A HDL-based cirrhosis risk score improves the prediction of short-term mortality in acutely decompensated cirrhosis
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Updated: May 28, 2026

Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
Published on: June 10, 2025
Rudolf E Stauber1, Eva M Usón-Raposo2, Florian Rainer1
1Division of Gastroenterology and Hepatology, Department of Internal Medicine, Medical University of Graz, Graz, Austria.
Insights
A new prognostic model, the CLIF-C HDL score, accurately predicts short-term mortality in patients with acutely decompensated cirrhosis using high-density lipoprotein cholesterol (HDL-C) and other blood markers. This score outperforms existing models in survival prediction.
Area of Science:
- Hepatology
- Clinical Biochemistry
- Prognostic Modeling
Background:
- Liver failure significantly alters lipid profiles, notably reducing high-density lipoprotein cholesterol (HDL-C), which has prognostic implications.
- Acutely decompensated (AD) cirrhosis patients exhibit severe lipid alterations, impacting survival.
- Existing prognostic models may not fully capture the predictive value of lipid markers in AD cirrhosis.
Purpose of the Study:
- To develop an optimized prognostic model for survival prediction in AD cirrhosis patients.
- To integrate high-density lipoprotein cholesterol (HDL-C) with other accessible blood parameters for enhanced prognostic accuracy.
- To evaluate the performance of the novel prognostic model against established scores.
Main Methods:
- High-density lipoprotein cholesterol (HDL-C) was measured in plasma samples from large prospective cohorts (CANONIC, PREDICT).
- Multivariable competing risk analysis was employed, with death as the event and liver transplantation as a competing risk.
- Cox proportional hazards regression was used to construct the CLIF-C HDL score, validated using C-index and Integrated Discrimination Index.
Main Results:
- The analysis included 1035 patients with AD/ACLF, predominantly male with alcoholic etiology.
- Six independent prognostic variables (age, HDL-C, creatinine, sodium, WBC, INR) formed the CLIF-C HDL score.
- The CLIF-C HDL score demonstrated superior 90-day mortality prediction (C-index 0.768) compared to MELDNa (0.735) and MELD 3.0 (0.738), confirmed in external cohorts.
Conclusions:
- The novel CLIF-C HDL score provides superior accuracy in predicting short-term mortality for patients with AD cirrhosis.
- This model integrates readily available blood parameters, including HDL-C, for improved prognostic assessment.
- The CLIF-C HDL score offers a more precise tool for clinical decision-making in managing AD cirrhosis.
Abstract:
Liver failure is associated with severe lipid alterations, including pronounced reductions of high-density lipoprotein cholesterol (HDL-C) levels that are also of prognostic value. In the present study, we developed an optimized prognostic model based on HDL-C and other readily available blood parameters for survival prediction in patients with acutely decompensated (AD) cirrhosis. We measured HDL-C in biobanked plasma samples of patients recruited from the large prospective CANONIC and PREDICT cohorts. Multivariable competing risk analysis was performed with death as the event of interest and liver transplantation (LT) as the competing risk. Cox proportional hazards regression was used to construct a new prognostic model, and its performance was evaluated using the C-index and compared with other prognostic scores using the Integrated Discrimination Index statistics test. We analyzed 1035 patients with AD/ACLF (median age 59 y; 70% male; ACLF at inclusion 20%; etiology alcohol 59%). Multivariable analysis yielded 6 independent prognostic variables associated with 90-day survival: age, HDL-C, creatinine, sodium, WBC, and INR, which were incorporated in a new prognostic model termed CLIF-C HDL score. The new model showed superior discrimination ability for the prediction of 90-day mortality by C-index of 0.768 for CLIF-C HDL score versus 0.735 for MELD-Na ( p <0.001) versus 0.738 for MELD 3.0 ( p <0.001). This superior performance of the CLIF-C HDL score was confirmed in 2 external validation cohorts (Turin, n=338; Vienna, n=185). The new prognostic CLIF-C HDL score yields superior accuracy for the prediction of short-term mortality in AD cirrhosis as compared with other prognostic scores.
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