PROSPECTIVE OBSERVATIONAL STUDY COMPARING SEQUENTIAL ORGAN FAILURE ASSESSMENT SCORE WITH PH AND SEQUENTIAL ORGAN FAILURE ASSESSMENT SCORE FOR OUTCOME PREDICTION IN ICU
Main Article Content
Keywords
SOFA Score, pH, ICU, Outcome Prediction, Mortality, Organ Dysfunction, Prognosis, Sequential Organ Failure Assessment.
Abstract
Background : The SOFA (Sequential Organ Failure Assessment) score is widely used in ICUs (Intensive Care Units) to assess organ dysfunction and predict patient outcomes. The addition of blood pH as a parameter may enhance its predictive accuracy. This study aims to compare the SOFA score with and without pH for prognosis, mortality prediction, and risk estimation of hospital death in ICU patients.
Methods : This prospective, observational clinical study included ICU patients aged 18 years and older who were admitted for more than 48 hours after obtaining informed consent. A thorough general and systemic examination was conducted, and routine investigations were performed based on clinical findings. The SOFA score and SOFA score with pH were calculated using laboratory data and patient characteristics at admission (0 hours) and 48 hours. Outcomes, including ICU length of stay, hospital length of stay, and survival status, were recorded. The predictive ability of the scores was analyzed and correlated with actual patient outcomes.
Results : The overall mortality rate in the study was 27%. The mean age of survivors and non-survivors was 63.47 and 62.0 years, respectively (p = 0.725), showing no significant difference. No difference was observed between survivors and non-survivors in terms of ICU and hospital stay (p > 0.05). The mean SOFA score at baseline was significantly higher in non-survivors (8.33 vs. 5.9; p < 0.01), and this difference increased at 48 hours (11.67 vs. 3.66; p < 0.01). Similarly, the SOFA score with pH at baseline was higher in non-survivors (10.11 vs. 7.49; p < 0.01), and the difference was more pronounced at 48 hours (14.63 vs. 4.29; p < 0.01). Receiver operating characteristic (ROC) curve analysis demonstrated that the predictive accuracy of the SOFA score with and without pH was higher at 48 hours compared to baseline. At 48 hours, the diagnostic accuracy of SOFA with pH (AUC = 0.994, p < 0.01) was slightly superior to SOFA alone (AUC = 0.988, p < 0.01). The sensitivity and specificity of SOFA >6 at baseline were 66.7% and 71.2%, respectively, with an overall diagnostic accuracy of 70%. For SOFA with pH >6 at baseline, sensitivity and specificity were 70.4% and 69.9%, respectively, with a diagnostic accuracy of 70%. At 48 hours, SOFA >6 had a sensitivity and specificity of 92.6% and 95.9%, respectively, with an overall accuracy of 95%. The addition of pH to SOFA further improved predictive performance, with SOFA + pH >6 at 48 hours achieving 100% sensitivity, 97.3% specificity, and 98% diagnostic accuracy.
Conclusion : Sequential assessment of organ dysfunction using the SOFA score is a highly reliable predictor of ICU patient outcomes. Evaluating the score at 48 hours significantly enhances its prognostic value. The inclusion of pH further improves the predictive accuracy. Therefore, we recommend using the SOFA score at admission and at 48 hours, with the addition of pH preferred for more accurate mortality prediction.
References
2. Knaus WA, Draper EA, Warner DP, Zimmerman JE. APACHE II: a severity of disease classification system. Crit Care Med 1985;13:818-29.
3. Jones AE, Fitch MT, Kline JA. Operational performance of validated physiologic scoring systems for predicting in-hospital mortality among critically ill emergency department patients. Crit Care Med 2005;33:974-8.
4. 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;22:707-10.
5. Moreno R, Vincent JL, Matos R, Mendonça A, Cantraine F, Thijs L. The use of maximum SOFA scores to quantify organ dysfunction/failure in intensive care. Results of a prospective, multicentre study. Working Group on Sepsis related Problems of the ESICM. Intensive Care Med 1999;25:686-96.
6. Ferreira FL, Bota DP, Bross A, Mélot C, Vincent JL. Serial evaluations of the SOFA score to predict outcome in critically ill patients. JAMA 2001;286:1754-8.
7. Cabré L, Mancebo J, Solsona JF, Saura P, Gich I, Blanch L, et al. Multicenter study of the multiple organ dysfunction syndrome in intensive care units: the usefulness of Sequential Organ Failure Assessment scores in decision making. Intensive Care Med 2005;31:927-33.
8. Singh V, Khatana S, Gupta P. Blood gas analysis for bedside diagnosis. Natl J Maxillofac Surg 2013;4(2).
9. Khwannimit B. Serial evaluation of the MODS, SOFA and LOD scores to predict ICU mortality in mixed critically ill patients. J Med Assoc Thai 2008;91(9):1336–42.
10. Rajawat MS, Rathore SS, Choudhary M. pH disorders and mortality in surgical intensive care unit patients. Int Surg J 2016;3(2):905-7.
11. Agarwal A, Gupta A, Saxena AK, Sahni R, Pandey A. Comparison of sequential organ failure assessment score and sequential organ failure assessment score with pH in outcome prediction among ICU patients: a prospective observational study. Indian J Crit Care Med 2022;26(4):477-81.
12. Raith EP, Udy AA, Bailey M, McGloughlin S, MacIsaac C, Bellomo R, et al; Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcomes and Resource Evaluation (CORE). 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.
13. Said MA, Wangari-Waweru S, Mung'ayi V, Shah R. Comparison of the Sequential Organ Failure Assessment (SOFA) and Quick SOFA Scores in Predicting in- Hospital Mortality among Adult Critical Care Patients with Suspected Infection. Int J Crit Care Emerg Med 2019;5(4):1-9.
14. Toker AK, Kose S, Turken M. Comparison of SOFA Score, SIRS, qSOFA, and qSOFA + L criteria in the diagnosis and prognosis of sepsis. Eurasian J Med 2021;53(1):40-7.
15. Bale C, Kakrani AL, Dabadghao VS, Sharma ZD. Sequential organ failure assessment score as prognostic marker in critically ill patients in a tertiary care intensive care unit. Int J Med Public Health 2013;3(3):155.
16. Liu Z, Meng Z, Li Y, Zhao J, Wu S, Gou S, et al. Prognostic accuracy of the serum lactate level, the SOFA score and the qSOFA score for mortality among adults with Sepsis. Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine 2019;27(1):51.
17. Samanta S, Singh RK, Baronia AK, Mishra P, Poddar B, Azim A, et al. Early pH Change Predicts Intensive Care Unit Mortality. Indian J Crit Care Med 2018;22(10):697-705.
18. Frantz TL, Gaski GE, Terry C, Steenburg SD, Zarzaur BL, McKinley TO. The effect of pH versus base deficit on organ failure in trauma patients. J Surg Res 2016;200(1):260–5.