Evidence map›Paper›PMID 42516743›Full record

ArticleFrontiers in endocrinology2026

Association between triglyceride glucose index and odds of hip fracture in patients with or without type 2 diabetes: a cross-sectional study.

Dan Zhao, Huiling Bai, Cuiping Zhao, Juzhong Tian, Yawen Bo

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Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Dan Zhao *Department of Endocrinology, The Second People's Hospital of Changzhou, the Third Affiliated Hospital of Nanjing Medical University, Changzhou, Jiangsu, China.
Huiling Bai *Department of Endocrinology, The Second People's Hospital of Changzhou, the Third Affiliated Hospital of Nanjing Medical University, Changzhou, Jiangsu, China.
Cuiping ZhaoDepartment of Geriatrics, The Second People's Hospital of Changzhou, the Third Affiliated Hospital of Nanjing Medical University, Changzhou, Jiangsu, China.
Juzhong Tian *Department of Stomatology, The Second People's Hospital of Changzhou, the Third Affiliated Hospital of Nanjing Medical University, Changzhou, Jiangsu, China.
Yawen Bo *Department of Endocrinology, The Second People's Hospital of Changzhou, the Third Affiliated Hospital of Nanjing Medical University, Changzhou, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The triglyceride-glucose (TyG) index, an indicator of insulin resistance, has demonstrated variable correlations with fracture risk. This study sought to examine the correlation between TyG and the odds of hip fractures in Chinese individuals, both with and without type 2 diabetes (T2D). Methods: This retrospective cross-sectional study was performed at Changzhou Second People's Hospital and involved 935 Chinese individuals, including 248 patients with hip fractures. TyG was calculated based on fasting glucose and triglyceride levels. Multivariate logistic regression models were used to investigate the association between TyG and the odds of hip fracture. Results: The odds of hip fractures was identical in both T2D and non-T2D groups (27.5% vs 26.3%, P = 0.734). After adjusting for all confounders, increasing TyG significantly reduced the odds of hip fracture in the group without T2D (odds ratio [OR] = 0.45; 95% confidence interval [CI]:0.25-0.83), but not in the T2D group (OR = 1.90; 95% CI:0.81-4.46). A significant multiplicative interaction was observed between T2D and TyG on the odds of hip fracture (p for interaction < 0.01). In addition, there is no association between TyG and bone mineral density (BMD) in either the T2D or without T2D participants (p > 0.05). Conclusion: Significant elevations in TyG were independently associated with a reduced odds of hip fractures in Chinese individuals without T2D, but not in those with T2D. These findings underscore the necessity of considering diabetes status when evaluating the TyG index as a metabolic determinant of hip fracture odds in clinical practice.

Indexed as

Blood GlucoseDiabetes Mellitus, Type 2Hip FracturesTriglyceridesAgedAged, 80 and overChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedOdds RatioRetrospective StudiesRisk FactorsBlood GlucoseTriglyceridesbone mineral densitycross-sectional studyhip fracturetriglyceride glucose indextype 2 diabetes

Identifiers

PMID42516743
PMCPMC13402920

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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.