ArticleBMC public health2025
Nonlinear associations between the aggregate index of systemic inflammation and cardiovascular disease in adults: evidence from NHANES 2011-2020.
Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Article
- The Relation Between the Aggregate Index of Systemic Inflammation and the Mortality Rate of Cardiovascular Disease in the Elderly Population.Anatolian journal of cardiology · 2026Article
- Association between osteoporosis and cardiovascular disease in women and the mediating role of inflammatory biomarkers: based on the NHANES database : Mediating role of inflammatory biomarkers between OP and CVD in women.Immunologic research · 2026Article
- Associations Between Systemic Immunity Inflammation Index, Aggregate Index of Systemic Inflammation, and Hospital Acquired Otitis Media in Children Aged ≤12 years with Bacterial Pneumonia.Infection and drug resistance · 2026Article
- Association between inflammatory biomarkers and cataracts: validation from the NHANES database and clinical studies.Frontiers in nutrition · 2026Article
- Association between systemic inflammation response index and risk of major adverse cardiovascular events in adults with and without metabolic syndrome: a prospective cohort study in Shanghai, Pudong.Frontiers in endocrinology · 2026Article
- Association Between the Aggregate Index of Systemic Inflammation and Non-Dipper Blood Pressure Pattern in Hypertensive Patients with Type 2 Diabetes Mellitus.Journal of inflammation research · 2026Article
- Association Between Neutrophil Percentage-to-Albumin Ratio (NPAR) and Risk of Stroke in Patients With Hypertension: A Cohort Study.Journal of clinical hypertension (Greenwich, Conn.) · 2026Article
- The Nonlinear Relationship Between the Aggregate Index of Systemic Inflammation and Serum Neurofilament Light Chain Levels in U.S. Adults: A Cross-Sectional Study.Mediators of inflammation · 2026Article
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Abstract
backgroundAlthough the connection between inflammation and cardiovascular disease (CVD) is well-documented, the association involving the aggregate index of systemic inflammation (AISI)-a distinctive indicator derived from this formula (neutrophil count × monocyte count × platelet count)/lymphocyte count-has not been extensively explored. Addressing this research gap, our study leveraged the National Health and Nutrition Examination Survey (NHANES) database for investigating a correlation among AISI and CVD among adults in U.S. This investigation provides new insights into the inflammatory mechanisms underlying cardiovascular conditions and may have implications for preventive and therapeutic strategies in cardiovascular health.
methodsOur study included 23,472 adults from the 2011-2020 NHANES database. The relationship between AISI and CVD was examined using weighted generalized linear models, subgroup analyses, and threshold effects to estimate effect sizes and saturation effects. Nonlinear relationships between the AISI and CVD were further elucidated through smoothed curve analyses.
resultsThe prevalence of CVD increases with AISI(P < 0.001). Within weighted generalized linear models, individuals within Quartile 4 [OR = 1.27, 95%CI (1.00, 1.61)] exhibited a favorable correlation with CVD prevalence, in contrast to the figures observed during Quartile 1. Notably, this correlation was consistent across various subgroups, indicating its independence from factors such as age, ethnicity, smoking, hyperlipidemia, hypertension, and diabetes mellitus (P for interaction > 0.05). Additionally, using threshold effect analysis, we identified a nonlinear relationship across AISI and CVD, with a critical inflection point observed at an index value of 467. Above this threshold, every increment of 100 units within AISI was linked to a 3% elevated CVD prevalence [OR = 1.03, 95%CI (1.00, 1.07)].
conclusionOur work substantiates robust evidence for a important positive correlation between AISI and CVD. However, it also highlights the importance of conducting additional prospective research to comprehensively explore the function of AISI in etiology and advancement of CVD.
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