Key result
MAGGIC score predicts 3-year HF mortality with an AUC of 0.72 regardless of sex.
Why the study?
Potential sex-related differences in the performance of the MAGGIC risk score and its applicability to the Brazilian population remained uncertain.
Does the MAGGIC score accurately predict 3-year all-cause mortality in a Brazilian heart failure cohort, and are there sex-based differences in its performance?
Cohort (n=866)
No
Does the MAGGIC score accurately predict 3-year all-cause mortality in a Brazilian heart failure cohort, and are there sex-based differences in its performance?
The MAGGIC score is a valid and well-calibrated tool for predicting 3-year mortality in Brazilian heart failure patients across both sexes, though it may underestimate risk in moderate-risk patients.
Answers are grounded in this paper and cite their sources.
Supports MAGGIC use for mortality prediction in Brazilian HF; extends validation to this population but leaves broader adoption open.
BACKGROUND: The Meta-Analysis Global Group in Chronic Heart Failure (MAGGIC) score is a risk stratification tool used to predict mortality in heart failure (HF). However, potential sex-related differences in its performance and its applicability to the Brazilian population remain uncertain. OBJECTIVES: To evaluate sex-based differences in the performance of the MAGGIC score and to validate the score in a Brazilian HF cohort. METHODS: This retrospective cohort study included 866 patients followed at a HF outpatient clinic. The primary outcome was 3-year all-cause mortality. The MAGGIC score was calculated for each patient. Discrimination was assessed using the area under the receiver operating characteristic curve, and calibration was evaluated using the Hosmer-Lemeshow test. Analyses were performed for the overall cohort and stratified by sex. A p-value < 0.05 was considered statistically significant. RESULTS: The overall 3-year mortality rate was 33.4% (36.4% in men and 27.8% in women; p = 0.010). Predicted mortality was 20.9% (mean score 18.3 ± 7), with 22.7% for men and 19.1% for women. The score demonstrated good discrimination (area under the curve = 0.72; 95% CI: 0.686-0.754), with similar performance in men (0.704 [0.661-0.747]) and women (0.733 [0.674-0.792]). Calibration showed good agreement: overall chi-square (χ2) = 1.1 (p = 0.998), men χ2 = 0.9 (p = 0.999), and women χ2 = 1.3 (p = 0.995). Observed mortality was higher in moderate-risk groups, with no significant difference between moderate- and high-risk groups (p = 0.236). CONCLUSION: The MAGGIC score showed good performance in a Brazilian HF cohort, with no significant sex-based differences, although higher observed mortality was identified among moderate-risk patients.
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Paula et al. (2026) conducted a cohort in Heart Failure (n=866). MAGGIC score was evaluated on 3-year all-cause mortality (AUC 0.72, 95% CI 0.686-0.754). The MAGGIC score demonstrated good discrimination for predicting 3-year all-cause mortality in a Brazilian heart failure cohort, with an AUC of 0.72 and no significant sex-based differences.
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