# Nonlinear association of serum uric acid and C-peptide with arterial stiffness in patients with type 2 diabetes: a real-world study

**Authors:** Youming He, Yufeng Jin, Mengqi Gao, Jing Jin, Ke Chen, Lixin Zhou, Jingbin Shi, Bei Luo, Yongqian Liang

PMC · DOI: 10.3389/fendo.2026.1700359 · Frontiers in Endocrinology · 2026-02-12

## TL;DR

This study finds that higher levels of uric acid and C-peptide are linked to increased arterial stiffness in type 2 diabetes patients, with nonlinear relationships.

## Contribution

The novel finding is the nonlinear association between uric acid, C-peptide, and arterial stiffness in type 2 diabetes patients.

## Key findings

- Fasting uric acid and C-peptide levels are independently associated with elevated arterial stiffness in T2DM patients.
- Nonlinear relationships with threshold effects were observed between uric acid, C-peptide, and arterial stiffness.
- Patients with C-peptide ≥ 0.580 μg/L had 87% higher odds of elevated arterial stiffness compared to those with lower levels.

## Abstract

Diabetes has become one of the most serious and prevalent chronic diseases, and its cardiovascular complications are responsible for over 50% of diabetes-related deaths. However, the relationships between uric acid (UA) and C-peptide on arterial stiffness (AS) in patients with type 2 diabetes mellitus (T2DM) are still poorly understood. This study aimed to evaluate the associations between UA and C-peptide with AS in T2DM patients.

In this cross-sectional study of 1,715 participants with T2DM, we recorded levels of fasting UA, C-peptide, and other characteristics. Elevated AS was defined as a brachial-ankle pulse wave velocity (baPWV) of ≥1,400 cm/s. Logistic regression and a restricted cubic spline (RCS) model were employed to assess the associations of UA and C-peptide with AS.

Fasting UA and C-peptide levels were independently and significantly associated with elevated AS in patients with T2DM, as determined by multivariate analyses (P < 0.05). Notably, RCS analyses revealed nonlinear relationships with threshold effects between fasting UA, C-peptide, and elevated AS (P for nonlinearity < 0.05). Compared to patients with C-peptide levels < 0.580 μg/L, those with levels ≥ 0.580 μg/L had an approximately 87% relatively higher odds of elevated AS (OR = 1.87, 95% CI: 1.32, 2.65).

The elevated AS odds in patients with T2DM were nonlinearly associated with the levels of serum fasting UA and C-peptide.

## Linked entities

- **Chemicals:** uric acid (PubChem CID 1175)
- **Diseases:** type 2 diabetes mellitus (MONDO:0005148), diabetes (MONDO:0005015)

## Full-text entities

- **Genes:** SLC17A5 (solute carrier family 17 member 5) [NCBI Gene 26503] {aka AST, ISSD, NSD, SD, SIALIN, SIASD}, LINC02605 (long intergenic non-protein coding RNA 2605) [NCBI Gene 112935892] {aka AS, IL-7, IL-7-AS}, GGT1 (gamma-glutamyltransferase 1) [NCBI Gene 2678] {aka CD224, D22S672, D22S732, GGT, GGT 1, GGTD}, GGTLC5P (gamma-glutamyltransferase light chain 5 pseudogene) [NCBI Gene 653590] {aka GGT}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, GPT (glutamic--pyruvic transaminase) [NCBI Gene 2875] {aka AAT1, ALT, ALT1, GPT1, SGPT}, LOC102724197 (inactive glutathione hydrolase 2) [NCBI Gene 102724197] {aka GGT2}, REN (renin) [NCBI Gene 5972] {aka ADTKD4, HNFJ2, RTD}
- **Diseases:** atherosclerosis (MESH:D050197), diabetic complications (MESH:D048909), death (MESH:D003643), AS (MESH:C566112), insulin resistance (MESH:D007333), vascular dysfunction (MESH:D002561), CVD (MESH:D002318), renal dysfunction (MESH:D007674), T2DM (MESH:D003924), chronic diseases (MESH:D002908), RCS (MESH:D002313), Hyperuricemia (MESH:D033461), gout (MESH:D006073), inflammatory (MESH:D007249), cancer (MESH:D009369), endothelial dysfunction (MESH:D014652), Diabetes (MESH:D003920)
- **Chemicals:** baPWV (-), ROS (MESH:D017382), glucose (MESH:D005947), Alcohol (MESH:D000438), TC (MESH:D013667), TG (MESH:D014280), UA (MESH:D014527), cholesterol (MESH:D002784), nitric oxide (MESH:D009569)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

53 references — full list in the complete paper: https://tomesphere.com/paper/PMC12935652/full.md

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Source: https://tomesphere.com/paper/PMC12935652