Integrated biomarkers and cardiac phenotypes associated with atrial fibrillation: evidence from real-world hospital data - Summary - MDSpire

Integrated biomarkers and cardiac phenotypes associated with atrial fibrillation: evidence from real-world hospital data

  • By

  • Xuli Chen

  • Yanxi Ning

  • Yuxiang Wang

  • Yuelin Hu

  • Yanchao Liu

  • Wenwen Xiao

  • May 15, 2026

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Objective:

To investigate the association between BNP/LVEF and atrial fibrillation and evaluate its discriminative performance specifically in a hospitalized population.

Key Findings:
  • 45.6% of patients had atrial fibrillation.
  • Higher BNP/LVEF values were independently associated with increased AF risk (OR, 1.02; 95% CI, 1.01–1.04).
  • Significant non-linear association observed with a sharp increase in AF risk at lower BNP/LVEF levels (P-nonlinear < 0.001).
  • BNP/LVEF demonstrated good discriminatory ability for AF (AUC = 0.84).
  • Subgroup analysis revealed significant heterogeneity across sex, smoking, alcohol consumption, and coronary heart disease status.
Interpretation:

BNP/LVEF is a valuable integrative marker for assessing AF risk, providing insights into cardiac stress and function that may enhance clinical risk stratification in hospitalized patients.

Limitations:
  • Single-center study may limit generalizability.
  • Observational design does not establish causation and may introduce biases.
  • Potential confounding factors not fully accounted for.
Conclusion:

BNP/LVEF is independently and nonlinearly associated with atrial fibrillation, showing good discriminative performance, suggesting its utility in clinical risk stratification.

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