# Elevated TyG-BMI significantly increases the 1-year stroke recurrence risk in patients with acute ischemic stroke and hypertension

**Authors:** Yan Liu, Zhongzhong Liu, Qingli Lu, Pei Liu, Mi Zhang, Qiaoqiao Chang, Tong Liu, Linna Peng, Lanping Rao, Chao Sun, Guo Li, Shundao Cao, Xuemei Lin, Songdi Wu

PMC · DOI: 10.3389/fendo.2025.1663393 · 2025-10-22

## TL;DR

A study finds that higher TyG-BMI is linked to increased stroke recurrence risk in women with acute ischemic stroke and hypertension.

## Contribution

The study identifies a sex-specific nonlinear relationship between TyG-BMI and stroke recurrence risk in patients with acute ischemic stroke and hypertension.

## Key findings

- Elevated TyG-BMI is significantly associated with increased 1-year stroke recurrence risk in women with acute ischemic stroke and hypertension.
- Women in the highest TyG-BMI quartiles had significantly higher stroke recurrence risks compared to those in the lowest quartile.
- The association between TyG-BMI and stroke recurrence risk was nonlinear and more pronounced in women with TyG-BMI below 221.97.

## Abstract

To investigate the association between triglyceride-glucose-body mass index (TyG-BMI) and the 1-year stroke recurrence risk in patients with acute ischemic stroke (AIS) and hypertension.

In this retrospective, multicenter cohort study, multivariable Cox proportional hazards models were constructed, and curve fitting and subgroup analyses were performed to evaluate the aforementioned association. TyG-BMI was analyzed as a continuous variable and in quartiles (Q1–Q4). Sex-specific stratified analyses were performed to explore potential effect modifications.

Among 1,620 enrolled patients (39.6% women; mean age 65.2 ± 11.5 years), elevated TyG-BMI was significantly associated with increased 1-year stroke recurrence risk after adjusting for potential confounding factors (hazard ratio [HR]=1.06, 95% confidence interval [CI]: 1.01–1.11, P = 0.032). This association was particularly prominent in women (HR = 1.18, 95%CI: 1.07–1.29, P<0.001). Women in the Q3 and Q4 TyG-BMI groups had significantly higher 1-year stroke recurrence risks (Q3: HR=8.81 95%CI: 2.22–34.97, P = 0.002; Q4: HR=5.79 95%CI: 1.49–22.56, P = 0.011) compared with those in the Q1 group. No significant association was observed in men (HR = 1.01, 95%CI: 0.94–1.08, P = 0.830). Segmented linear regression and curve fitting revealed a significant sex-specific nonlinear relationship between TyG-BMI and 1-year stroke recurrence risk. For women when TyG-BMI was below 221.97, each unit increase was associated with a more pronounced increase in the risk of 1-year stroke recurrence compared to patients above this threshold (adjusted HR = 1.04, 95% CI 1.01–1.07, P = 0.005).

Elevated TyG-BMI is independently associated with a higher risk of 1-year stroke recurrence in patients with AIS and hypertension. A significant association was identified only in women, specifically among those with a TyG-BMI below 221.97, below which each unit increase in TyG-BMI was associated with a significantly greater risk of 1-year stroke recurrence compared to those above this threshold.

## Linked entities

- **Diseases:** stroke (MONDO:0005098)

## Full-text entities

- **Diseases:** AIS (MESH:D000083242), hypertension (MESH:D006973), stroke (MESH:D020521)
- **Chemicals:** TyG (-), glucose (MESH:D005947), triglyceride (MESH:D014280)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12585975/full.md

---
Source: https://tomesphere.com/paper/PMC12585975