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Updated: May 10, 2025

Author Spotlight: Unveiling Prognostic Indicators in Heart Failure - The Role of Phase Angle and Bioelectrical Impedance Analysis
Published on: June 30, 2023
Association between inflammatory burden index and risk of heart failure: evidence from NHANES 2003-2017
Li-Xin Yun1, Wan-Zhong Huang2, Changjing He3,4
1Department of Cardiology, The Second Affiliated Hospital of Guangxi Medical University, No. 166 Daxuedong Road, Nanning, Guangxi, 530007, China.
Background:
Systemic inflammation contributes to the progression of heart failure (HF). This study aims to investigate the association between inflammatory burden index (IBI) and HF risk.
Methods:
In this cross-sectional study of NHANES 2003-2017, data from 19,856 participants were analyzed, including 652 participants with HF and 19,204 without HF. Participants were categorized into quartiles based on IBI levels (Q1-Q4). The risk of HF across these quartiles was assessed with adjustment for potential confounders and restricted cubic spline analyses were used to evaluate dose-response relationships.
Results:
Our results show that participants with HF have higher IBI levels compared to those without HF (2.66 ± 0.27 vs. 1.05 ± 0.03, p < 0.001). The prevalence of HF increases with higher IBI quartiles: Quartile 1 (1.2%), Quartile 2 (1.33%), Quartile 3 (2.60%), and Quartile 4 (4.37%) (p < 0.001). After adjusting for potential confounders, the risk of HF remained elevated across the quartiles: Quartile 2 (odds ratio [OR] = 0.72, 95% confidence interval [CI]: 0.48-1.10), Quartile 3 (OR = 1.06, 95% CI: 0.70-1.61), and Quartile 4 (OR = 1.46, 95% CI: 1.02-2.10) compared to Quartile 1. Restricted cubic spline analysis further confirmed a substantial positive-linear correlation between IBI and HF risk.
Conclusion:
Higher levels of IBI are related to a high risk of HF, independent of traditional risk factors. These results suggest that IBI could be a useful parameter for identifying individuals at higher risk of HF.
Clinical Trial Number:
Not applicable.
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