ArticleFrontiers in cardiovascular medicine2025
The association between neutrophil percentage-to-albumin ratio and cardiovascular disease: evidence from a cross-sectional study.
Article in Frontiers in cardiovascular medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Benchmarking inflammation-nutrition and TyG-related indices for 5-year mortality risk in adults with questionnaire-defined obstructive sleep apnea: a survey-weighted NHANES derivation cohort with multicenter external validation.Journal of translational medicine · 2026Article
- Association between neutrophil percentage-to-albumin ratio and all-cause mortality in patients post-cardiac surgery: a retrospective cohort study.Molecular and cellular biochemistry · 2026Article
- Development and Validation of a Neutrophil Percentage-to-Albumin Ratio-Based Nomogram for Predicting Overall Survival in Locally Advanced Nasopharyngeal Carcinoma.Journal of inflammation research · 2026Article
- Association Between Neutrophil Percentage-Albumin Ratio and Biological Aging in Rheumatoid Arthritis in the United States: A Cross-Sectional Study of NHANES.Mediators of inflammation · 2026Article
- The combined association of the neutrophil percentage-to-albumin ratio (NPAR) and the uric acid-to-high-density lipoprotein cholesterol ratio (UHR) with adverse cardiac events in patients with chronic heart failure: a retrospective cohort study.Lipids in health and disease · 2025Article
- Neutrophil-to-albumin ratio predicts long-term prognosis in coronary heart disease: a prospective cohort study of 2,990 patients.Frontiers in nutrition · 2025Article
- Neutrophil percentage-to-albumin ratio as a novel hematologic biomarker for predicting arteriogenic erectile dysfunction.Frontiers in endocrinology · 2025Article
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Authors and funding
5 authors.
Funding
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Abstract
Background: Cardiovascular disease (CVD) is a leading cause of death and disability worldwide. Available studies suggest that inflammation and nutritional status play a key role in the development of CVD. As a new combined indicator of inflammation and nutritional status, the neutrophil percentage-to-albumin ratio (NPAR) may be important in CVD prediction. Objective: This study investigated the association between NPAR and CVDs such as heart failure, coronary heart disease, angina pectoris, and stroke. It aimed to confirm the validity of NPAR as a potential biomarker of CVD using data from the National Health and Nutrition Examination Survey (NHANES). Methods: This study used a cross-sectional study design that analyzed the neutrophil percentage, albumin levels, and CVD diagnostic information of 12,165 adults. Multifactorial logistic regression modeling was employed to explore the association between NPAR and CVDs such as heart failure, coronary heart disease, angina pectoris, and stroke, while the nonlinear relationships were examined via restricted cubic spline. In addition, subgroup analyses were performed to assess the effect of age, sex, and race on the association between NPAR and CVD. Results: Our findings suggested that higher NPAR levels were significantly associated with an increased odds of CVD events. Specifically, each NPAR unit increase was associated with a 3% higher odds of a CVD event (OR = 1.03, 95% CI: 1.01-1.06). Individuals in the highest NPAR quartile displayed a significantly higher odds of heart failure (OR = 1.66, 95% CI: 1.18-2.34, Conclusion: The study demonstrated that as a comprehensive indicator of inflammation and nutritional status, NPAR could effectively predict CVD occurrence. Although the clinical application value of NPAR requires further validation, it shows promise as a novel biomarker for early CVD screening and prevention.
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