ArticleFrontiers in nutrition2026
Association between prognostic nutritional index and major adverse cardiovascular events in patients with atrial fibrillation combined with heart failure with preserved ejection fraction.
Article in Frontiers in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
1 citing paper in PubMed.
- Lactate-to-albumin ratio, C-reactive protein-to-albumin ratio, and prognostic nutritional index in acute and critical care: A focused mini-review.World journal of critical care medicine · 2026Review
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: To investigate the association between the prognostic nutritional index (PNI) and major adverse cardiovascular events (MACE) and all-cause mortality in patients with atrial fibrillation (AF) and heart failure with preserved ejection fraction (HFpEF). Methods: A total of 734 consecutive patients with AF and HFpEF were included in this retrospective cohort study, which was conducted at Yancheng First Hospital from July 2022 to July 2025. Cox proportional hazards regression models were applied to evaluate the relationship between PNI with MACE and all-cause mortality, with additional subgroup analyses performed across major clinical strata. The discriminative ability of PNI was examined using receiver operating characteristic (ROC) curve analysis, and restricted cubic spline (RCS) modeling was used to examine dose-response patterns. Results: During a median follow-up of 35 months, 131 MACE were recorded (17.8%). In multivariable Cox regression, PNI analyzed as a continuous variable was inversely associated with MACE risk, with an adjusted hazard ratio (HR) of 0.904 (95% CI: 0.869-0.940); standardized PNI showed a similar and consistent association (HR = 0.578). Similarly, higher PNI was significantly associated with a reduced risk of all-cause mortality ( Conclusion: In patients with AF and HFpEF, higher PNI levels were independently associated with a reduced risk of MACE and all-cause mortality, indicating that PNI may serve as a potential adjunctive marker for risk stratification.
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