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Association between TyG-BRI and stroke in middle-aged and older adults: a longitudinal study based on CHARLS
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Jiao ZHANG, Wei-hui YANG, Dan SUN, Li-na MEI
Modern Preventive Medicine | 2026, 53(7) : 1213 - 1219
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Modern Preventive Medicine | 2026, 53(7): 1213-1219
• Epidemiology and Statistical Methods •
Association between TyG-BRI and stroke in middle-aged and older adults: a longitudinal study based on CHARLS
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Jiao ZHANG, Wei-hui YANG, Dan SUN, Li-na MEI
Affiliations
  • Department of Internal Medicine, Huzhou Maternity & Child Health Care Hospital, Huzhou, Zhejiang 313000, China
Published: 2026-04-10 doi: 10.20043/j.cnki.MPM.202510302
Outline
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Objective

To investigate the association between trigyceride glucose index - body roundness index (TyG-BRI) and the risk of stroke in middle-aged and older adults using the CHARLS database.

Methods

This study conducted a longitudinal study using CHARLS data from 2011 to 2020. The TyG index was calculated from baseline fasting blood glucose and triglyceride levels. TyG-BRI was developed by integrating the TyG index with baseline waist circumference and height. Stroke was identified through follow-up questionnaires. After imputing missing data using MICE, we analyzed the data by stratifying TyG-BRI according to quartile levels and conducted Kaplan-Meier survival curve analysis. Meanwhile, a multivariable Cox proportional hazards regression model was used to assess the association between different TyG-BRI levels and the risk of stroke. Restricted cubic spline (RCS) analysis was employed to examine the dose-response relationship between TyG-BRI and the incidence of stroke. Finally, subgroup analyses and interaction tests were performed to explore the heterogeneity of the association between TyG-BRI and stroke among different populations.

Results

A total of 7 709 individuals were included in the longitudinal study throughout the entire follow-up period, and 536 developed stroke. Both Cox regression and Kaplan-Meier analyses showed that higher TyG-BRI levels were associated with increased stroke risk. Using the first quartile (Q1) as reference, the fully adjusted model (Model 3) showed significantly elevated risks for Q2 (HR=1.39, 95% CI: 1.04-1.86), Q3 (HR=1.70, 95% CI: 1.28-2.27), and Q4 (HR=1.75, 95% CI: 1.28-2.40). RCS analysis revealed a linear relationship between TyG-BRI and stroke risk with an overall positive trend. Subgroup analyses did not identify any factors independently associated with stroke. Sensitivity analyses confirmed the robustness of these findings.

Conclusion

TyG-BRI shows potential as a useful indicator for early detection and prevention in stroke risk management.

Triglyceride glucose index  /  Body roundness index  /  Stroke  /  Longitudinal study  /  China health and retirement longitudinal study
张姣, 杨伟慧, 孙丹, 梅丽娜. 基于CHARLS数据库评估新型综合指标TyG-BRI与中老年人脑卒中风险的纵向关联. 现代预防医学, 2026 , 53 (7) : 1213 -1219 . DOI: 10.20043/j.cnki.MPM.202510302
Jiao ZHANG, Wei-hui YANG, Dan SUN, Li-na MEI. Association between TyG-BRI and stroke in middle-aged and older adults: a longitudinal study based on CHARLS[J]. Modern Preventive Medicine, 2026 , 53 (7) : 1213 -1219 . DOI: 10.20043/j.cnki.MPM.202510302
Year 2026 volume 53 Issue 7
23
13
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Article Info
doi: 10.20043/j.cnki.MPM.202510302
  • Receive Date:2025-10-22
  • Online Date:2026-11-02
  • Published:2026-04-10
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History
  • Received:2025-10-22
Affiliations
    Department of Internal Medicine, Huzhou Maternity & Child Health Care Hospital, Huzhou, Zhejiang 313000, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
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属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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