Investigating the patterns of renal function variability in early-stage chronic kidney disease by cluster analysis

Investigating the patterns of renal function variability in early-stage chronic kidney disease by cluster analysis

Abstract Background Chronic kidney disease (CKD) is a significant global health concern, with increasing focus on predicting renal prognosis. While renal prognosis is often studied in advanced CKD, variability in renal function and its implications for long-term outcomes in early-stage CKD remain in...

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Main Authors: Arisa Kobayashi, Tsuyoshi Ohnishi, Tadahisa Okuda, Keita Hirano, Tatsuyoshi Ikenoue, Takashi Yokoo, Shingo Fukuma
Format: Article
Language:English
Published: BMC 2025-08-01
Series:BMC Nephrology
Subjects:
Chronic renal disease
Early-Stage chronic kidney disease
Renal prognosis
Health screening
Cluster analysis
Online Access:https://doi.org/10.1186/s12882-025-04344-4
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https://doi.org/10.1186/s12882-025-04344-4

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