Integrated bioinformatics and machine learning reveal key genes and immune mechanisms associated with uremia

Integrated bioinformatics and machine learning reveal key genes and immune mechanisms associated with uremia

Abstract Uremia is a serious complication of end-stage chronic kidney disease, closely associated with immune imbalance and chronic inflammation. However, its molecular mechanisms remain largely unclear. In this study, we analyzed transcriptomic data from the GSE37171 dataset to identify genes assoc...

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Bibliographic Details
Main Authors: Zhiyue Sun, Zhiqiang Ding, Xiaoyang Guo, Jiangtao Li, Daoyuan Ding, Bo Wen
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Uremia
Bioinformatics
Machine learning
Immune infiltration
Feature genes.
Online Access:https://doi.org/10.1038/s41598-025-09950-8
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https://doi.org/10.1038/s41598-025-09950-8

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