{"title":"Association between triglyceride-glucose index and total trabecular bone score in US adults: A cross-sectional study.","authors":"Haichao Xu, Hao Xu, Jianyang Luo, Jianfeng Zhao","doi":"10.1097/MD.0000000000051014","DOIUrl":null,"url":null,"abstract":"<p><p>This study examines the association between the triglyceride-glucose (TyG) index and trabecular bone score (TBS) among US adults. In this cross-sectional analysis of National Health and Nutrition Examination Survey 2005 to 2008, the descriptive cohort included 3880 adults with TBS and fasting laboratory data; 3571 with positive fasting-subsample weights contributed to survey-weighted regression. TyG was calculated as ln(triglycerides [mg/dL] × glucose [mg/dL]/2) and is dimensionless. Covariate missingness was handled by multiple imputation. The primary model excluded bone mineral density (BMD) to avoid overadjustment; BMD-adjusted, complete-case, and renal-function sensitivity models were fitted. In the primary model, higher TyG was associated with lower TBS (β per 1-unit increase = -0.0097; 95% confidence interval = -0.0182 to -0.0012; P = .026). Restricted cubic spline showed nonlinearity (P-overall < .001; P-nonlinear < .001). Notably, across TyG quartiles, spine BMD remained stable (P = .104), whereas TBS declined substantially (from 1.446 to 1.310, P < .001), suggesting TyG specifically associates with bone quality rather than quantity. An exploratory two-segment knot at TyG 8.58 requires validation and is not a clinical threshold. Higher TyG is modestly associated with lower TBS, independent of BMD. While causal inference is precluded by cross-sectional design, TyG - calculated from routine labs at no extra cost - may serve as a pragmatic signal to prompt TBS evaluation in metabolically unhealthy patients, particularly obese males, even when BMD is normal. Longitudinal validation is needed.</p>","PeriodicalId":18549,"journal":{"name":"Medicine","volume":"105 43","pages":"e51014"},"PeriodicalIF":2.0000,"publicationDate":"2026-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13706339/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/MD.0000000000051014","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 0
Abstract
This study examines the association between the triglyceride-glucose (TyG) index and trabecular bone score (TBS) among US adults. In this cross-sectional analysis of National Health and Nutrition Examination Survey 2005 to 2008, the descriptive cohort included 3880 adults with TBS and fasting laboratory data; 3571 with positive fasting-subsample weights contributed to survey-weighted regression. TyG was calculated as ln(triglycerides [mg/dL] × glucose [mg/dL]/2) and is dimensionless. Covariate missingness was handled by multiple imputation. The primary model excluded bone mineral density (BMD) to avoid overadjustment; BMD-adjusted, complete-case, and renal-function sensitivity models were fitted. In the primary model, higher TyG was associated with lower TBS (β per 1-unit increase = -0.0097; 95% confidence interval = -0.0182 to -0.0012; P = .026). Restricted cubic spline showed nonlinearity (P-overall < .001; P-nonlinear < .001). Notably, across TyG quartiles, spine BMD remained stable (P = .104), whereas TBS declined substantially (from 1.446 to 1.310, P < .001), suggesting TyG specifically associates with bone quality rather than quantity. An exploratory two-segment knot at TyG 8.58 requires validation and is not a clinical threshold. Higher TyG is modestly associated with lower TBS, independent of BMD. While causal inference is precluded by cross-sectional design, TyG - calculated from routine labs at no extra cost - may serve as a pragmatic signal to prompt TBS evaluation in metabolically unhealthy patients, particularly obese males, even when BMD is normal. Longitudinal validation is needed.
期刊介绍:
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