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DOI 10.3390/jcm15114226

Медицинская библиотека · Journal of clinical medicine · 2026

TyG-BMI as a Marker of Metabolic Status and Its Association with Bone Quality and Mineral Metabolism: A Sex-Specific Analysis.

Anarbayeva Assel, Sadykova Karlygash, Nuskabayeva Gulnaz, Nurdinov Nursultan, Zholdassova Nurgul, Mamraimova Dilfuza, Baimakhanova Gulzira, Azizkhojayeva Dinara, Irismetov Sirozhiddin, Isanova Shoira, Tatykayeva Ugilzhan

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Аннотация

Background

Insulin resistance (IR) is a major pathogenic factor in metabolic syndrome and related diseases. It is challenging to accurately measure IR due to high cost and technical complexity. TyG-derived indices have been proposed as simple and reliable surrogates for assessing insulin resistance. The present study aimed to investigate the association between TyG-derived indices and indicators of mineral metabolism and bone quality and to examine sex-specific differences.

Methods

This cross-sectional study included 330 adults aged 18-65 years. Age-adjusted partial correlation analyses and multivariable linear regression models were performed to examine the associations between TyG indices and several metabolic parameters, minerals, and QUS bone indices.

Results

TyG-BMI was strongly correlated with triglycerides (females: r = 0.51; males: r = 0.54, both p < 0.001), glucose (females: r = 0.54, p < 0.001), and hip circumference (females: r = 0.77; males: r = 0.58, both p < 0.001). HDL showed inverse associations (females: r = -0.41, p < 0.001). In females, TyG-BMI demonstrated modest positive correlations with bone parameters, including BQI (r = 0.21, p = 0.002), T-score and Z-score (r = 0.21, p = 0.002 for both), SOS (r = 0.19, p = 0.007), and BUA (r = 0.18, p = 0.010), whereas no significant associations were observed in males. In multivariable models, TyG-BMI in females remained independently associated with glucose (β = 9.77, p < 0.001), waist circumference (β = 2.94, p < 0.001), and HDL (β = -26.6, p < 0.001), but not with mineral or bone parameters.

Conclusions

The TyG-derived indices, most notably TyG-BMI, are useful indicators of metabolic status that correlate with bone quality yet exhibit sex-specific associations. These findings support the role of TyG-derived indices as accessible surrogate markers of metabolic status and demonstrate sex-specific associations with bone quality parameters.

Для цитирования: Anarbayeva Assel, Sadykova Karlygash, Nuskabayeva Gulnaz, Nurdinov Nursultan, Zholdassova Nurgul, Mamraimova Dilfuza, Baimakhanova Gulzira, Azizkhojayeva Dinara, Irismetov Sirozhiddin, Isanova Shoira, Tatykayeva Ugilzhan. TyG-BMI as a Marker of Metabolic Status and Its Association with Bone Quality and Mineral Metabolism: A Sex-Specific Analysis.. Journal of clinical medicine. 2026. DOI: 10.3390/jcm15114226.
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