# Association between triglyceride levels and hypertension in patients with coronary artery disease undergoing percutaneous coronary intervention: a retrospective cross-sectional study

**Authors:** Zhanqun Gao, Yubo Gao, Chao Fang, Chen Zhao, Dirui Zhang, Wei Hao, Haibo Jia, Sining Hu, Bo Yu

PMC · DOI: 10.3389/fcvm.2025.1734117 · 2026-01-08

## TL;DR

This study found that higher triglyceride levels are linked to increased hypertension risk in coronary artery disease patients after heart procedures.

## Contribution

The study is the first to show a J-shaped relationship between triglycerides and hypertension in CAD patients post-PCI.

## Key findings

- Triglyceride levels were independently associated with hypertension after adjusting for confounders.
- A nonlinear J-shaped relationship was observed with a saturation effect at 3.86 mmol/L.
- The association was stronger in patients with reduced ejection fraction (<50%).

## Abstract

This study aimed to investigate the association between serum triglyceride (TG) levels and the presence of hypertension in patients with coronary artery disease (CAD) and hypertension undergoing percutaneous coronary intervention (PCI).

This retrospective study included 3,150 patients diagnossed with CAD who underwent PCI after coronary angiography (CAG) at the Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, between September 8, 2019, and February 27, 2022. Serum TG levels were measured within 24 h of admission, and covariates, including demographic data, clinical characteristics, and serum biomarkers, were collected. Multivariate logistic regression models were used to analyze the association between TG levels and hypertension.

A total of 36.8% (1,159/3,150) were ultimately included in the analysis, with 27.5% (319/1,159) presenting acute myocardial infarction (AMI). After adjusting for multiple confounding factors, TG levels were found to be independently associated with the presence of hypertension [odds ratio [OR] = 1.23, 95% confidence interval [CI]: 1.03–1.47]. When grouped by TG level quartiles, compared with the Q1 group, Q2, Q3, and Q4 showed significantly higher risks of hypertension in patients with CAD [OR, 95% CI: 1.98 (1.39–2.81), 1.80 (1.25–2.58), and 2.61 (1.68–4.05), respectively]. Furthermore, an additional analysis revealed a nonlinear relationship between TG and hypertension, characterized by a pronounced saturation effect which was particularly pronounced in patients with ejection fraction <50%.

This study is the first to demonstrate a J-shaped association between TG level and hypertension presence in patients with CAD after PCI, with an inflection point of 3.86 mmol/L. This association was more pronounced in patients with reduced EF, suggesting that in patients with cardiac dysfunction, there is a stronger association between TG levels and hypertension, which may warrant further investigation into the clinical benefits of TG management in this subgroup.3

## Linked entities

- **Diseases:** coronary artery disease (MONDO:0005010), acute myocardial infarction (MONDO:0004781)

## Full-text entities

- **Diseases:** hypertension (MESH:D006973), cardiac dysfunction (MESH:D006331), CAD (MESH:D003324), AMI (MESH:D009203)
- **Chemicals:** TG (MESH:D014280)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12823866/full.md

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Source: https://tomesphere.com/paper/PMC12823866