SOFA score to assess the incidence of organ dysfunction/failure in intensive care units: results of a multicenter, prospective study. Working group on “sepsis-related problems” of the European Society of Intensive Care Medicine. Crit Care Med. 1998; 26(11):1793–1800. PMID: 9824069.
5. Ferreira FL, Bota DP, Bross A, Mélot C, Vincent JL. Serial evaluation of the SOFA score to predict outcome in critically ill patients. JAMA. 2001; 286(14):1754–1758. PMID: 11594901.
6. Jones AE, Trzeciak S, Kline JA. The Sequential Organ Failure Assessment score for predicting outcome in patients with severe sepsis and evidence of hypoperfusion at the time of emergency department presentation. Crit Care Med. 2009; 37(5):1649–1654. PMID: 19325482.
7. Seymour CW, Liu VX, Iwashyna TJ, Brunkhorst FM, Rea TD, Scherag A, et al. Assessment of Clinical Criteria for Sepsis: for the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA. 2016; 315(8):762–774. PMID: 26903335.
8. Karakike E, Kyriazopoulou E, Tsangaris I, Routsi C, Vincent JL, Giamarellos-Bourboulis EJ. The early change of SOFA score as a prognostic marker of 28-day sepsis mortality: analysis through a derivation and a validation cohort. Crit Care. 2019; 23(1):387. PMID: 31783881.
9. Pölkki A, Pekkarinen PT, Takala J, Selander T, Reinikainen M. Association of Sequential Organ Failure Assessment (SOFA) components with mortality. Acta Anaesthesiol Scand. 2022; 66(6):731–741. PMID: 35353902.
10. Singer M, Deutschman CS, Seymour CW, Shankar-Hari M, Annane D, Bauer M, et al. The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA. 2016; 315(8):801–810. PMID: 26903338.
11. Shankar-Hari M, Phillips GS, Levy ML, Seymour CW, Liu VX, Deutschman CS, et al. Developing a new definition and assessing new clinical criteria for septic shock: for the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA. 2016; 315(8):775–787. PMID: 26903336.
12. Bachmann KF, Arabi YM, Regli A, Starkopf J, Reintam Blaser A. Cardiovascular SOFA score may not reflect current practice. Intensive Care Med. 2022; 48(1):119–120. PMID: 34596703.
13. Evans L, Rhodes A, Alhazzani W, Antonelli M, Coopersmith CM, French C, et al. Surviving sepsis campaign: international guidelines for management of sepsis and septic shock 2021. Intensive Care Med. 2021; 47(11):1181–1247. PMID: 34599691.
14. Kovach CP, Fletcher GS, Rudd KE, Grant RM, Carlbom DJ. Comparative prognostic accuracy of sepsis scores for hospital mortality in adults with suspected infection in non-ICU and ICU at an academic public hospital. PLoS One. 2019; 14(9):e0222563. PMID: 31525224.
15. Gupta T, Puskarich MA, DeVos E, Javed A, Smotherman C, Sterling SA, et al. Sequential Organ Failure Assessment component score prediction of in-hospital mortality from sepsis. J Intensive Care Med. 2020; 35(8):810–817. PMID: 30165769.
16. Jee W, Jo S, Lee JB, Jin Y, Jeong T, Yoon JC, et al. Mortality difference between early-identified sepsis and late-identified sepsis. Clin Exp Emerg Med. 2020; 7(3):150–160. PMID: 33028057.
17. Kim DS, Park JE, Hwang SY, Jeong D, Lee GT, Kim T, et al. Prediction of vasopressor requirement among hypotensive patients with suspected infection: usefulness of diastolic shock index and lactate. Clin Exp Emerg Med. 2022; 9(3):176–186. PMID: 36164800.
18. Houwink AP, Rijkenberg S, Bosman RJ, van der Voort PH. The association between lactate, mean arterial pressure, central venous oxygen saturation and peripheral temperature and mortality in severe sepsis: a retrospective cohort analysis. Crit Care. 2016; 20(1):56. PMID: 26968689.
19. Vincent JL, Quintairos E Silva A, Couto L Jr, Taccone FS. The value of blood lactate kinetics in critically ill patients: a systematic review. Crit Care. 2016; 20(1):257. PMID: 27520452.
20. Lee HJ, Ko BS, Ryoo SM, Han E, Suh GJ, Choi SH, et al. Modified cardiovascular SOFA score in sepsis: development and internal and external validation. BMC Med. 2022; 20(1):263. PMID: 35989336.
21. Namgung M, Ahn C, Park Y, Kwak IY, Lee J, Won M. Mortality among adult patients with sepsis and septic shock in Korea: a systematic review and meta-analysis. Clin Exp Emerg Med. 2023; 10(2):157–171. PMID: 36882054.
22. de Grooth HJ, Elbers PW, Vincent JL. Vitamin C for sepsis and acute respiratory failure. JAMA. 2020; 323(8):792.
23. Ho KM, Lee KY, Williams T, Finn J, Knuiman M, Webb SA. Comparison of Acute Physiology and Chronic Health Evaluation (APACHE) II score with organ failure scores to predict hospital mortality. Anaesthesia. 2007; 62(5):466–473. PMID: 17448058.
24. Minne L, Abu-Hanna A, de Jonge E. Evaluation of SOFA-based models for predicting mortality in the ICU: a systematic review. Crit Care. 2008; 12(6):R161. PMID: 19091120.
25. Raith EP, Udy AA, Bailey M, McGloughlin S, MacIsaac C, Bellomo R, et al. Prognostic accuracy of the SOFA score, SIRS criteria, and qSOFA score for in-hospital mortality among adults with suspected infection admitted to the intensive care unit. JAMA. 2017; 317(3):290–300. PMID: 28114553.
Full Text Links
  • JKMS
Actions
Cited
CITED
export Copy
Close
Share
  • Twitter
  • Facebook
Similar articles
Copyright © 2024 by Korean Association of Medical Journal Editors. All rights reserved.     E-mail: koreamed@kamje.or.kr