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Updated: Jun 6, 2025

Analyses of Proteinuria, Renal Infiltration of Leukocytes, and Renal Deposition of Proteins in Lupus-prone MRL/lpr Mice
Published on: June 8, 2022
Seasonal variations in the association between proteinuria and kidney failure
Takayuki Kawaoka1, Yusuke Sakaguchi1, Tatsufumi Oka1
1Department of Nephrology, Osaka University Graduate School of Medicine, Suita, Japan.
Background And Hypothesis:
Proteinuria exhibits seasonal fluctuations, decreasing in summer and increasing in winter. It is unknown whether the association between proteinuria and the risk of kidney failure varies by season.
Methods:
The Osaka Consortium for Kidney Disease Research (OCKR) database contained retrospective data from 15 367 patients with estimated glomerular filtration rates of 10-60 mL/min/1.73 m2, who were referred to the Department of Nephrology at five clinical centers in Japan, between 2010 and 2021. Multivariate Cox models were used to examine the associations of urinary protein-to-creatinine ratio (UPCR) in summer (UPCRsummer) and winter (UPCRwinter), with kidney failure defined as initiation of kidney replacement therapy. LASSO was used to compare the strength of the association between UPCRsummer and UPCRwinter with respect to kidney failure. We also assessed whether seasonal fluctuations in UPCR were associated with kidney failure.
Results:
The median (interquartile range) UPCRwinter was 0.89 (0.22, 2.69) g/gCre, 46% higher than UPCRsummer [0.61 (0.16, 1.87) g/gCre]. During a median follow-up of 3.0 years, 1585 patients developed kidney failure. In time-dependent Cox models, UPCRwinter showed a higher hazard of kidney failure [1.66 per 1-standard deviation (SD) increase; 95% confidence interval (CI) 1.60-1.73] than UPCRsummer (1.45 per 1-SD increase; 95% CI 1.41-1.48). LASSO identified that UPCRwinter was more strongly associated with kidney failure than UPCRsummer. Furthermore, higher percentage changes in UPCRwinter relative to UPCRsummer was associated with a higher hazard of kidney failure.
Conclusions:
Proteinuria in winter exhibited stronger associations with kidney failure than that in summer. Seasonal fluctuations in UPCR should not be overlooked in the management of chronic kidney disease to make reasonable clinical decisions.
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