Linear Projection of Estimated Glomerular Filtration Rate Decline with Canagliflozin and Implications for Dialysis Utilization and Cost in Diabetic Nephropathy

Michael Durkin, Jaime Blais, Michael Durkin, Jaime Blais

Abstract

Introduction: Diabetes is a common cause of end-stage kidney disease leading to dialysis or kidney transplantation. Estimated glomerular filtration rate (eGFR) measures kidney function, and differences in the rate (slope) of eGFR decline can be used to assess treatment effects on kidney function over time. In the CREDENCE trial, the sodium glucose co-transporter 2 inhibitor canagliflozin slowed the rate of eGFR decline by 60% compared to placebo in patients with diabetes and chronic kidney disease. This analysis utilized eGFR slopes from CREDENCE to estimate the difference in time to dialysis by treatment arm and estimated the economic value of that delay.

Methods: A linear decline in eGFR and maintenance of stable therapy were assumed for the canagliflozin and placebo arms in CREDENCE. Mean eGFR over time was calculated using acute (baseline to week 3) and chronic (week 3 onward) slopes. Reaching eGFR of 10 ml/min/1.73 m2 was assumed to represent the need for chronic dialysis. The difference in time to dialysis between treatments was calculated. Based on the average duration of dialysis, annual dialysis costs were determined, discounting 2020 US dollars at an inflation rate of 4%.

Results: Following the acute and chronic eGFR slopes, the projected time to dialysis was 22.85 years for canagliflozin and 9.90 years for placebo. Based on 95% confidence intervals from CREDENCE, the model-estimated difference in time to dialysis was 9.27-17.48 years. With a mean baseline participant age of 63 years, the delay in dialysis with canagliflozin would be associated with a reduction in dialysis costs of approximately $170,000 per patient in 2020 dollars.

Conclusion: Using clinical trial data, canagliflozin treatment was projected to delay dialysis by approximately 13 years, which could translate to a substantial cost savings. More precise estimates should be investigated with considerations for nonlinear eGFR slope trajectory, competing risks, and patient characteristics.

Trial registration: ClinicalTrials.gov identifier, NCT02065791.

Keywords: Canagliflozin; Cost of illness; Diabetes mellitus, Type 2; Dialysis; Renal insufficiency, chronic; Sodium glucose co-transporter 2 inhibitors.

Figures

Fig. 1
Fig. 1
Estimated eGFR values used to project the delay in time to dialysis (eGFR of 10 ml/min/1.73 m2) by treatment in the CREDENCE trial (overlaid with observed data). eGFR estimated glomerular filtration rate

References

    1. US Renal Data System (USRDS). US Renal Data System 2019 Annual Data Report: Epidemiology of Kidney Disease in the United States. 2019. . Accessed July 20 2020.
    1. Centers for Disease Control and Prevention. National chronic kidney disease fact sheet, 2017. Atlanta, GA. . Accessed 20 July 2020.
    1. Ritz E, Orth SR. Nephropathy in patients with type 2 diabetes mellitus. N Engl J Med. 1999;341(15):1127–1133. doi: 10.1056/NEJM199910073411506.
    1. Molitich ME, Defronzo RA, Franz MJ, Keane WF, Mogensen CE, Parving HH, et al. Nephropathy in diabetes. Diabetes Care. 2004;27(suppl 1):s79–s83.
    1. Weldegiorgis M, de Zeeuw D, Li L, Parving HH, Hou FF, Remuzzi G, et al. Longitudinal estimated GFR trajectories in patients with and without type 2 diabetes and nephropathy. Am J Kidney Dis. 2018;71(1):91–101. doi: 10.1053/j.ajkd.2017.08.010.
    1. Kidney Disease: Improving Global Outcomes CKDWG KDIGO 2012 clinical practice guideline for the evaluation and management of chronic kidney disease. Kidney Int Suppl. 2013;2013(3):1–150.
    1. Lin ZH, Zuo L. When to initiate renal replacement therapy: the trend of dialysis initiation. World J Nephrol. 2015;4(5):521–527. doi: 10.5527/wjn.v4.i5.521.
    1. Chen T, Lee VW, Harris DC. When to initiate dialysis for end-stage kidney disease: evidence and challenges. Med J Aust. 2018;209(6):275–279. doi: 10.5694/mja18.00297.
    1. Nacak H, Bolignano D, Van Diepen M, Dekker F, Van Biesen W. Timing of start of dialysis in diabetes mellitus patients: a systematic literature review. Nephrol Dial Transplant. 2016;31(2):306–316.
    1. Grams ME, Sang Y, Ballew SH, Matsushita K, Astor BC, Carrero JJ, et al. Evaluating glomerular filtration rate slope as a surrogate end point for ESKD in clinical trials: an individual participant meta-analysis of observational data. J Am Soc Nephrol. 2019;30(9):1746–1755. doi: 10.1681/ASN.2019010008.
    1. Levey AS, Gansevoort RT, Coresh J, Inker LA, Heerspink HL, Grams ME, et al. Change in albuminuria and GFR as end points for clinical trials in early stages of CKD: a scientific workshop sponsored by the National Kidney Foundation in collaboration with the US Food and Drug Administration and European Medicines Agency. Am J Kidney Dis. 2020;75(1):84–104. doi: 10.1053/j.ajkd.2019.06.009.
    1. Inker LA, Heerspink HJL, Tighiouart H, Levey AS, Coresh J, Gansevoort RT, et al. GFR slope as a surrogate end point for kidney disease progression in clinical trials: a meta-analysis of treatment effects of randomized controlled trials. J Am Soc Nephrol. 2019;30(9):1735–1745. doi: 10.1681/ASN.2019010007.
    1. Greene T, Ying J, Vonesh EF, Tighiouart H, Levey AS, Coresh J, et al. Performance of GFR slope as a surrogate end point for kidney disease progression in clinical trials: a statistical simulation. J Am Soc Nephrol. 2019;30(9):1756–1769. doi: 10.1681/ASN.2019010009.
    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(5):1903–1910. doi: 10.1046/j.1523-1755.2003.00289.x.
    1. Anees M, Hameed F, Mumtaz A, Ibrahim M, Saeed Khan MN. Dialysis-related factors affecting quality of life in patients on hemodialysis. Iran J Kidney Dis. 2011;5(1):9–14.
    1. Molsted S, Prescott L, Heaf J, Eidemak I. Assessment and clinical aspects of health-related quality of life in dialysis patients and patients with chronic kidney disease. Nephron Clin Pract. 2007;106(1):c24–33. doi: 10.1159/000101481.
    1. Pagels AA, Soderkvist BK, Medin C, Hylander B, Heiwe S. Health-related quality of life in different stages of chronic kidney disease and at initiation of dialysis treatment. Health Qual Life Outcomes. 2012;10:71. doi: 10.1186/1477-7525-10-71.
    1. Gorodetskaya I, Zenios S, McCulloch CE, Bostrom A, Hsu CY, Bindman AB, et al. Health-related quality of life and estimates of utility in chronic kidney disease. Kidney Int. 2005;68(6):2801–2808. doi: 10.1111/j.1523-1755.2005.00752.x.
    1. Dabrowska-Bender M, Dykowska G, Zuk W, Milewska M, Staniszewska A. The impact on quality of life of dialysis patients with renal insufficiency. Patient Prefer Adherence. 2018;12:577–583. doi: 10.2147/PPA.S156356.
    1. van Loon IN, Goto NA, Boereboom FTJ, Verhaar MC, Bots ML, Hamaker ME. Quality of life after the initiation of dialysis or maximal conservative management in elderly patients: a longitudinal analysis of the Geriatric assessment in OLder patients starting Dialysis (GOLD) study. BMC Nephrol. 2019;20(1):108. doi: 10.1186/s12882-019-1268-3.
    1. Raman M, Middleton RJ, Kalra PA, Green D. Outcomes in dialysis versus conservative care for older patients: a prospective cohort analysis of stage 5 chronic kidney disease. PLoS One. 2018;13(10):e0206469. doi: 10.1371/journal.pone.0206469.
    1. US Renal Data System (USRDS). US Renal Data System 2018 Annual Data Report: Chapter 5: Mortality. 2018. . Accessed 20 July 2020.
    1. Park JY, Yoo KD, Kim YC, Kim DK, Joo KW, Kang SW, et al. Early dialysis initiation does not improve clinical outcomes in elderly end-stage renal disease patients: a multicenter prospective cohort study. PLoS One. 2017;12(4):e0175830. doi: 10.1371/journal.pone.0175830.
    1. Jardine MJ, Mahaffey KW, Neal B, Agarwal R, Bakris G, Brenner BM, et al. The Canagliflozin and Renal Events in Diabetes with Established Nephropathy Clinical Evaluation (CREDENCE) study rationale and design. Am J Nephrol. 2017;46(6):462–472. doi: 10.1159/000484633.
    1. Perkovic V, Jardine MJ, Neal B, Bompoint S, Heerspink HJL, Charytan DM, et al. Canagliflozin and renal outcomes in type 2 diabetes and nephropathy. N Engl J Med. 2019;380(24):2295–2306. doi: 10.1056/NEJMoa1811744.
    1. Heerspink HJ, Perkins BA, Fitchett DH, Husain M, Cherney DZ. Sodium glucose cotransporter 2 inhibitors in the treatment of diabetes mellitus: cardiovascular and kidney effects, potential mechanisms, and clinical applications. Circulation. 2016;134(10):752–772. doi: 10.1161/CIRCULATIONAHA.116.021887.
    1. Johnson & Johnson. US FDA Approves INVOKANA® (canagliflozin) to treat diabetic kidney disease (DKD) and reduce the risk of hospitalization for heart failure in patients with type 2 diabetes (T2D) and DKD [press release]. Raritan: PR Newswire; 2019.
    1. Kruger D, Valentine V. Canagliflozin for the treatment of diabetic kidney disease and implications for clinical practice: a narrative review. Diabetes Ther. 2020;11(6):1237. doi: 10.1007/s13300-020-00826-w.
    1. Weir MR, McCullough PA, Buse JB, Anderson J. Renal and cardiovascular effects of sodium glucose co-transporter 2 inhibitors in patients with type 2 diabetes and chronic kidney disease: perspectives on the Canagliflozin and Renal Events in Diabetes with Established Nephropathy Clinical Evaluation trial results. Am J Nephrol. 2020;51(4):276–288. doi: 10.1159/000506533.
    1. Cooper BA, Branley P, Bulfone L, Collins JF, Craig JC, Fraenkel MB, et al. A randomized, controlled trial of early versus late initiation of dialysis. N Engl J Med. 2010;363(7):609–619. doi: 10.1056/NEJMoa1000552.
    1. Cao Q, Ewing BT, Thompson MA. Forecasting medical cost inflation rates: a model comparison approach. Decis Support Syst. 2012;53(1):154–160. doi: 10.1016/j.dss.2011.12.012.
    1. Neal B, Perkovic V, Mahaffey KW, de Zeeuw D, Fulcher G, Erondu N, et al. Canagliflozin and cardiovascular and renal events in type 2 diabetes. N Engl J Med. 2017;377(7):644–657. doi: 10.1056/NEJMoa1611925.
    1. Blitzer R, Blitzer R. Introductory algebra for college students. Upper Saddle River: Pearson Prentice Hall; 2006.

Source: PubMed

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