# Correlation between loge GDR and hyperuricemia in patients with type 2 diabetes mellitus: a cross-sectional study

**Authors:** Pei Liu, Baolan Ji, Yan Peng

PMC · DOI: 10.3389/fendo.2025.1637373 · Frontiers in Endocrinology · 2025-10-01

## TL;DR

This study finds that a new measure of insulin sensitivity, loge GDR, is strongly linked to high uric acid levels in type 2 diabetes patients.

## Contribution

The paper introduces and validates loge GDR as a novel predictor of hyperuricemia in T2DM patients.

## Key findings

- Patients with hyperuricemia had significantly lower loge GDR values.
- Higher loge GDR quartiles were associated with lower hyperuricemia prevalence.
- Loge GDR showed better predictive accuracy than other insulin resistance indices for hyperuricemia.

## Abstract

Hyperuricemia (HUA), an important health concern, is closely associated with insulin sensitivity. The natural log transformation of the glucose disposal rate (loge GDR) is a new model of insulin sensitivity in patients with type 2 diabetes mellitus (T2DM). The association between HUA and insulin resistance has been demonstrated by other insulin resistance indices. However, the correlation between loge GDR and HUA has not been explored. This study explored the interaction between loge GDR and HUA in patients with T2DM.

This study involved 2,352 patients with T2DM. Biochemical and clinical data were collected. Morning blood samples were collected after an overnight fast for serum uric acid measurement. All the parameters required for loge GDR calculation, including triglycerides, γ-glutamyl transferase, urinary albumin-to-creatinine ratio, and body mass index, were also collected. The correlation between the loge GDR and HUA was analyzed.

Patients with HUA had lower loge GDR values than those without (P< 0.001). HUA prevalence decreased significantly with increasing loge GDR quartiles (P< 0.001). Multivariable regression analysis revealed that loge GDR was independently associated with HUA (odds ratio: 0.279, 95% confidence interval: 0.170–0.459). Loge GDR’s area under the receiver operating characteristic curve (0.706, 95%CI = 0.664-0.747) was superior to other indices.

Loge GDR correlates strongly with HUA and demonstrates significant HUA predictive value in patients with T2DM.

## Linked entities

- **Diseases:** type 2 diabetes mellitus (MONDO:0005148), hyperuricemia (MONDO:0002144)

## Full-text entities

- **Genes:** GGT1 (gamma-glutamyltransferase 1) [NCBI Gene 2678] {aka CD224, D22S672, D22S732, GGT, GGT 1, GGTD}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}
- **Diseases:** HUA (MESH:D033461), T2DM (MESH:D003924), insulin resistance (MESH:D007333)
- **Chemicals:** uric acid (MESH:D014527), glucose (MESH:D005947), creatinine (MESH:D003404), triglycerides (MESH:D014280)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

42 references — full list in the complete paper: https://tomesphere.com/paper/PMC12520878/full.md

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Source: https://tomesphere.com/paper/PMC12520878