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Scoring systems for prediction of mortality in decompensated liver cirrhosis: A meta-analysis of test accuracy
Shi-Lan Wu1, Yi-Xiang Zheng2, Zheng-Wen Tian1
1Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha 410000, Hunan Province, China.
Insights
The MELD-Na score accurately predicts mortality in decompensated liver cirrhosis patients. The MELD score is also better than CTP for predicting variceal bleeding in these patients.
Area of Science:
- Hepatology
- Internal Medicine
- Medical Statistics
Background:
- Decompensated liver cirrhosis poses a significant mortality risk.
- Accurate prediction of mortality is crucial for patient management.
- Several scoring systems exist, but their comparative accuracy needs evaluation.
Purpose of the Study:
- To compare the predictive accuracy of Child-Turcotte-Pugh (CTP), Model for End-stage Liver Disease (MELD), MELD-Na, and MELD to Serum Sodium ratio (MESO) scores for mortality in decompensated liver cirrhosis.
- To assess the performance of these scores at different time points and in specific subgroups, such as cirrhotic patients with bleeding.
Main Methods:
- Systematic literature search of multiple databases (PubMed, Web of Science, Cochrane Library, EMBASE, Ovid) up to September 2018.
- Inclusion of 16 studies with a total of 2337 patients.
- Statistical analysis of scoring system accuracy using Stata 12 and MetaDiSc 1.4, focusing on Areas Under the Receiver Operating Characteristic Curves (AUROCs).
Main Results:
- The MELD to Serum Sodium ratio (MESO) demonstrated the highest pooled AUROC (0.86) for predicting mortality across all assessed scoring systems.
- MELD-Na showed strong predictive accuracy, particularly at 3 months (AUROC 0.89).
- The Model for End-stage Liver Disease (MELD) score (AUROC 0.88) outperformed the Child-Turcotte-Pugh (CTP) score (AUROC 0.76) in predicting variceal bleeding in cirrhotic patients.
Conclusions:
- The MELD to Serum Sodium ratio (MESO) is the most accurate scoring system for predicting mortality in decompensated liver cirrhosis.
- MELD-Na offers good accuracy for mortality prediction at various time points.
- The MELD score provides superior prediction of variceal bleeding compared to the CTP score.
Aim:
To compare the accuracy of the scoring systems Child-Turcotte-Pugh (CTP), Model for End-stage Liver Disease score (MELD), MELD-Na, and MELD to Serum Sodium ratio (MESO) to predict the mortality in decompensated liver cirrhosis.
Methods:
The PubMed, Web of Science, Cochrane Library, EMBASE, and Ovid databases were systematically searched from inception to September 2018 for relevant articles, and we evaluated the quality of the included studies. The accuracy of scoring systems was analyzed with Stata 12 and MetaDiSc 1.4.
Results:
Sixteen studies involving 2337 patients were included. The pooled areas under the summary receiver operating characteristic curves (AUROCs) of CTP, MELD, MELD-Na, and MESO to predict mortality were 0.81, 0.78, 0.85, and 0.86, respectively. Within 3 mo, the AUROCs of CTP, MELD, and MELD-Na in predicting mortality were 0.78, 0.76, and 0.89, respectively. The AUROCs of CTP, MELD, and MELD-Na at 3 mo were 0.86, 0.78, and 0.86, respectively. The AUROCs of CTP, MELD, and MELD-Na at 6 mo were 0.91, 0.83, and 0.90, respectively. The AUROCs of CTP, MELD, and MELD-Na at 12 mo were 0.72, 0.75 and 0.84, respectively. In cirrhotic patients with bleeding, the AUROCs of CTP and MELD were 0.76 and 0.88, respectively.
Conclusion:
MESO has the highest AUROC in all assessed scoring systems. Considering the different time points, MELD-Na has good accuracy in predicting the mortality of decompensated liver cirrhosis. Compared to CTP, MELD is better in predicting variceal bleeding.
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