# The triglyceride-glucose index associated with reduced risk of liver metastasis in pancreatic cancer

**Authors:** Taijun Yi, Zejin Lin, Ziyan Mai, Yongling Liang, Chengrui Zhong, Xingyu Li, Wandi Wang, Xiaoyue Huang, Zeyu Lin, Yunle Wan, Guolin Li

PMC · DOI: 10.3389/fendo.2025.1592788 · Frontiers in Endocrinology · 2025-07-18

## TL;DR

Higher triglyceride-glucose index is linked to lower risk of liver metastasis in pancreatic cancer patients.

## Contribution

This study identifies the triglyceride-glucose index as a potential predictor for reduced liver metastasis risk in pancreatic cancer.

## Key findings

- Higher TyG index levels are inversely associated with pancreatic cancer liver metastasis incidence.
- A predictive nomogram model achieved moderate accuracy (AUC = 0.75) for liver metastasis prediction.
- Results were consistent in pancreatic ductal adenocarcinoma subgroups.

## Abstract

The triglyceride-glucose (TyG) index has emerged as a reliable surrogate marker for insulin resistance and is associated with multiple malignancies. However, its role in pancreatic cancer liver metastasis (PCLM) remains unclear. This study aimed to investigate the relationship between TyG index and PCLM and evaluate its predictive value for PCLM.

This study enrolled 172 patients diagnosed with pancreatic cancer at Sixth Affiliated Hospital of Sun Yat-sen University between 2021 and 2024. Both cross-sectional and longitudinal analyses were employed. Logistic regression, propensity score matching (PSM) and subgroup analysis were utilized to assess the relationship between TyG index and PCLM, and a predictive model was constructed. Kaplan-Meier curves and cox proportional hazards regression analysis were conducted to assess the impact on liver metastasis. LASSO regression and Firth regression were conducted to avoid over-fitting issue. Restricted cubic splines (RCS) were applied to explore the nonlinear relationship.

A significant inverse association was observed between TyG index level and PCLM incidence. Both multivariate logistic and cox regression suggested that a lower TyG index is associated with an increased risk of PCLM. A nomogram model was established and possessed a moderate degree of predictive accuracy (AUC = 0.75, 95% CI = 0.67-0.82). Notably, similar conclusions were reached in the subgroup of pancreatic ductal adenocarcinoma.

Comprehensive analysis suggest that higher TyG index level is associated with reduced risk for PCLM, offering significant guidance for the prediction and early intervention of PCLM.

## Linked entities

- **Diseases:** pancreatic cancer (MONDO:0005192), pancreatic ductal adenocarcinoma (MONDO:0005184)

## Full-text entities

- **Diseases:** liver metastasis (MESH:D009362), PCLM (MESH:D006528), pancreatic ductal adenocarcinoma (MESH:D021441), pancreatic cancer (MESH:D010190), malignancies (MESH:D009369), insulin resistance (MESH:D007333)
- **Chemicals:** triglyceride (MESH:D014280), TyG (-), glucose (MESH:D005947)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

34 references — full list in the complete paper: https://tomesphere.com/paper/PMC12314753/full.md

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Source: https://tomesphere.com/paper/PMC12314753