Association between triglyceride glucose–body mass index and nonunion in older patients following limb fracture surgery: a multicenter retrospective cohort study

Introduction: Metabolic syndrome (MetS) is increasingly recognized as an emerging risk factor affecting fracture healing. We sought to investigate the association between the metabolic abnormality indicator triglyceride glucose-body mass index (TyG-BMI) and postoperative nonunion in older patients with limb fractures. Methods: In a multicenter retrospective cohort study across five tertiary hospitals, we included older patients (≥60 years) undergoing limb fracture surgery between January 2020 and December 2022. The exposure of interest was the post-injury TyG-BMI, derived from fasting plasma glucose, triglyceride levels, and body mass index. The outcome was nonunion, defined as persistence of the fracture for 9 months or longer without evidence of healing for 3 months. Restricted cubic spline (RCS) model and multivariable logistic regression were used to evaluate the association between TyG-BMI and nonunion. Sensitivity analyses and subgroup analyses were conducted to evaluate the robustness and population heterogeneity of the primary outcome. Results: Among 8,499 eligible patients [median age 75.0 (67.0, 83.0) years; 60.5% male], 141 cases (1.66%) developed nonunion. RCS revealed a U-shaped, nonlinear relationship between TyG-BMI and nonunion, with risk-protective thresholds at 173.9 and 213.0. Compared with the reference range, both low (<173.9) and high (>213.0) TyG-BMI levels were independently associated with increased risk [TyG-BMI < 173.9: adjusted relative risk (aOR), 1.358; 95% confidence interval (CI), 1.016-1.816; TyG-BMI > 213.0: aOR, 1.233; 95%CI, 1.030-1.475], which remained robust across multiple sensitivity and exploratory analyses. Significant interactions were observed between TyG-BMI levels and perioperative blood transfusion and bone grafting type (P for interaction < 0.05). Conclusion: Both low and high TyG-BMI levels are significantly associated with increased nonunion risk in older patients following limb fracture surgery, serving as a potential biomarker for risk stratification and individualized management.

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Journal
Frontiers in Medicine
Published
2026-04-24
DOI
https://doi.org/10.3389/fmed.2026.1747481
Primary Topic
Hip and Femur Fractures
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article
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article

Association between triglyceride glucose–body mass index and nonunion in older patients following limb fracture surgery: a multicenter retrospective cohort study

Qingcheng Song, Xinqun Cheng, Dongwei Wu, Zhenbang Yang et al.
Frontiers in Medicine
Hip and Femur Fractures
article

Association between triglyceride glucose–body mass index and nonunion in older patients following limb fracture surgery: a multicenter retrospective cohort study

Qingcheng Song, Xinqun Cheng, Dongwei Wu, Zhenbang Yang, Tianyu Wang, Puxin Yang, Yingze Zhang, Chengsi Li, Wei Chen, Yanbin Zhu, Huilian Sun
article en

Abstract

Introduction: Metabolic syndrome (MetS) is increasingly recognized as an emerging risk factor affecting fracture healing. We sought to investigate the association between the metabolic abnormality indicator triglyceride glucose-body mass index (TyG-BMI) and postoperative nonunion in older patients with limb fractures. Methods: In a multicenter retrospective cohort study across five tertiary hospitals, we included older patients (≥60 years) undergoing limb fracture surgery between January 2020 and December 2022. The exposure of interest was the post-injury TyG-BMI, derived from fasting plasma glucose, triglyceride levels, and body mass index. The outcome was nonunion, defined as persistence of the fracture for 9 months or longer without evidence of healing for 3 months. Restricted cubic spline (RCS) model and multivariable logistic regression were used to evaluate the association between TyG-BMI and nonunion. Sensitivity analyses and subgroup analyses were conducted to evaluate the robustness and population heterogeneity of the primary outcome. Results: Among 8,499 eligible patients [median age 75.0 (67.0, 83.0) years; 60.5% male], 141 cases (1.66%) developed nonunion. RCS revealed a U-shaped, nonlinear relationship between TyG-BMI and nonunion, with risk-protective thresholds at 173.9 and 213.0. Compared with the reference range, both low (<173.9) and high (>213.0) TyG-BMI levels were independently associated with increased risk [TyG-BMI < 173.9: adjusted relative risk (aOR), 1.358; 95% confidence interval (CI), 1.016-1.816; TyG-BMI > 213.0: aOR, 1.233; 95%CI, 1.030-1.475], which remained robust across multiple sensitivity and exploratory analyses. Significant interactions were observed between TyG-BMI levels and perioperative blood transfusion and bone grafting type (P for interaction < 0.05). Conclusion: Both low and high TyG-BMI levels are significantly associated with increased nonunion risk in older patients following limb fracture surgery, serving as a potential biomarker for risk stratification and individualized management.

Frontiers in MedicineVol. 13
Hebei Medical University (CN), Third Hospital of Hebei Medical University (CN), Hospital of Hebei Province (CN)
Good health and well-being
Openalex Percentile: Top 22%
Hip and Femur Fractures
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