Potential progression biomarkers of diabetic kidney disease determined using comprehensive machine learning analysis of non-targeted metabolomics

Diabetic kidney disease is the main cause of end-stage renal disease worldwide. The prediction of the clinical course of patients with diabetic kidney disease remains difficult, despite the identification of potential biomarkers; therefore, novel biomarkers are needed to predict the progression of t...

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Detalles Bibliográficos
Autores principales: Hirakawa, Yosuke, Yoshioka, Kentaro, Kojima, Kensuke, Yamashita, Yasuho, Shibahara, Takuma, Wada, Takehiko, Nangaku, Masaomi, Inagi, Reiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523033/
https://www.ncbi.nlm.nih.gov/pubmed/36175470
http://dx.doi.org/10.1038/s41598-022-20638-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523033/
https://www.ncbi.nlm.nih.gov/pubmed/36175470
http://dx.doi.org/10.1038/s41598-022-20638-1

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