The utility of the SOFA score for predicting mortality in critically ill cirrhotic patients receiving liver transplantation
Critical Care volume 17, Article number: 426 (2013)
Karvellas and colleagues  conducted a multi-center retrospective cohort study to examine, among other things, the prognostic value of the Sequential Organ Failure Assessment (SOFA) score for predicting 90-day mortality in critically ill cirrhotic patients receiving liver transplantation. They conclude that the SOFA score at admission, at 48 hours and at liver transplantation was not independently associated with the outcome. This association could potentially play a role in future predictive models, although such models will be restricted to patients for which transplantation decisions would have already been made.
In our systematic review  we noted the usefulness of predictors of mortality that were based on changes in the SOFA (sub)scores over time. Changes in (other) variables were also recently attempted in an acute liver failure cohort  and their added prognostic value was shown. It might have been useful to investigate in the study of Karvellas and colleagues  the utility of such SOFA-related changes (including organ failure patterns ), although the missing values (for example, 44% at 48 hours) would have imposed an even larger problem. Imputation (for example, based on values on adjacent days) may perhaps mitigate this problem.
In addition, although the goal in the study of Karvellas and colleagues  is not to develop a new prediction model per se, it would have been informative to report on validation (internal, temporal and/or external) using various performance measures such as the area under the (receiver operating characteristic) curve (AUC) and the Brier score as recommended by the assessment framework used in .
Perhaps the SOFA-score deserves a second chance after all.
Sequential Organ Failure Assessment.
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The authors declare that they have no competing interests.
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Wlodzimirow, K., Abu-Hanna, A. The utility of the SOFA score for predicting mortality in critically ill cirrhotic patients receiving liver transplantation. Crit Care 17, 426 (2013). https://doi.org/10.1186/cc12577
- Prediction Model
- Receiver Operating Characteristic
- Liver Transplantation
- Operating Characteristic
- Predictive Model