A retrospective single-center cohort study developed and validated a novel nomogram for predicting long-term survival in 409 patients with decompensated cirrhosis undergoing their first transjugular intrahepatic portosystemic shunt (TIPS) procedure. The study compared the nomogram's predictive performance against traditional scoring systems (MELD-Na and Child-Turcotte-Pugh scores) for 1-, 3-, and 5-year overall survival.
The nomogram demonstrated superior discrimination across all time points. For 1-year survival, area under the curve (AUC) values were 0.79 in the training cohort and 0.81 in the validation cohort. For 3-year survival, AUCs were 0.82 (training) and 0.75 (validation). For 5-year survival, AUCs were 0.84 (training) and 0.80 (validation). These values consistently exceeded those of traditional scoring systems.
Safety and tolerability data were not reported in this analysis. The study has several important limitations: it was retrospective, conducted at a single center, and lacked external validation in diverse populations. The nomogram's performance, while promising, requires prospective validation in multicenter settings before clinical application.
For practice, this nomogram represents a potential tool for improving risk stratification in patients with decompensated cirrhosis being considered for TIPS. However, clinicians should interpret these findings cautiously given the study's retrospective design and the need for validation in broader populations. The tool may eventually support individualized clinical decision-making but should not replace clinical judgment at this stage.
View Original Abstract ↓
Transjugular intrahepatic portosystemic shunt (TIPS) is a critical intervention for complications of decompensated cirrhosis. However, traditional scoring systems like MELD and CTP have limitations in predicting long-term post-TIPS survival, particularly in populations with viral hepatitis. This study aimed to develop and validate a novel nomogram to predict 1-, 3-, and 5-year overall survival (OS) in patients with decompensated cirrhosis undergoing TIPS.
We conducted a single-center retrospective study enrolling 409 patients with decompensated cirrhosis who received their first TIPS treatment between January 2017 and December 2023. Patients were randomly assigned to a training cohort (n = 286) and a validation cohort (n = 123). Independent prognostic factors were identified using multivariate Cox proportional hazards regression to construct a nomogram. Model performance was evaluated using time-dependent receiver operating characteristic (ROC) curves, calibration plots, and decision curve analysis (DCA), and compared with MELD-Na and CTP scores.
Six independent predictors were identified: age, serum ammonia, total cholesterol, total bilirubin, albumin, and creatinine. The nomogram demonstrated superior discrimination, the areas under the ROC curve (AUCs) for 1-, 3-, and 5-year OS were 0.79, 0.82, and 0.84 in the training cohort, and 0.81, 0.75, and 0.80 in the validation cohort, respectively. Calibration curves showed excellent agreement between predicted and observed survival, and DCA indicated significant clinical net benefit.
We developed a robust nomogram integrating hepatic, renal, and metabolic indicators to predict long-term survival in post-TIPS patients. This model offers superior accuracy compared to traditional scoring systems, facilitating better risk stratification and individualized clinical decision-making.