ArticleBMC gastroenterology2025
Association between platelet-to-high-density lipoprotein cholesterol ratio and gallstone prevalence in the American adult population: a cross-sectional study analysis.
Article in BMC gastroenterology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
2 citing papers in PubMed.
- The modified cardiometabolic index is associated with gallstones in US adults: a cross-sectional analysis.Medicine · 2026Article
- Evaluation of systemic inflammatory biomarkers associated with high-density lipoprotein in keratoconus patients: a retrospective case-control study.BMC ophthalmology · 2025Article
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Authors and funding
5 authors.
Funding
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Abstract
objectiveThe platelet-to-high-density lipoprotein cholesterol ratio(PHR), a novel marker of inflammatory response and metabolic dysregulation, has been linked to various chronic conditions.This study aimed to evaluate the association between PHR and the prevalence of gallstones.
methodsThis cross-sectional study analyzed data collected from the United States National Health and Nutrition Examination Survey(NHANES)between 2017 and 2023. Multivariate logistic regression, generalized additive models, and subgroup analyses were employed to assess the relationship between PHR and gallstone prevalence.
resultsA total of 13,163 participants were included, of whom 1,441(10.95%) self-reported a history of gallstones. After adjusting for potential confounders, a positive association was observed between the natural log-transformed PHR(LN[PHR])and gallstone prevalence(OR = 1.27, 95%CI: 1.09-1.49). This positive correlation became more pronounced with increasing PHR levels(P-trend = 0.01). Smooth curve fitting analysis indicated a linear relationship between PHR and gallstone prevalence. Subgroup analyses revealed that the association was strongest in participants aged 20-39 years, women, and individuals of other racial/ethnic groups.
conclusionElevated PHR levels are significantly associated with a higher risk of gallstones. While our observational data suggest plausibility for PHR-gallstone, these findings should be interpreted as hypothesis-generating rather than definitive clinical evidence. Future mechanistic studies should elucidate whether this association reflects causal pathways or epiphenomenal relationships.
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