A predictive model of progressive chronic kidney disease in idiopathic nephrotic syndrome

Pediatr Nephrol. 2015 Nov;30(11):2011-20. doi: 10.1007/s00467-015-3136-0. Epub 2015 Jun 18.

Abstract

Background: There are limited data on the risk factors for chronic kidney disease (CKD) in children with idiopathic nephrotic syndrome (INS). This retrospective cohort study aimed to develop a predictive model for CKD progression in children with INS.

Methods: Between 1970 and 2012, a total of 294 patients with INS were followed up. The primary outcome was progression to CKD stage 3 or higher. A predictive model was developed using a Cox proportional hazards model. A score was calculated using b-coefficients and summing up points assigned to each significant variable. Prognostic score was grouped into categories: low risk, medium risk, and high risk.

Results: Median follow-up was 6.9 years. Median renal survival was 26.1 years and probability of CKD stage 3 or higher was 8% in 10 years. Multivariate analysis showed that the most accurate model included initial age, hematuria, and steroid resistance. Accuracy was high with a c-statistic of 0.95 (95% confidence interval [CI] 0.91-0.99), 0.92 (95% CI 0.88-0.96), and 0.92 (95% CI 0.87-0.97) at 2, 5, and 10 years of follow-up respectively. By survival analysis, 10-year renal survival was 100% for the low-risk and 95% for the medium-risk group, while 40% of high-risk patients would exhibit CKD stage 3 or higher (P < 0.001).

Conclusions: Our predictive model of CKD may contribute to the early identification of a subgroup of INS patients at a high risk of renal dysfunction.

Keywords: Chronic kidney disease; End-stage renal disease; Focal segmental glomerulosclerosis; Minimal change nephrotic syndrome; Nephrotic syndrome; Predictive model.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Child
  • Child, Preschool
  • Cohort Studies
  • Disease Progression
  • Female
  • Humans
  • Male
  • Models, Statistical*
  • Nephrotic Syndrome / complications*
  • Renal Insufficiency, Chronic / etiology*
  • Retrospective Studies
  • Risk Factors

Supplementary concepts

  • Nephrosis, congenital