Incidence of Initial Renal Replacement Therapy Over the Course of Kidney Disease in Children

Derek K Ng, Matthew B Matheson, Bradley A Warady, Susan R Mendley, Susan L Furth, Alvaro Muñoz, Derek K Ng, Matthew B Matheson, Bradley A Warady, Susan R Mendley, Susan L Furth, Alvaro Muñoz

Abstract

The Chronic Kidney Disease in Children Study, a prospective cohort study with data collected from 2003 to 2018, provided the first opportunity to characterize the incidence of renal replacement therapy (RRT) initiation over the life course of pediatric kidney diseases. In the current analysis, parametric generalized gamma models were fitted and extrapolated for RRT overall and by specific treatment modality (dialysis or preemptive kidney transplant). Children were stratified by type of diagnosis: nonglomerular (mostly congenital; n = 650), glomerular-hemolytic uremic syndrome (HUS; n = 49), or glomerular-non-HUS (heterogeneous childhood onset; n = 216). Estimated durations of time to RRT after disease onset for 99% of the nonglomerular and glomerular-non-HUS groups were 42.5 years (95% confidence interval (CI): 31.0, 54.1) and 25.4 years (95% CI: 14.9, 36.0), respectively. Since onset for the great majority of children in the nonglomerular group was congenital, disease duration equated with age. A simulation-based estimate of age at RRT for 99% of the glomerular population was 37.9 years (95% CI: 33.6, 63.2). These models performed well in cross-validation. Children with glomerular disease received dialysis earlier and were less likely to have a preemptive kidney transplant, while the timing and proportions of dialysis and transplantation were similar for the nonglomerular group. These diagnosis-specific estimates provide insight into patient-centered prognostic information and can assist in RRT planning efforts for children with moderate-to-severe kidney disease who are receiving regular specialty care.

Keywords: dialysis; kidney disease; kidney transplantation; pediatrics; prospective studies; renal insufficiency; renal replacement therapy.

© The Author(s) 2019. Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health.

Figures

Figure 1
Figure 1
Incidence of renal replacement therapy (RRT) after kidney disease onset among participants with nonglomerular (blue; n = 650), glomerular–hemolytic uremic syndrome (HUS) (green; n = 49), and glomerular–non-HUS (red; n = 216) diagnoses, Chronic Kidney Disease in Children Study, 2003–2018. Continuous step functions represent nonparametric estimates of the cumulative incidence of RRT. Dashed lines represent group-specific parametric survival models based on the generalized gamma (GG) family, with parameters listed as GG(β, σ, κ) in the figure key. 99th percentile times to RRT (in years) after kidney disease onset are presented for patients with glomerular–non-HUS (red dot; 25.4 years, 95% confidence interval: 14.9, 36.0) and nonglomerular (blue dot; 42.5 years, 95% confidence interval: 31.0, 54.1) disease.
Figure 2
Figure 2
Characterization of age at renal replacement therapy (RRT) among patients with glomerular (non–hemolytic uremic syndrome) chronic kidney disease, by age at disease onset (x-axis) and years from onset to RRT (y-axis), Chronic Kidney Disease in Children Study, 2003–2018. The graph shows observed (gray) and imputed (black) data from a single imputation. Solid points denote observed study participants, and open points denote unseen fast progressors. The data and model were based on those presented in Figure 1. Dashed reference lines are provided for different ages at RRT.

References

    1. Warady BA, Chadha V. Chronic kidney disease in children: the global perspective. Pediatr Nephrol. 2007;22(12):1999–2009.
    1. Eckardt K-U, Coresh J, Devuyst O, et al. . Evolving importance of kidney disease: from subspecialty to global health burden. Lancet. 2013;382(9887):158–169.
    1. Warady BA, Abraham AG, Schwartz GJ, et al. . Predictors of rapid progression of glomerular and nonglomerular kidney disease in children and adolescents: the Chronic Kidney Disease in Children (CKiD) cohort. Am J Kidney Dis. 2015;65(6):878–888.
    1. Wong CS, Pierce CB, Cole SR, et al. . Association of proteinuria with race, cause of chronic kidney disease, and glomerular filtration rate in the Chronic Kidney Disease in Children Study. Clin J Am Soc Nephrol. 2009;4(4):812–819.
    1. Fathallah-Shaykh SA, Flynn JT, Pierce CB, et al. . Progression of pediatric CKD of nonglomerular origin in the CKiD cohort. Clin J Am Soc Nephrol. 2015;10(4):571–577.
    1. Ploos van Amstel S, Noordzij M, Warady BA, et al. . Renal replacement therapy for children throughout the world: the need for a global registry. Pediatr Nephrol. 2018;33(5):863–871.
    1. Gutman T, Hanson CS, Bernays S, et al. . Child and parental perspectives on communication and decision making in pediatric CKD: a focus group study. Am J Kidney Dis. 2018;72(4):547–559.
    1. Flynn JT, Mitsnefes M, Pierce C, et al. . Blood pressure in children with chronic kidney disease: a report from the Chronic Kidney Disease in Children Study. Hypertension. 2008;52(4):631–637.
    1. Pierce CB, Cox C, Saland JM, et al. . Methods for characterizing differences in longitudinal glomerular filtration rate changes between children with glomerular chronic kidney disease and those with nonglomerular chronic kidney disease. Am J Epidemiol. 2011;174(5):604–612.
    1. Harambat J, Stralen KJ, Kim JJ, et al. . Epidemiology of chronic kidney disease in children. Pediatr Nephrol. 2012;27(3):363–373.
    1. Furth SL, Pierce C, Hui WF, et al. . Estimating time to ESRD in children with CKD. Am J Kidney Dis. 2018;71(6):783–792.
    1. Repetto HA. Long-term course and mechanisms of progression of renal disease in hemolytic uremic syndrome. Kidney Int Suppl. 2005;68(suppl 97):S102–S106.
    1. Amaral S, Sayed BA, Kutner N, et al. . Preemptive kidney transplantation is associated with survival benefits among pediatric patients with end-stage renal disease. Kidney Int. 2016;90(5):1100–1108.
    1. Schwartz GJ, Schneider MF, Maier PS, et al. . Improved equations estimating GFR in children with chronic kidney disease using an immunonephelometric determination of cystatin C. Kidney Int. 2012;82(4):445–453.
    1. Furth SL, Cole SR, Moxey-Mims M, et al. . Design and methods of the Chronic Kidney Disease in Children (CKiD) Prospective Cohort Study. Clin J Am Soc Nephrol. 2006;1(5):1006–1015.
    1. Spizzirri FD, Rahman RC, Bibiloni N, et al. . Childhood hemolytic uremic syndrome in Argentina: long-term follow-up and prognostic features. Pediatr Nephrol. 1997;11(2):156–160.
    1. Caletti MG, Lejarraga H, Kelmansky D, et al. . Two different therapeutic regimes in patients with sequelae of hemolytic-uremic syndrome. Pediatr Nephrol. 2004;19(10):1148–1152.
    1. Cox C, Chu H, Schneider MF, et al. . Parametric survival analysis and taxonomy of hazard functions for the generalized gamma distribution. Stat Med. 2007;26(23):4352–4374.
    1. Matheson M, Muñoz A, Cox C. Describing the flexibility of the generalized gamma and related distributions. J Stat Distrib Appl. 2017;4(1):Article 15.
    1. Ng DK, Moxey-Mims M, Warady BA, et al. . Racial differences in renal replacement therapy initiation among children with a nonglomerular cause of chronic kidney disease. Ann Epidemiol. 2016;26(11):780–787.e1.
    1. Panaretos VM, Zemel Y. Statistical aspects of Wasserstein distances. Annu Rev Stat Appl. 2019;6(1):12.1–12.27.
    1. Rosner B. Percentage points for a generalized ESD many-outlier procedure. Dent Tech. 1983;25(2):165–172.
    1. Altman DG, Royston P. What do we mean by validating a prognostic model? Stat Med. 2000;19(4):453–473.
    1. Steyerberg EW, Harrell FE, Borsboom GJ, et al. . Internal validation of predictive models: efficiency of some procedures for logistic regression analysis. J Clin Epidemiol. 2001;54(8):774–781.
    1. Checkley W, Brower RG, Muñoz A, et al. . Inference for mutually exclusive competing events through a mixture of generalized gamma distributions. Epidemiology. 2010;21(4):557–565.
    1. Wada N, Jacobson LP, Cohen M, et al. . Cause-specific life expectancies after 35 years of age for human immunodeficiency syndrome-infected and human immunodeficiency syndrome-negative individuals followed simultaneously in long-term cohort studies, 1984–2008. Am J Epidemiol. 2013;177(2):116–125.
    1. Furth SL, Abraham AG, Jerry-Fluker J, et al. . Metabolic abnormalities, cardiovascular disease risk factors, and GFR decline in children with chronic kidney disease. Clin J Am Soc Nephrol. 2011;6(9):2132–2140.
    1. Winnicki E, McCulloch CE, Mitsnefes MM, et al. . Use of the kidney failure risk equation to determine the risk of progression to end-stage renal disease in children with chronic kidney disease. JAMA Pediatr. 2018;172(2):174–180.
    1. Staples AO, Greenbaum LA, Smith JM, et al. . Association between clinical risk factors and progression of chronic kidney disease in children. Clin J Am Soc Nephrol. 2010;5(12):2172–2179.
    1. Wühl E, Stralen KJ, Verrina E, et al. . Timing and outcome of renal replacement therapy in patients with congenital malformations of the kidney and urinary tract. Clin J Am Soc Nephrol. 2013;8(1):67–74.
    1. Reese PP, Hwang H, Potluri V, et al. . Geographic determinants of access to pediatric deceased donor kidney transplantation. J Am Soc Nephrol. 2014;25(4):827–835.

Source: PubMed

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