Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2024 Feb;28(2):144-152.
doi: 10.1007/s10157-023-02408-z. Epub 2023 Oct 9.

eGFR slope as a surrogate endpoint for end-stage kidney disease in patients with diabetes and eGFR > 30 mL/min/1.73 m2 in the J-DREAMS cohort

Affiliations

eGFR slope as a surrogate endpoint for end-stage kidney disease in patients with diabetes and eGFR > 30 mL/min/1.73 m2 in the J-DREAMS cohort

Yuka Sugawara et al. Clin Exp Nephrol. 2024 Feb.

Abstract

Background: An analysis of European and American individuals revealed that a reduction in estimated glomerular filtration rate (eGFR) slope by 0.5 to 1.0 mL/min/1.73 m2 per year is a surrogate endpoint for end-stage kidney disease (ESKD) in patients with early chronic kidney disease. However, it remains unclear whether this can be extrapolated to Japanese patients.

Methods: Using data from the Japan diabetes comprehensive database project based on an advanced electronic medical record system (J-DREAMS) cohort of 51,483 Japanese patients with diabetes and a baseline eGFR ≥ 30 mL/min/1.73 m2, we examined whether the eGFR slope could be a surrogate indicator for ESKD. The eGFR slope was calculated at 1, 2, and 3 years, and the relationship between each eGFR slope and ESKD risk was estimated using a Cox proportional hazards model to obtain adjusted hazard ratios (aHRs).

Results: Slower eGFR decline by 0.75 mL/min/1.73 m2/year reduction in 1-, 2-, and 3-year slopes was associated with lower risk of ESKD (aHR 0.93 (95% confidence interval (CI) 0.92-0.95), 0.84 (95% CI 0.82-0.86), and 0.77 (95% CI 0.73-0.82), respectively); this relationship became more apparent as the slope calculation period increased. Similar results were obtained in subgroup analyses divided by baseline eGFR or baseline urine albumin-creatinine ratio (UACR), with a stronger correlation with ESKD in the baseline eGFR < 60 mL/min/1.73 m2 group and in the baseline UACR < 30 mg/gCre group.

Conclusion: We found that changes in the eGFR slope were associated with ESKD risk in this population.

Keywords: Chronic kidney disease; Diabetic kidney disease; Surrogate endpoint; eGFR slope.

PubMed Disclaimer

Conflict of interest statement

The contributing authors reported the following financial supports: YS and EK have nothing to declare regarding potential conflicts of interest relevant to this article. MO receives grants from Abbott Japan LLC, Astellas Pharma Inc., Eli Lilly Japan K.K., Kyowa Kirin Co., Ltd., MSD, Nippon Boehringer Ingelheim Co., Ltd, Novo Nordisk, and Sanofi, in addition to honorarium from Abbott Japan LLC, Astellas Pharma Inc., Daiichi Sankyo Co., Ltd., Eli Lilly Japan K.K., Kowa, Mitsubishi Tanabe Pharma Corporation, MSD, Nippon Boehringer Ingelheim Co., Ltd, Novo Nordisk, Ono Pharmaceutical Co., Ltd., Sanofi, Sanwa Kagaku Kenkyusho, Sumitomo Pharma, Takeda Pharmaceutical Co., Ltd. and Teijin Pharma. KU receives grants from Abbott, Astellas Pharma Inc., Boehringer Ingelheim GmbH, Eli Lilly Japan K.K., Kyowa Kirin Co., Ltd., Mitsubishi Tanabe Pharma Corporation, MSD, Novartis Pharma K.K., Novo Nordisk, Ono Pharmaceutical Co., Ltd., Sanofi, Sumitomo Pharma and Takeda Pharmaceutical Co., Ltd., in addition to honorarium from Astellas Pharma Inc., Boehringer Ingelheim GmbH, Eli Lilly Japan K.K., Kyowa Kirin Co., Ltd., Mitsubishi Tanabe Pharma Corporation, MSD, Novo Nordisk, Ono Pharmaceutical Co., Ltd., Sanofi, Sumitomo Pharma and Takeda Pharmaceutical Co., Ltd.. NK has received lecture fees from Daiichi Sankyo Co., Ltd., AstraZeneca K.K., Mitsubishi Tanabe Pharma Corporation, Ono Pharmaceutical Co., Ltd., Nippon Boehringer Ingelheim Co., Ltd, Astellas Pharma Inc., Kyowa Kirin Co., Ltd., Bayer Yakuhin, Ltd., Nobelpharma Co., Ltd., Otsuka Pharmaceutical Co., Ltd., and Novartis Pharma K.K.; research funds from AstraZeneca K.K., Nobelpharma Co., Ltd., Daiichi Sankyo Co., Ltd., and Bayer Yakuhin, Ltd.; and research grants from Chugai Pharmaceutical Co., Ltd., Kyowa Kirin Co., Ltd., Ono Pharmaceutical Co., Ltd., Bayer Yakuhin, Ltd., Astellas Pharma Inc., Otsuka Pharmaceutical Co., Ltd., and Boehringer Ingelheim GmbH. MN has received lecture fees from Kyowa Kirin Co., Ltd., Astellas Pharma Inc., Mitsubishi Tanabe Pharma Corporation, Bayer Yakuhin, Ltd., and Japan Tobacco Inc.; fee for writing manuscript from Kyowa Kirin Co., Ltd.; research funds from EPS Corporation, Parexel International Inc., and Japan Tobacco Inc.; and research grants from Kyowa Kirin Co., Ltd., Takeda Pharmaceutical Co., Ltd., Mitsubishi Tanabe Pharma Corporation, Chugai Pharmaceutical Co., Ltd., Torii Pharmaceutical Co., Ltd., and Daiichi Sankyo Co., Ltd.

Figures

Fig. 1
Fig. 1
Estimated glomerular filtration rate (eGFR) slope calculation and observation periods for events. The eGFR value at the beginning of the observation period was used as the baseline value. The 1-year eGFR slope was calculated for cases with eGFR records at two time points: baseline and 1 year ± 3 months from baseline. In the same way, 2- and 3-year eGFR slopes were calculated. The period from baseline until the date when the end-stage kidney disease event occurred or the last observation date was defined as the observation period for events (grey arrows), excluding the period used for the slope calculation (white arrows)
Fig. 2
Fig. 2
Population distribution of change in estimated glomerular filtration rate (eGFR) slope and the association between eGFR slope and composite end-stage kidney disease (ESKD) events. The upper panel shows the spline curve of the association between composite ESKD events and the (A) 1-year, (B) 2-year, and (C) 3-year eGFR slopes. The lower panel shows the distribution of the number of cases in whom (A) 1-year, (B) 2-year, and (C) 3-year eGFR slopes were calculated. The green line corresponds to the slope calculated under the mixed-effects model, and the blue line corresponds to the slope calculated under ordinary least-squares methods. To plot the spline curve, the average value of the eGFR slope was used as a reference, and the number of knots was set to three
Fig. 3
Fig. 3
Association between end-stage kidney disease risk and estimated glomerular filtration rate (eGFR) slope calculated under mixed-effects (ME) model or ordinary least-squares linear regression (OLS) model. (A) Composite ESKD risk or (B) pure ESKD risk associations with the 1-year, 2-year, and 3-year eGFR slope reduction of 0.75 mL/min/1.73 m2/year, calculated under mixed-effects (ME) model or ordinary least-squares linear regression (OLS) model. CI confidence interval; HR hazard ratio
Fig. 4
Fig. 4
Association between composite end-stage kidney disease (ESKD) risk and estimated glomerular filtration rate (eGFR) slope: subgroup analysis. Composite ESKD risk associations with eGFR slope reduction of 0.75 mL/min/1.73 m2/year calculated under a mixed-effects model. eGFR slope was calculated over a period of (A) 1 year, (B) 2 years, and (C) 3 years, respectively. HRs and 95% CIs for each subgroup divided by eGFR (G1-2: ≥ 60 mL/min/1.73 m2, G3: 30–60 mL/min/1.73 m2), or urine albumin-creatinine ratio (A1: < 30 mg/gCre, A2-3, ≥ 30 mg/gCre) were shown. CI confidence interval, HR hazard ratio.

Similar articles

Cited by

References

    1. Levin A, Tonelli M, Bonventre J, Coresh J, Donner JA, Fogo AB, et al. Global kidney health 2017 and beyond: a roadmap for closing gaps in care, research, and policy. Lancet. 2017;390:1888–1917. doi: 10.1016/S0140-6736(17)30788-2. - DOI - PubMed
    1. Japanese Society of Nephrology. Evidence-based clinical practice guideline for CKD 2018. Tokyo Igakusha. 2018 (Japanese).
    1. Imai E, Horio M, Watanabe T, Iseki K, Yamagata K, Hara S, et al. Prevalence of chronic kidney disease in the Japanese general population. Clin Exp Nephrol. 2009;13:621–630. doi: 10.1007/s10157-009-0199-x. - DOI - PubMed
    1. Stirnadel-Farrant HA, Karaboyas A, Cizman B, Bieber BA, Kler L, Jones D, et al. Cardiovascular event rates among hemodialysis patients across geographical regions-a snapshot from the Dialysis Outcomes and Practice Patterns Study (DOPPS) Kidney Int Rep. 2019;4:864–872. doi: 10.1016/j.ekir.2019.03.016. - DOI - PMC - PubMed
    1. Fukuhara S, Lopes AA, Bragg-Gresham JL, Kurokawa K, Mapes DL, Akizawa T, et al. Health-related quality of life among dialysis patients on three continents: the Dialysis Outcomes and Practice Patterns Study. Kidney Int. 2003;64:1903–1910. doi: 10.1046/j.1523-1755.2003.00289.x. - DOI - PubMed

MeSH terms