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Published on: June 18, 2020
Development and external validation of a prognostic nomogram for acute decompensation of chronic hepatitis B
Fangyuan Gao1, Xiaoshu Li1, Gang Wan2
1Center of Integrative Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China.
Insights
A new nomogram accurately predicts survival for patients with chronic hepatitis B cirrhosis experiencing acute decompensation. This tool offers superior individualized prognosis compared to existing scoring systems like MELD and CTP.
Area of Science:
- Hepatology
- Internal Medicine
- Medical Prognostics
Background:
- Acute decompensation (AD) in cirrhosis patients carries a high mortality risk.
- Chronic hepatitis B (CHB) is a significant cause of cirrhosis worldwide.
- Accurate prognostic tools are crucial for managing AD in CHB cirrhosis.
Purpose of the Study:
- To develop and validate a prognostic nomogram for predicting individual survival in patients with acute decompensation of chronic hepatitis B cirrhosis.
- To compare the nomogram's predictive performance against established scoring systems.
Main Methods:
- Retrospective development using data from 509 CHB cirrhosis patients with AD.
- Validation using data from 620 CHB cirrhosis patients with AD.
- Evaluation of predictive accuracy, discriminative ability, and clinical utility using C-index, calibration curves, and decision curve analysis (DCA).
Main Results:
- The nomogram incorporated age, previous decompensation, bacterial infection, hepatic encephalopathy, and total bilirubin.
- It demonstrated a high concordance index (C-index) of 0.897, outperforming CTP, MELD, SOFA, and CLIF-C AD scores.
- Calibration curves showed good agreement, and DCA indicated superior clinical net benefit compared to other scores.
Conclusions:
- The developed nomogram provides a more accurate individualized prediction of survival for AD of CHB cirrhosis patients.
- It surpasses the prognostic capabilities of MELD, CTP, SOFA, and CLIF-C AD scores.
- This tool can aid clinicians in optimizing patient management and treatment strategies.
Background:
Acute decompensation (AD) has been shown to be associated with a high mortality rate for cirrhosis patients. This study aimed to develop a prognostic nomogram to evaluating the individual prognosis for AD of cirrhosis in chronic hepatitis B (CHB).
Methods:
The nomogram was developed using data from a retrospective study on 509 patients hospitalized for AD of CHB cirrhosis from October 2008 to February 2014 at the Beijing Ditan Hospital, Capital Medical University. The predictive accuracy, discriminative ability, and clinical net benefit were evaluated by concordance index (C-index), calibration curves, and decision curve analysis (DCA). The results were validated on 620 patients consecutively enrolled from January 2005 to December 2010 at the Renji Hospital, Shanghai Jiao Tong University,.
Results:
On multivariate analysis of the derivation cohort, independent factors included in the nomogram were age, previous decompensation, bacterial infection, hepatic encephalopathy, and total bilirubin. The calibration curve for the probability of survival showed good agreement between the nomogram and actual observation. The nomogram had a C-index of 0.897, which was statistically higher than the C-index values of CTP (0.793), MELD (0.821), SOFA (0.868), or the Chronic Liver Failure Consortium AD (CLIF-C AD) (0.716) scores (p < 0.001 for all). Using DCA, the nomogram also demonstrated superior net benefits over other score models. The results were confirmed in the validation cohort.
Conclusions:
The proposed nomogram enables more-accurate individualized prediction of survival than MELD, CTP, SOFA, or CLIF-C AD scores for AD of CHB cirrhosis patients.
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