ArticleBMC public health2025
Association of dietary quality indicators with gallstones in the US: NHANES 2017-2020.
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 10 papers.
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Who cites it
10 citing papers in PubMed.
- Exploring the link between dietary indices and depression in American adult population: NHANES 2017-2020 data analysis.European archives of psychiatry and clinical neuroscience · 2026Article
- Article
- The Potential of Microbiota-Modulating Dietary Strategies in Gallstone Prevention: Evidence from 2 Large Population- Based Cohorts.The Turkish journal of gastroenterology : the official journal of Turkish Society of Gastroenterology · 2026Article
- Inverse association between diet quality and the risk of osteoporotic fractures: a cross-sectional analysis.Journal of bone and mineral metabolism · 2026Article
- Surgical Complications in Conventional and Laparoscopic Cholecystectomy in an Ecuadorian Reference Hospital.Cureus · 2026Article
- Unpacking the association between chewing capacity and gallstone prevalence: a cross-sectional analysis of NHANES data.International journal of surgery (London, England) · 2025Article
- Integrated Metagenomic and Metabolomic Analyses Reveal a Microbiota-Metabolite Axis Associated with Gallstone Pathogenesis.Metabolites · 2025Article
- Review
- Positive association between cardiometabolic index and gallstones, with greater impact on women and those younger than 50 years: the NHANES 2017-2020 cross-sectional study.BMC public health · 2025Article
- Association between serum carotenoid levels and gallstones in adults: a cross-sectional study using the National Health and Nutrition Examination Survey.Frontiers in nutrition · 2025Article
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Authors and funding
5 authors.
Funding
Abstract
backgroundWhile dietary factors are known to influence gallstone development, the specific relationships between comprehensive dietary quality indicators and gallstone risk remain poorly understood. This study aimed to explore the association between dietary quality indicators and gallstones using data from the 2017 to 2020 US National Health and Nutrition Examination Survey (NHANES).
methodsA total of 6,623 US adults were extracted from the 2017-2020 NHANES, of which 734 participants self-reported having gallstones. Dietary quality indicators were assessed using 24-hour dietary recall data. We used multivariate logistic regression analysis to evaluate the association between dietary quality indicators and the likelihood of gallstones. To delineate the non-linear relationships and threshold effects, we utilized a restricted cubic spline (RCS) regression model. Subgroup analyses were also performed.
resultsAfter adjusting for sex, age, race, education, poverty-to-income ratio, body mass index, large weight loss, alcohol use, smoking, physical activity, diabetes, hypertension, heart failure, coronary heart disease, angina pectoris, heart attack, total calories, total cholesterol, estrogen use, antihyperglycemic drug use, statin use, and glucocorticosteroid use (Model 4), a higher Dietary Inflammatory Index (DII) and lower Alternative Healthy Eating Index (AHEI), Healthy Eating Index (HEI-2020), Dietary Approaches to Stop Hypertension (DASH), and Mediterranean Diet (MED) were all significantly associated with gallstones. Further RCS analysis revealed a nonlinear relationship between the DII and gallstones, with a threshold value of 1.842. Above this threshold, for each unit increase in the DII score, the odds of developing gallstones increased by 27.5%. Subgroup analysis demonstrated that this association was consistent across all subgroups.
conclusionParticipants with gallstones exhibited poor dietary habits. Adopting a diet that reduces inflammation and supports overall health may help lower the risk of gallstone development, with potential implications for dietary recommendations in clinical practice.
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