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DOI 10.1186/s12902-026-02366-z

Медицинская библиотека · BMC endocrine disorders · 2026

Associations between C-reactive protein-triglyceride glucose index combined with anthropometric indices and mortality risk in individuals with cardiovascular-kidney-liver-metabolic syndrome: a national cohort study.

Zhang Yeshen, Gao Xinyue, Long Xianglin, Li Yixuan, Xiong Weiwu, Tu Shan, Luo Wenzhi, Deng Xu, Zeng Lixiong, Ye Fei, Wang Xiaoyan, Zhang Zhihui

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Аннотация

BACKGROUND

C-reactive protein-triglyceride glucose index (CTI) combined with anthropometric indices serve as integrative markers of insulin resistance, inflammation, and visceral obesity, exerting a detrimental effect on prognosis. However, the prognostic significance of CTI-anthropometric indices in individuals with cardiovascular-kidney-liver-metabolic (CKLM) syndrome remains uncertain. This study was conducted to elucidate the relationships between the CTI-anthropometric indices and mortality risk in this population.

METHODS

This study included 14,203 individuals with CKLM syndrome from the National Health and Nutrition Examination Survey (NHANES, 1999-2018). Kaplan-Meier curve analyses, Cox proportional hazards models, Fine-Gray competing risk models, and restricted cubic spline (RCS) models were performed to evaluate the relationships of CTI-anthropometric indices with cardiovascular mortality and all-cause mortality. Receiver operating characteristic (ROC) curves were used to compare the predictive performance of CTI-anthropometric indices. Subgroup and sensitivity analyses were conducted to verify the robustness of the results.

RESULTS

During a median follow-up period of 11.42 years, there were 772 cardiovascular deaths and 2,424 all-cause deaths. Kaplan‒Meier curve analyses indicated the lowest survival rate in the highest quartile of CTI-anthropometric indices (Log-rank p < 0.001). Multivariable Cox regression analyses revealed that CTI-anthropometric indices in the highest quartile were associated with an increased risk of cardiovascular mortality and all-cause mortality, compared with the lowest quartile. The Fine-Gray competing risk models also demonstrated that CTI-anthropometric indices were independently associated with cardiovascular mortality. The RCS results showed a linear or non-linear association of CTI-anthropometric indices with cardiovascular mortality and all-cause mortality. ROC curve analyses indicated that CTI-a body shape index (CTI-ABSI) exhibited preferred predictive performance for mortality risk at 1-, 5-, and 10-year time points compared to other CTI-anthropometric indices. Subgroup and sensitivity analyses confirmed the robustness of the results of CTI-ABSI.

CONCLUSION

Elevated CTI-anthropometric indices were independently associated with increased mortality risk in individuals with CKLM syndrome, with CTI-ABSI emerging as the preferred predictor of mortality risk. These findings provide an approach for enhancing risk discrimination and stratification in individuals with CKLM syndrome.

CLINICAL TRIAL NUMBER: Not applicable.

Для цитирования: Zhang Yeshen, Gao Xinyue, Long Xianglin, Li Yixuan, Xiong Weiwu, Tu Shan, Luo Wenzhi, Deng Xu, Zeng Lixiong, Ye Fei, Wang Xiaoyan, Zhang Zhihui. Associations between C-reactive protein-triglyceride glucose index combined with anthropometric indices and mortality risk in individuals with cardiovascular-kidney-liver-metabolic syndrome: a national cohort study.. BMC endocrine disorders. 2026. DOI: 10.1186/s12902-026-02366-z.

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