A prospective study of TyG index and ePWV in relation to hypertension risk

This study aimed to assess the association of the triglyceride-glucose (TyG) index and estimated pulse wave velocity (ePWV) with the risk of hypertension in a population from Northwest China, using data from a prospective cohort of 1189 participants in Ningxia. The TyG index and ePWV were calculated, and Cox proportional hazards regression models were used to assess their association with hypertension incidence. Additionally, restricted cubic spline analysis was employed to explore nonlinear relationships between the TyG index, ePWV, and hypertension. Over follow-up, blood pressure levels were higher than at baseline. The risk of hypertension onset progressively increased with rising TyG index and ePWV (TyG: HR = 1.459, 95% CI 1.250-1.702; ePWV: HR = 1.277, 95% CI 1.191-1.369). After adjusting for confounding factors, the associations remained significant (TyG: HR = 1.392, 95% CI 1.165-1.662; ePWV: HR = 1.453, 95% CI 1.253-1.685). Furthermore, the TyG index showed a linear association with hypertension, whereas ePWV exhibited a nonlinear relationship, highlighting their potential value in early risk assessment in this high-risk population.

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Publication Details

Journal
Scientific Reports
Published
2026-05-21
DOI
https://doi.org/10.1038/s41598-026-53562-9
Primary Topic
Blood Pressure and Hypertension Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

A prospective study of TyG index and ePWV in relation to hypertension risk

Juan Yao Li, Yi Zhao, Qianru Liu, Zhihong Liu et al.
Scientific Reports
Blood Pressure and Hypertension Studies
article

A prospective study of TyG index and ePWV in relation to hypertension risk

Juan Yao Li, Yi Zhao, Qianru Liu, Zhihong Liu, Kai Wang, Yuhong Zhang, Xiaoxia Li, Xueqing Lan
article en

Abstract

This study aimed to assess the association of the triglyceride-glucose (TyG) index and estimated pulse wave velocity (ePWV) with the risk of hypertension in a population from Northwest China, using data from a prospective cohort of 1189 participants in Ningxia. The TyG index and ePWV were calculated, and Cox proportional hazards regression models were used to assess their association with hypertension incidence. Additionally, restricted cubic spline analysis was employed to explore nonlinear relationships between the TyG index, ePWV, and hypertension. Over follow-up, blood pressure levels were higher than at baseline. The risk of hypertension onset progressively increased with rising TyG index and ePWV (TyG: HR = 1.459, 95% CI 1.250-1.702; ePWV: HR = 1.277, 95% CI 1.191-1.369). After adjusting for confounding factors, the associations remained significant (TyG: HR = 1.392, 95% CI 1.165-1.662; ePWV: HR = 1.453, 95% CI 1.253-1.685). Furthermore, the TyG index showed a linear association with hypertension, whereas ePWV exhibited a nonlinear relationship, highlighting their potential value in early risk assessment in this high-risk population.

Scientific Reports
Ningxia University (CN), Ningxia Medical University (CN)
National Natural Science Foundation of China
Zero hunger
Openalex Percentile: Top 6%
Blood Pressure and Hypertension Studies
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