# Association between triglyceride-glucose index and 6-month readmission in patients with heart failure: a cohort study

**Authors:** Huibo Li, Yujie Jiang, Dong Zheng, Guixiong Lin, Yanling Feng, Yufeng Zhuo, Peng Zhang

PMC · DOI: 10.3389/fcvm.2025.1547755 · Frontiers in Cardiovascular Medicine · 2025-07-29

## TL;DR

This study finds that a lower triglyceride-glucose index is linked to higher readmission risk in heart failure patients, especially those with abnormal BMI.

## Contribution

The study identifies a nonlinear relationship between the TyG index and 6-month readmission risk in heart failure patients.

## Key findings

- Patients in the lowest TyG quartile had a significantly higher 6-month readmission risk.
- A nonlinear relationship between the TyG index and readmission risk was observed.
- The TyG index improved predictive performance, particularly in patients with abnormal BMI.

## Abstract

Insulin resistance (IR) significantly impacts outcomes in heart failure (HF) patients, by the triglyceride-glucose (TyG) index serving as an effective marker of metabolic dysfunction. However, its association with HF readmission risk is still uncertain.

This study analyzed 901 HF patients using multivariable logistic regression and restricted cubic splines to evaluate the relationship between the TyG index and 6-month readmission risk.

Patients in the lowest TyG quartile (Q1) had a significantly higher risk of 6-month readmission across models: Model 1 [odds ratio (OR) 1.72, 95% confidence interval [(CI) 1.16–2.53; p = 0.007], Model 2 (OR 1.83, 95% CI 1.23–2.72; p = 0.003), and Model 3 (OR 1.71, 95% CI 1.12–2.61; p = 0.012). A nonlinear relationship between the TyG index and the 6-month readmission risk was observed (p for nonlinearity = 0.046). Furthermore, significant interactions were detected between the TyG index and body mass index (BMI) subgroups (p for interaction = 0.002). Including the TyG index modestly improved predictive performance, particularly in abnormal BMI patients.

A nonlinear relationship between the TyG index and 6-month readmission risk in HF patients. Subgroup analyses revealed that a lower TyG index was significantly connected to a higher readmission risk, especially in patients with abnormal BMI. Although the TyG index improved predictive performance, its overall discriminative ability remained modest, demonstrating greater utility in populations with abnormal BMI.

## Linked entities

- **Diseases:** heart failure (MONDO:0005252)

## Full-text entities

- **Diseases:** HF (MESH:D006333), metabolic dysfunction (MESH:D008659), IR (MESH:D007333)
- **Chemicals:** glucose (MESH:D005947), triglyceride (MESH:D014280)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

35 references — full list in the complete paper: https://tomesphere.com/paper/PMC12339533/full.md

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Source: https://tomesphere.com/paper/PMC12339533