ArticleScientific reports2025
The association between blood count based inflammatory markers and the risk of atrial fibrillation heart failure and cardiovascular mortality.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Hepatorenal and Full Blood Count Profiles of Stroke Survivors Compared With Controls: A Case-Control Study.FASEB bioAdvances · 2026Article
- Social Isolation, Genetic Susceptibility, Systemic Inflammation and Risk of Abdominal Aortic Aneurysm: A UK Biobank Cohort Study.Healthcare (Basel, Switzerland) · 2026Article
- Sex-Specific Associations of Inflammatory Biomarkers With All-Cause and Cardiovascular Mortality Across Glycaemic Status: A Prospective UK Biobank Study.Diabetes, obesity & metabolism · 2026Article
- The Relationship Between Atrial Fibrillation and the Systemic Immune Inflammation Index in Well-Controlled Hypertensive Patients with Newly Developed Atrial Fibrillation.Journal of clinical medicine · 2026Article
- Evaluation of Hemogram-Derived Inflammatory Markers in Healthy Cats.Veterinary sciences · 2026Article
- Genetic and epidemiological insights into the role of neutrophil percentage in heart failure risk: a Mendelian randomization and NHANES study.Molecular and cellular biochemistry · 2026Article
- The correlation between the systemic inflammation response index and 6-month readmission risk in patients with hypertensive heart disease-related heart failure and its predictive model.Frontiers in medicine · 2026Article
- The metabolic-inflammatory axis in chronic heart failure: integrating the NLR and TyG index for recent-onset atrial fibrillation prediction via machine learning and mediation analysis.Frontiers in endocrinology · 2026Article
- Comparative Predictive Value of Nine Composite Inflammatory Markers for Atrial Fibrillation Recurrence After Catheter Ablation.Journal of inflammation research · 2026Article
- Efficacy of rhBNP in heart failure with atrial fibrillation combined with poor conventional therapy response and recurrence risk factors.American journal of translational research · 2026Article
- Ectopic adipose tissue in subsistence populations with minimal coronary disease, large left atria, and very low rates of atrial fibrillation.American journal of preventive cardiology · 2025Article
- Aggregate index of systemic inflammation as a novel prognostic biomarker in Chinese patients with acute decompensated heart failure: a population-based real-world study.Frontiers in endocrinology · 2025Article
- Association between systemic inflammation response index and atrial fibrillation in chronic obstructive pulmonary disease: a multicenter cross-sectional study.Frontiers in medicine · 2025Article
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5 authors.
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Abstract
The prevalence and progression of cardiovascular disease (CVD) are significantly influenced by low-grade chronic inflammation. Our aim was to investigate the association of blood-count-based inflammatory markers with atrial fibrillation (AF), heart failure (HF), and cardiovascular mortality. We utilized prospective follow-up data from the UK Biobank, including 334,674 individuals (aged between 39 and 70 years) free of HF and AF at baseline. The exposures were blood-count-based inflammatory markers, including neutrophil-to-lymphocyte ratio (NLR), monocyte-to-lymphocyte ratio (MLR), systemic immune-inflammation index (SII), aggregate index of systemic inflammation (AISI), and systemic inflammatory response index (SIRI), which were computed using leukocyte counts (lymphocytes, monocytes, and neutrophils). The primary outcomes were the occurrence of AF, HF and cardiovascular-related deaths. Cox proportional hazards models were employed to determine hazard ratios (HRs) and their 95% confidence intervals (CIs) for assessing the longitudinal association between inflammatory markers and the development of cardiovascular events. Survival analysis was illustrated using Kaplan-Meier curves with the occurrence of AF, HF and CVD mortality as the endpoint. There were 16,994 incidences of AF and 7342 incidences of HF over a median follow-up of 10.4 years (range, 2.4-12.1). Additionally, there were 3434 deaths from CVD causes. A higher risk of cardiovascular mortality was significantly associated with NLR, MLR, SIRI, AISI, and SII in multivariable adjusted models (HR 1.44, 95% CI 1.30-1.58; HR 1.46, 95% CI 1.31-1.61; HR 1.57, 95% CI 1.41-1.75; HR 1.57, 95% CI 1.41-1.73; and HR 1.36, 95% CI 1.24-1.49, respectively). Furthermore, our analysis revealed positive associations between NLR, MLR, SIRI, and AISI and the risk for AF (HR 1.18, 95% CI 1.13-1.24; HR 1.19, 95% CI 1.14-1.25; HR 1.22, 95% CI 1.16-1.27; and HR 1.08, 95% CI 1.03-1.13, respectively), and HF (HR 1.42, 95% CI 1.33-1.52; HR 1.28, 95% CI 1.19-1.37; HR 1.45, 95% CI 1.35-1.56; and HR 1.32, 95% CI 1.23-1.41, respectively). Furthermore, the SII demonstrated a positive association with HF (HR 1.24, 95% CI 1.16-1.32). However, the association with AF was not statistically significant (HR 1.01, 95% CI 0.97-1.06). In summary, our research provides preliminary evidence that blood cell indices associated with the systemic inflammatory response, may serve as potential biomarkers for the risk of developing AF, HF and CVD mortality. Additionally, it is likely that a systemic inflammatory-immune response existed before the clinical diagnosis. Identifying high-risk populations based on the levels of inflammatory markers could help reduce the risk of death and prevent the onset of AF and HF. Further investigation is warranted to determine whether reducing inflammatory markers causally improves cardiovascular outcomes.
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