A network toxicology and machine learning approach to investigate the mechanism of kidney injury from melamine and cyanuric acid co-exposure

MC exposure induces significant kidney injury and fibrosis. The activation of the RAAS pathway and apoptosis plays a crucial role in MC-mediated nephrotoxicity. However, additional vivo experimental validation is lacking. Future studies should focus on further exploration for the mechanism of MC-induced nephrotoxicity and more rigorous experimental validation.

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Publication Details

Journal
Ecotoxicology and Environmental Safety
Published
2025-03-01
DOI
https://doi.org/10.1016/j.ecoenv.2025.118029
Citations
9
Primary Topic
Melamine detection and toxicity
Type
article
Field-Weighted Citation Impact
10.46
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article

A network toxicology and machine learning approach to investigate the mechanism of kidney injury from melamine and cyanuric acid co-exposure

Zhaokai Zhou, Junjie Zhang, Chao Li, Zhan Wang et al.
9 citations
Ecotoxicology and Environmental Safety
Melamine detection and toxicity
10.46
article

A network toxicology and machine learning approach to investigate the mechanism of kidney injury from melamine and cyanuric acid co-exposure

Zhaokai Zhou, Junjie Zhang, Chao Li, Zhan Wang, Shengli Zhang, Zihao Zhao, Luping Li, Yingzhong Fan
article en
9 citations

Abstract

MC exposure induces significant kidney injury and fibrosis. The activation of the RAAS pathway and apoptosis plays a crucial role in MC-mediated nephrotoxicity. However, additional vivo experimental validation is lacking. Future studies should focus on further exploration for the mechanism of MC-induced nephrotoxicity and more rigorous experimental validation.

Ecotoxicology and Environmental SafetyVol. 293
First Affiliated Hospital of Zhengzhou University (CN)
Good health and well-being
Openalex Percentile: Top 2%
Melamine detection and toxicity
10.46
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