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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
The MELD-XI score predicts 3-year mortality in patients with chronic heart failure
Zebin Lin1, Xia Liu2,3,4, Li Xiao5
1Department of Geriatrics, Zhongshan Hospital Affiliated to Xiamen University, Xiamen, China.
Objectives:
The relationship between the MELD-XI score, a modified version of the MELD score, and the long-term prognosis of hospitalized patients with chronic heart failure is unclear. The aim of this study was to determine the long-term prognostic relationship of MELD-XI score in patients with chronic heart failure.
Methods:
This is a retrospective cohort study of patients with chronic heart failure who were initially hospitalized in the Second Affiliated Hospital of Chongqing Medical University from February 2017 to December 2017. The primary clinical outcome was all-cause mortality within 3 years. Cox regression and lasso regression were used to screen variables and build a prognostic model. Combined with the MELD-XI score, the final model was adjusted, and the predictive ability of the model was evaluated. Survival curves were estimated using the Kaplan-Meier method and compared by the log rank test.
Results:
A total of 400 patients with chronic heart failure were included (median age 76 years, 51.5% female). During the 3-year follow-up period, there were 97 all-cause deaths, including 63 cardiac deaths. Six characteristic variables (NT-proBNP, BUN, RDW CV, Na+ and prealbumin) were selected by univariate Cox regression and lasso regression. Survival analysis results showed that elevated MELD-XI score at baseline predicted the risk of all-cause mortality at 3 years in patients (HR 3.19, 95% CI 2.11-4.82, P < 0.001; HRadjusted 1.79, 95% CI 1.09-2.92, P = 0.020). Subgroup analysis showed that MELD-XI score still had prognostic value in the subgroup without chronic kidney disease (HR 3.30 95%CI 2.01-5.42 P < 0.001; HRadjusted 1.88 95%CI 1.06-3.35 P = 0.032, P for interaction = 0.038).
Conclusions:
This study proved that the MELD-XI score at admission was related to the poor prognosis of hospitalized patients with chronic heart failure within 3 years.
Insights
The MELD-XI score can predict long-term mortality risk in hospitalized patients with chronic heart failure. An elevated MELD-XI score at admission indicates a poorer prognosis within three years.
Area of Science:
- Cardiology
- Nephrology
- Geriatrics
Background:
- Chronic heart failure (CHF) is a significant cause of morbidity and mortality.
- Predictive tools for long-term prognosis in hospitalized CHF patients are crucial for clinical management.
- The prognostic value of the Model for End-Stage Liver Disease-XI (MELD-XI) score in CHF is not well-established.
Purpose of the Study:
- To investigate the long-term prognostic relationship between the MELD-XI score and all-cause mortality in hospitalized patients with chronic heart failure.
- To assess the predictive accuracy of the MELD-XI score for 3-year mortality in this patient population.
Main Methods:
- Retrospective cohort study including 400 hospitalized patients with chronic heart failure.
- Utilized Cox and lasso regression for variable selection and prognostic model development.
- Kaplan-Meier survival analysis and log-rank tests were employed to evaluate survival outcomes and the prognostic impact of MELD-XI score.
Main Results:
- Elevated MELD-XI score at baseline was significantly associated with increased 3-year all-cause mortality (HR 3.19, P < 0.001; adjusted HR 1.79, P = 0.020).
- The MELD-XI score demonstrated prognostic value even in patients without chronic kidney disease (CKD).
- Six key variables (NT-proBNP, BUN, RDW CV, Na+, prealbumin) were identified as significant predictors.
Conclusions:
- The MELD-XI score at admission is a valuable predictor of poor long-term prognosis in hospitalized patients with chronic heart failure.
- This score can aid in risk stratification and clinical decision-making for CHF patients.
- Further research may explore integration of MELD-XI into existing CHF risk models.
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