ArticleDiabetes, metabolic syndrome and obesity : targets and therapy2024
Diabetes Mellitus Mediates the Relationship Between Atherogenic Index of Plasma and Gallstones: A Population-Based Cross-Sectional Study.
Article in Diabetes, metabolic syndrome and obesity : targets and therapy, 2024. 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, 9 citations in OpenAlex.
- The Association Between the C-Reactive Protein-Albumin-Lymphocyte Index and Gallstone Disease: A Cross-Sectional Study.Clinical and translational gastroenterology · 2026Article
- Lipid metabolism and gallstone disease risk: a multicenter study.Scientific reports · 2026Observational
- Association between atherogenic index of plasma and ICU 28-day mortality in geriatric diabetes: an EICU-based retrospective analysis.Lipids in health and disease · 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
- Body Mass Index mediates the relationship between estimated glucose disposal rate and gallstones.Scientific reports · 2025Article
- Correlation between gallstones and fasting blood glucose to serum high-density lipoprotein cholesterol ratio among American adults.Frontiers in medicine · 2025Article
- Association between ZJU index and gallstones in US adult: a cross-sectional study of NHANES 2017-2020.BMC gastroenterology · 2024Article
- Relationship between triglyceride-glucose index and gallstones risk: a population-based study.Frontiers in endocrinology · 2024Article
- The association between triglyceride-glucose index and gallstones: NHANES 2017-2020.Frontiers in endocrinology · 2024Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Purpose: Previous studies have shown a correlation between diabetes mellitus and gallstone formation. The atherogenic index of plasma (AIP) is associated with many metabolic diseases. However, insufficient evidence still exists to elucidate the association between AIP and gallstones. The primary objective of this study was to investigate the correlation between AIP and gallstones in US adults, and the secondary objective was to analyze whether diabetes plays a mediating role in the association. Patients and Methods: Using data from the National Health and Nutrition Survey (NHANES) conducted between 2017 and March 2020, this study investigated the association between AIP and gallstone incidence in US adults. A variety of statistical methods were used to analyze the data in this study, including multivariate logistic regression, subgroup analyses, restricted cubic spline curves (RCS), and mediation effects analysis. In addition, two-stage linear regression was used to detect possible threshold and saturation effects. Results: A total of 6952 subjects were enrolled in the trial, of which 748 patients were diagnosed with gallstones. A significant positive association between AIP and gallstones was observed by fully adjusted multivariate logistic regression analysis, with an odds ratio (OR) of 1.45 and a 95% confidence interval (CI) of (1.09, 1.93). In addition, a non-linear positive association and saturation effect between AIP and gallstones were found, with an inflection point of 0.2246. Mediation analysis showed that diabetes had a mediating effect of 16.9% in the association between AIP and gallstones. Conclusion: This study suggests that elevated levels of AIP are linked to an augmented vulnerability to gallstone development, with diabetes serving as a mediating factor. These findings present a novel perspective on clinical approaches to prevent and manage gallstones.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.