Diagnostic model constructed by five EMT-related genes for renal fibrosis and reflecting the condition of immune-related cells

Diagnostic model constructed by five EMT-related genes for renal fibrosis and reflecting the condition of immune-related cells

BackgroundRenal fibrosis is a physiological and pathological characteristic of chronic kidney disease (CKD) to end-stage renal disease. Since renal biopsy is the gold standard for evaluating renal fibrosis, there is an urgent need for additional non-invasive diagnostic biomarkers.MethodsWe used R pa...

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Bibliographic Details
Main Authors: Yangyang Guo, Ziwei Yuan, Zujian Hu, Yuanyuan Gao, Hangcheng Guo, Hengyue Zhu, Kai Hong, Kenan Cen, Yifeng Mai, Yongheng Bai, Xuejia Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Immunology
Subjects:
renal fibrosis
diagnostic biomarkers
machine learning
immune cell
EMT
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2023.1161436/full

Internet

https://www.frontiersin.org/articles/10.3389/fimmu.2023.1161436/full

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