Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Public Health

Sec. Environmental Health and Exposome

Volume 13 - 2025 | doi: 10.3389/fpubh.2025.1657180

Association between Copper Exposure and Renal Fibrosis in Patients with Chronic Kidney Disease: Evidence from Mendelian Randomization and a Retrospective Study

Provisionally accepted
Kaixiang  LiuKaixiang Liu1Min  YuMin Yu1Yangyang  HeYangyang He1Ting  WangTing Wang1Honghua  HuHonghua Hu2Zhengwei  WanZhengwei Wan3Ping  ShuaiPing Shuai3Shasha  ChenShasha Chen1Guisen  LiGuisen Li1Li  WangLi Wang1Xiang  ZhongXiang Zhong1*
  • 1Department of Nephrology and Institute of Nephrology, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
  • 2Department of Clinical Laboratory, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
  • 3Institute of Health Management & Department of Health Management Center, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China

The final, formatted version of the article will be published soon.

Background: Chronic kidney disease (CKD), a global health challenge, is closely linked to renal fibrosis progression. Copper, an essential trace element, influences cellular functions, yet its role in CKD-related fibrosis remains unclear. This study explores the causal relationship between serum copper levels and renal fibrosis in CKD. Methods: A two-sample Mendelian Randomization (MR) analysis integrated GWAS and FinnGen data. Serum copper and other metals were quantified via ICP-MS in 505 CKD patients and 50 controls. Renal fibrosis was histologically assessed in 168 biopsy-confirmed cases. Multivariable logistic regression and restricted cubic splines (RCS) evaluated associations between copper levels, renal function, and fibrosis severity, adjusting for demographics and biochemical parameters. Results: MR confirmed causality between elevated copper and CKD risk. CKD patients had higher serum copper than controls (957.10 ± 273.82 vs. 795.50 ± 143.85 ng/mL, P < 0.001), with progressive increases from stage 1 to 5 (P < 0.001). In biopsy-proven cases, severe fibrosis (>5%) correlated with higher copper levels and lower eGFR versus mild fibrosis (≤5%). Adjusted analysis identified quartile 4 copper levels (>961.64 ng/mL) as an independent predictor of severe fibrosis (OR = 2.75, 95% CI: 1.06–7.16, P < 0.001). RCS revealed non-linear relationships between copper, fibrosis (P for non-linear = 0.038), and eGFR (P for non-linear = 0.005). Conclusions: Elevated serum copper is independently associated with renal fibrosis in CKD, suggesting copper dysregulation may contribute to fibrotic pathogenesis. These findings underscore the therapeutic potential of targeting copper metabolism to mitigate CKD progression.

Keywords: Serum copper, Chronic Kidney Disease, renal fibrosis, Mendelian Randomization Analysis, Retrospective study

Received: 01 Jul 2025; Accepted: 11 Aug 2025.

Copyright: © 2025 Liu, Yu, He, Wang, Hu, Wan, Shuai, Chen, Li, Wang and Zhong. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Xiang Zhong, Department of Nephrology and Institute of Nephrology, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.