Logistic Organ Dysfunction Score (LODS): a reliable postoperative risk management score also in cardiac surgical patients?

Matthias B Heldwein, Akmal M A Badreldin, Fabian Doerr, Thomas Lehmann, Ole Bayer, Torsten Doenst, Khosro Hekmat, Matthias B Heldwein, Akmal M A Badreldin, Fabian Doerr, Thomas Lehmann, Ole Bayer, Torsten Doenst, Khosro Hekmat

Abstract

Background: The original Logistic Organ Dysfunction Sore (LODS) excluded cardiac surgery patients from its target population, and the suitability of this score in cardiac surgery patients has never been tested. We evaluated the accuracy of the LODS and the usefulness of its daily measurement in cardiac surgery patients. The LODS is not a true logistic scoring system, since it does not use β-coefficients.

Methods: This prospective study included all consecutive adult patients who were admitted to the intensive care unit (ICU) after cardiac surgery between January 2007 and December 2008. The LODS was calculated daily from the first until the seventh postoperative day. Performance was assessed with Hosmer-Lemeshow (HL) goodness-of-fit test (calibration) and receiver operating characteristic (ROC) curves (discrimination) from ICU admission day until day 7. The outcome measure was ICU mortality.

Results: A total of 2801 patients (29.6% female) with a mean age of 66.4 ± 10.7 years were included. The ICU mortality rate was 5.2% (n = 147). The mean stay on the ICU was 4.3 ± 6.8 days. Calibration of the LODS was good with no significant difference between expected and observed mortality rates on any day (p ≥ 0.05). The initial LODS had an area under the ROC curve (AUC) of 0.81. The AUC was best on ICU day 3 with a value of 0.93, and declined to 0.85 on ICU day 7.

Conclusions: Although the LODS has not previously been validated for cardiac surgery patients it showed reasonable accuracy in prediction of ICU mortality in patients after cardiac surgery.

Figures

Figure 1
Figure 1
Receiver Operating Characteristic Curve of LODS on ICU-days 1, 3 and 7.

References

    1. Le Gall JR. et al.The Logistic Organ Dysfunction system. A new way to assess organ dysfunction in the intensive care unit. ICU Scoring Group. JAMA. 1996;276(10):802–10. doi: 10.1001/jama.276.10.802.
    1. Ceriani R. et al.Application of the sequential organ failure assessment score to cardiac surgical patients. Chest. 2003;123(4):1229–39. doi: 10.1378/chest.123.4.1229.
    1. Bewick V, Cheek L, Ball J. Statistics review 13: receiver operating characteristic curves. Crit Care. 2004;8(6):508–12. doi: 10.1186/cc3000.
    1. den Boer S, de Keizer NF, de Jonge E. Performance of prognostic models in critically ill cancer patients - a review. Crit Care. 2005;9(4):R458–63. doi: 10.1186/cc3765.
    1. Le Gall JR, Lemeshow S, Saulnier F. A new Simplified Acute Physiology Score (SAPS II) based on a European/North American multicenter study. JAMA. 1993;270(24):2957–63. doi: 10.1001/jama.270.24.2957.
    1. Michel P, Roques F, Nashef SA. Logistic or additive EuroSCORE for high-risk patients? Eur J Cardiothorac Surg. 2003;23(5):684–7. doi: 10.1016/S1010-7940(03)00074-5. discussion 687.
    1. Knaus WA. et al.APACHE II: a severity of disease classification system. Crit Care Med. 1985;13(10):818–29. doi: 10.1097/00003246-198510000-00009.
    1. Marshall JC. et al.Multiple organ dysfunction score: a reliable descriptor of a complex clinical outcome. Crit Care Med. 1995;23(10):1638–52. doi: 10.1097/00003246-199510000-00007.
    1. Ryan TA. et al.Predictors of outcome in cardiac surgical patients with prolonged intensive care stay. Chest. 1997;112(4):1035–42. doi: 10.1378/chest.112.4.1035.
    1. Turner JS. et al.Difficulties in predicting outcome in cardiac surgery patients. Crit Care Med. 1995;23(11):1843–50. doi: 10.1097/00003246-199511000-00010.
    1. Weiss YG. et al.Postcardiopulmonary bypass hypoxemia: a prospective study on incidence, risk factors, and clinical significance. J Cardiothorac Vasc Anesth. 2000;14(5):506–13. doi: 10.1053/jcan.2000.9488.
    1. Kollef MH, Wragge T, Pasque C. Determinants of mortality and multiorgan dysfunction in cardiac surgery patients requiring prolonged mechanical ventilation. Chest. 1995;107(5):1395–401. doi: 10.1378/chest.107.5.1395.
    1. Rady MY, Ryan T, Starr NJ. Perioperative determinants of morbidity and mortality in elderly patients undergoing cardiac surgery. Crit Care Med. 1998;26(2):225–35. doi: 10.1097/00003246-199802000-00016.
    1. Marik PE, Varon J. Severity scoring and outcome assessment. Computerized predictive models and scoring systems. Crit Care Clin. 1999;15(3):633–46. doi: 10.1016/S0749-0704(05)70076-2. viii.
    1. Badreldin AM, KCH, the German Preoperative Score for Isolated Coronary Artery Bypass Surgery: Is it Superior to the Logistic EuroSCORE? Thorac Cardiovasc Surg. 2011.
    1. Fagon JY. et al.Characterization of intensive care unit patients using a model based on the presence or absence of organ dysfunctions and/or infection: the ODIN model. Intensive Care Med. 1993;19(3):137–44. doi: 10.1007/BF01720528.
    1. Jin R, Grunkemeier GL. Additive vs. logistic risk models for cardiac surgery mortality. Eur J Cardiothorac Surg. 2005;28(2):240–3. doi: 10.1016/j.ejcts.2005.04.008.
    1. Hutchinson C, Craig S, Ridley S. Sequential organ scoring as a measure of effectiveness of critical care. Anaesthesia. 2000;55(12):1149–54. doi: 10.1046/j.1365-2044.2000.01608.x.
    1. Osswald BR. et al.The meaning of early mortality after CABG. Eur J Cardiothorac Surg. 1999;15(4):401–7. doi: 10.1016/S1010-7940(99)00029-9.
    1. Beal AL, Cerra FB. Multiple organ failure syndrome in the 1990s. Systemic inflammatory response and organ dysfunction. JAMA. 1994;271(3):226–33. doi: 10.1001/jama.271.3.226.
    1. Knaus WA. et al.Prognosis in acute organ-system failure. Ann Surg. 1985;202(6):685–93. doi: 10.1097/00000658-198512000-00004.
    1. Tran DD. et al.Risk factors for multiple organ system failure and death in critically injured patients. Surgery. 1993;114(1):21–30.
    1. Hebert PC. et al.A simple multiple system organ failure scoring system predicts mortality of patients who have sepsis syndrome. Chest. 1993;104(1):230–5. doi: 10.1378/chest.104.1.230.
    1. Zimmerman JE. et al.A comparison of risks and outcomes for patients with organ system failure: 1982-1990. Crit Care Med. 1996;24(10):1633–41. doi: 10.1097/00003246-199610000-00006.
    1. Rauss A. et al.Prognosis for recovery from multiple organ system failure: the accuracy of objective estimates of chances for survival. The French Multicentric Group of ICU Research. Med Decis Making. 1990;10(3):155–62. doi: 10.1177/0272989X9001000302.
    1. Mokart D. et al.Predictive perioperative factors for developing severe sepsis after major surgery. Br J Anaesth. 2005;95(6):776–81. doi: 10.1093/bja/aei257.
    1. Badreldin AM, Comparison between Sequential Organ Failure Assessment Score (SOFA) and Cardiac Surgery Score (CASUS) for Mortality Prediction after Cardiac Surgery. Thorac Cardiovasc Surg. 2011.

Source: PubMed

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