# Association of remnant cholesterol with cardiovascular events and mortality in biopsy-proven diabetic kidney disease

**Authors:** Qiyuan Hu, Ling Chen, Lingzhi Xing, Yamei Xu, Jiachuan Xiong, Yuewu Tang

PMC · DOI: 10.3389/fendo.2026.1720189 · Frontiers in Endocrinology · 2026-01-28

## TL;DR

High levels of remnant cholesterol are linked to increased risk of heart disease and death in people with diabetic kidney disease.

## Contribution

This study identifies remnant cholesterol as an independent predictor of cardiovascular events and mortality in biopsy-confirmed diabetic kidney disease patients.

## Key findings

- Patients with high remnant cholesterol had significantly higher rates of cardiovascular events and mortality.
- Remnant cholesterol was confirmed as an independent risk factor for cardiovascular events and overall mortality.
- Adding remnant cholesterol to traditional risk factors improved prediction accuracy for clinical outcomes.

## Abstract

Remnant cholesterol (RC) has been recognized as a critical risk factor for vascular diseases. However, its association with cardiovascular disease (CVD) and overall mortality in individuals with diabetic kidney disease (DKD) has not been thoroughly investigated.

This retrospective single-center study enrolled 329 patients with biopsy-confirmed DKD from August 2009 to December 2018. The prognosis of patients with varying RC levels was compared. In addition, the association between RC levels and left ventricular structure and function was examined. Furthermore, the predictive capability of RC for clinical outcomes was assessed.

Over the follow-up period, 76 patients (23.1%) experienced CVD events, while 44 patients (13.4%) died. Kaplan-Meier analysis demonstrated that patients in the high RC group exhibited significantly elevated rates of CVD events (p = 0.0047) and all-cause mortality (p = 0.0213). Additionally, multivariate Cox regression analysis confirmed RC as an independent risk factor for CVD events (HR = 1.323, 95% CI 1.076-1.626, p = 0.008) and overall mortality (HR = 1.359, 95% CI 1.039-1.779, p = 0.025). Finally, the AUC analysis indicated that the inclusion of RC in traditional risk factors improved their predictive accuracy.

RC independently contributes to the risk of CVD events and all-cause mortality in individuals with biopsy-confirmed DKD.

## Linked entities

- **Diseases:** diabetic kidney disease (MONDO:0005016), cardiovascular disease (MONDO:0004995)

## Full-text entities

- **Diseases:** vascular diseases (MESH:D014652), CVD (MESH:D002318), DKD (MESH:D003928)
- **Chemicals:** cholesterol (MESH:D002784), RC (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

54 references — full list in the complete paper: https://tomesphere.com/paper/PMC12890626/full.md

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Source: https://tomesphere.com/paper/PMC12890626