{"title":"Inverse Association of the Prognostic Nutritional Index With Gallstone Prevalence Among U.S. Adults","authors":"Kaizhi Xu, Zufa Zhang, Huqiang Dong, Afang Zuo","doi":"10.1155/ijcp/2529736","DOIUrl":null,"url":null,"abstract":"<div>\n \n <section>\n \n <h3> Background</h3>\n \n <p>Gallstones are common and have been associated with nutritional and immune status. The Prognostic Nutritional Index (PNI) reflects both nutritional and immune-related conditions, but its association with gallstones remains unclear. This study examined this association in U.S. adults.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>This study analyzed data from 5060 individuals in the National Health and Nutrition Examination Survey (NHANES), with a mHean age of 48.62 years. Multivariable logistic regression was used to assess the association between PNI and gallstones. Restricted cubic spline (RCS) analysis was used to assess potential nonlinearity. Robustness was evaluated using subgroup analyses, interaction tests, and a sensitivity model with additional adjustment for fatty liver.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>The prevalence of gallstones was 11.36%. In the fully adjusted model, each 1-unit increase in PNI was associated with 2% lower odds of gallstones (odds ratio [OR] = 0.98, 95% confidence interval [CI] 0.96–0.99, <i>p</i> = 0.0185). Compared with the lowest quartile, participants in the highest quartile had lower odds of gallstones (OR = 0.72, 95% CI 0.55–0.95, <i>p</i> = 0.0194). RCS analysis showed an overall association between PNI and gallstone prevalence (<i>p</i> for overall = 0.019), with no evidence of nonlinearity (<i>p</i> for nonlinearity = 0.165). After Bonferroni correction (<i>α</i>′ ≈ 0.0015), no subgroup association remained statistically significant, and no significant interactions were detected.</p>\n </section>\n \n <section>\n \n <h3> Conclusion</h3>\n \n <p>An inverse association between PNI and gallstone prevalence remained after multivariable adjustment. PNI may serve as a potential complementary immunonutritional marker associated with gallstone prevalence.</p>\n </section>\n </div>","PeriodicalId":13782,"journal":{"name":"International Journal of Clinical Practice","volume":"2026 1","pages":""},"PeriodicalIF":2.0000,"publicationDate":"2026-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/ijcp/2529736","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Clinical Practice","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1155/ijcp/2529736","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
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Abstract
Background
Gallstones are common and have been associated with nutritional and immune status. The Prognostic Nutritional Index (PNI) reflects both nutritional and immune-related conditions, but its association with gallstones remains unclear. This study examined this association in U.S. adults.
Methods
This study analyzed data from 5060 individuals in the National Health and Nutrition Examination Survey (NHANES), with a mHean age of 48.62 years. Multivariable logistic regression was used to assess the association between PNI and gallstones. Restricted cubic spline (RCS) analysis was used to assess potential nonlinearity. Robustness was evaluated using subgroup analyses, interaction tests, and a sensitivity model with additional adjustment for fatty liver.
Results
The prevalence of gallstones was 11.36%. In the fully adjusted model, each 1-unit increase in PNI was associated with 2% lower odds of gallstones (odds ratio [OR] = 0.98, 95% confidence interval [CI] 0.96–0.99, p = 0.0185). Compared with the lowest quartile, participants in the highest quartile had lower odds of gallstones (OR = 0.72, 95% CI 0.55–0.95, p = 0.0194). RCS analysis showed an overall association between PNI and gallstone prevalence (p for overall = 0.019), with no evidence of nonlinearity (p for nonlinearity = 0.165). After Bonferroni correction (α′ ≈ 0.0015), no subgroup association remained statistically significant, and no significant interactions were detected.
Conclusion
An inverse association between PNI and gallstone prevalence remained after multivariable adjustment. PNI may serve as a potential complementary immunonutritional marker associated with gallstone prevalence.
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