Immune-Inflammatory markers and heart failure incidence and mortality: a population-based longitudinal study - Summary - MDSpire

Immune-Inflammatory markers and heart failure incidence and mortality: a population-based longitudinal study

  • By

  • Siqi Li

  • Jie Cai

  • Feiyang Zhao

  • Liangkai Chen

  • Xia Han

  • Xue Xiao

  • Hui Xiong

  • Jinfeng Yang

  • June 11, 2026

  • 0 min

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Objective:

To evaluate the predictive role of six immune-inflammatory indices for heart failure (HF) incidence and subsequent mortality in a longitudinal population study.

Approach:
    Key Findings:
    • Elevated levels of SII, SIRI, AISI, IBI, and NLR were significantly associated with increased likelihood of HF events (HRs provided).
    • The IBI showed the strongest association with HF risk, with an 86% higher risk in the highest quintile compared to the lowest (HR 1.86, 95% CI: 1.75–1.97).
    • Higher CALLY was linked to a lower risk of HF (HR for Q5 vs. Q1: 0.56, 95% CI: 0.53–0.60).
    • Among HF patients, SIRI, AISI, IBI, and NLR correlated positively with all-cause mortality (HRs provided), while CALLY was associated with improved survival (HR 0.81, 95% CI: 0.70–0.94).
    • ROC analyses indicated that IBI had superior predictive accuracy for both incident HF and mortality.
    Interpretation:

    Immune-inflammatory markers are significant predictors of HF incidence and prognosis, with IBI emerging as the most robust biomarker.

    Limitations:
    • The study may not account for all confounding factors influencing HF incidence and mortality, such as socioeconomic status, comorbidities, and lifestyle factors.
    • The reliance on data from a single cohort may limit generalizability to other populations.
    Conclusion:

    The study identifies immune-inflammatory markers as significant predictors of HF incidence and prognosis, highlighting the utility of IBI for risk stratification in clinical practice and future research.

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