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A validation study of the CirCom comorbidity score in an English cirrhosis population using the Clinical Practice
Colin J Crooks1,2, Joe West1,2, Peter Jepsen3,4
1Division of Epidemiology and Public Health, University of Nottingham, Nottingham, UK.
Insights
The CirCom score slightly improves prediction of all-cause mortality in cirrhosis patients compared to the Charlson Comorbidity Index (CCI). It better predicts non-liver-related deaths, but not liver-specific mortality.
Area of Science:
- Hepatology
- Clinical Epidemiology
- Biostatistics
Background:
- The CirCom score, developed in Denmark, assesses comorbidity in cirrhosis patients to predict mortality.
- The Charlson Comorbidity Index (CCI) is a widely used comorbidity measure.
- Comparing these scores in an English cirrhosis population is crucial for validating their utility.
Purpose of the Study:
- To compare the performance of the CirCom score against the Charlson Comorbidity Index (CCI) in predicting all-cause mortality in a UK cirrhosis cohort.
- To evaluate the scores' ability to predict liver-related versus non-liver-related deaths.
- To assess performance across different patient demographics and cirrhosis characteristics.
Main Methods:
- A survival model was employed using comorbidity scores within the Clinical Practice Research Datalink cirrhosis cohort.
- Model discrimination was compared using the C statistic, analyzing performance by age, gender, socioeconomic status, cirrhosis etiology, stage, and time since diagnosis.
- The ability of each score to predict liver-related and non-liver-related mortality was specifically measured.
Main Results:
- The CirCom score showed a marginal improvement in predictive accuracy (C statistic 0.63) over the CCI (C statistic 0.62), with a 1.5% improvement in the net reclassification index.
- Performance improvements were more pronounced in younger patients, those with alcoholic cirrhosis, and those with compensated cirrhosis.
- Both scores demonstrated better prediction for non-liver-related deaths (C statistic >0.7) than for liver-related deaths (C statistic <0.6).
Conclusions:
- The CirCom score offers a slight enhancement over the CCI for predicting overall and non-liver mortality in cirrhosis patients.
- Neither score effectively predicts liver-related mortality, indicating comorbidity is a weak predictor for this outcome.
- Incorporating comorbidity measures alongside cirrhosis severity assessments is vital for accurate survival prediction in cirrhosis studies.
Purpose:
The CirCom score has been developed from Danish data as a specific measure of comorbidity for cirrhosis to predict all-cause mortality. We compared its performance with the Charlson Comorbidity Index (CCI) in an English cirrhosis population.
Patients And Methods:
We used comorbidity scores in a survival model to predict mortality in a cirrhosis cohort in the Clinical Practice Research Datalink. The discrimination of each score was compared by age, gender, socioeconomic status, cirrhosis etiology, cirrhosis stage, and year after cirrhosis diagnosis. We also measured their ability to predict liver-related versus non-liver-related death.
Results:
There was a small improvement in the C statistic from the model using the CirCom score (C=0.63) compared to the CCI (C=0.62), and there was an overall improvement in the net reclassification index of 1.5%. The improvement was more notable in younger patients, those with an alcohol etiology, and those with compensated cirrhosis. Both scores performed better (C statistic >0.7) for non-liver-related deaths than liver-related deaths (C statistic <0.6), as comorbidity was only weakly predictive of liver-related death.
Conclusion:
The CirCom score provided a small improvement in performance over the CCI in the prediction of all-cause and non-liver mortality, but not liver-related mortality. Therefore, it is important to include a measure of comorbidity in studies of cirrhosis survival, alongside a measure of cirrhosis severity.
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