Evidence map›Paper›PMID 41994092›Full record

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.

Chunyang Xu, Zhihua Wang, Liping Liu

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

3 authors.

Chunyang XuDepartment of Cardiology, Yancheng First Hospital, Affiliated Hospital of Nanjing University Medical School (Yancheng No.1 People's Hospital), Yancheng, China.
Zhihua WangDepartment of Cardiology, Yancheng First Hospital, Affiliated Hospital of Nanjing University Medical School (Yancheng No.1 People's Hospital), Yancheng, China.
Liping LiuDepartment of Cardiology, Yancheng First Hospital, Affiliated Hospital of Nanjing University Medical School (Yancheng No.1 People's Hospital), Yancheng, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

atrial fibrillationheart failure with preserved ejection fractionmajor adverse cardiovascular eventsprognostic nutritional indexrisk prediction

Identifiers

PMID41994092
PMCPMC13079174

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.