Nonlinear trajectory of GFR in children before RRT

Yichen Zhong, Alvaro Muñoz, George J. Schwartz, Bradley A. Warady, Susan L. Furth, Alison G. Abraham

Research output: Contribution to journalArticlepeer-review

13 Scopus citations


GFR decline in patients with CKD has been widely approximated using linear models, but this linearity assumption is not well validated.We conducted amatched case-control study in children from the Chronic Kidney Disease in Children (CKiD) cohort ages 1-16 years with mild to moderate CKD to assess whether GFR decline follows a nonlinear trajectory as CKD approaches ESRD. Children (n=125) who initiated RRT (cases) during follow-up were individually matched by CKD stage at baseline and glomerular/nonglomerular diagnosis with children (n=125) who remained RRT-free when the corresponding case initiated RRT (controls). GFR trajectories were compared using log-linear and piecewise log-linear mixed effects models adjusted for baseline characteristics. From study entry to 18 months before RRT, GFR declined 7% faster among cases compared with controls. However, GFR declined 26% faster among cases compared with controls (P<0.001) during the 18 months before RRT.Nonlinearity in the rate of kidney function loss,whichwas shown in this cohort, may preclude accurate clinical prediction of the timing of RRT and adequate patient preparation. This study should prompt the characterization of predictive factors that may contribute to an acceleration of kidney function decline.

Original languageEnglish (US)
Pages (from-to)913-917
Number of pages5
JournalJournal of the American Society of Nephrology
Issue number5
StatePublished - May 1 2014

ASJC Scopus subject areas

  • Nephrology


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