ArticleFrontiers in immunology2024
Association between complete blood cell count-derived inflammatory biomarkers and gallstones prevalence in American adults under 60 years of age.
Article in Frontiers in immunology, 2024. 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.
- Predicting gallstones risk with body composition analysis and machine learning: a dual-center cohort study.Annals of medicine · 2026Article
- Association between total dietary sugar intake and gallstones in Americans.Scientific reports · 2026Article
- The Association Between the C-Reactive Protein-Albumin-Lymphocyte Index and Gallstone Disease: A Cross-Sectional Study.Clinical and translational gastroenterology · 2026Article
- Better adherence to the life's essential 8 can reduce the risk of gallstone disease: mediated by inflammation and oxidative stress.Frontiers in public health · 2026Article
- Association between vitamin D and inflammatory markers in the Chinese healthy adult population: a cross-sectional study.Food & nutrition research · 2026Article
- Evaluating the Link Between High-Density Lipoprotein-Related Inflammatory Indices and Gallstone Disease in U.S. Adults.Mediators of inflammation · 2026Article
- Systemic immune inflammatory index (SII) as a predictive marker for the failure of air enema treatment in children with Ileocolic intussusception: a case-control study.BMC pediatrics · 2025Article
- Integrated machine learning and population attributable fraction analysis of systemic inflammatory indices for mortality risk prediction in diabetes and prediabetes.Annals of medicine · 2025Article
- Observational
- Unraveling the causal links and mediation effects of lipid metabolites and inflammatory factors on gallstone disease risk.Medicine · 2025Article
- Red blood cell distribution width to albumin ratio as a predictor of gallstones in US adults: a NHANES-based cross-sectional study.Journal of health, population, and nutrition · 2025Article
- Uric acid mediates the association of alpha-1 acid glycoprotein with gallstones in adult women in the United States.Scientific reports · 2025Article
- Prognostic implications of systemic immune-inflammation index and systemic inflammation response index in hemodialysis patients.BMC nephrology · 2025Article
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Authors and funding
6 authors.
Funding
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Abstract
Background: The trend of gallstones occurring in younger populations has become a noteworthy public health issue. This study aims to investigate the association between complete blood cell count (CBC)-derived inflammatory indicators and gallstones in adults under 60 years of age in the United States. Methods: This cross-sectional study used data from the National Health and Nutrition Examination Survey (NHANES) from 2017 to 2020. Associations between CBC-derived inflammatory biomarkers and gallstones were assessed using multivariable logistic regression models, with results presented as odds ratio (OR) and 95% confidence interval (CI). Restricted cubic splines (RCS) were employed to examine potential non-linear relationships. Subgroup analyses were also conducted to explore differences across population subgroups. Results: This study comprised 4,977 participants, among whom 398 were diagnosed with gallstones. After adjusting for confounding variables, the highest quartile of systemic inflammation response index (SIRI) [OR (95%CI): 1.65(1.12,2.43)], systemic immune-inflammation index (SII) [OR (95%CI): 1.53(1.05,2.25)], monocyte-to-lymphocyte ratio (MLR) [OR (95%CI): 1.66(1.16,2.37)], and pan immune inflammatory value (PIV) [OR (95%CI): 1.82(1.23,2.71)] were associated with a significantly increased risk of gallstones compared to the lowest quartiles. RCS plots indicated a nonlinear relationship between several inflammatory biomarkers and gallstones. Conclusion: Our study found that SIRI, SII, MLR, and PIV can serve as clinical indicators for predicting the risk of gallstones in adults under 60 years of age in the United States.
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