Derivation of new equations to estimate glomerular filtration rate in pediatric oncology patients

Pediatr Nephrol. 2017 Sep;32(9):1575-1584. doi: 10.1007/s00467-017-3693-5. Epub 2017 Jun 2.

Abstract

Background and objective: Monitoring renal function is critical in treating pediatric patients, especially when dosing nephrotoxic agents. We evaluated the validity of the bedside Schwartz and Brandt equations in pediatric oncology patients and developed new equations for estimated glomerular filtration rate (eGFR) in these patients.

Methods: A retrospective analysis was conducted comparing eGFR using the bedside Schwartz and Brandt equations to measured GFR (mGFR) from technetium-99m diethylenetriamine pentaacetic acid (99mTc-DTPA) between January 2007 and August 2013. An improved equation to estimate GFR was developed, simplified, and externally validated in a cohort of patients studied from September 2013 to June 2015. Carboplatin doses calculated from 99mTc-DTPA were compared with doses calculated by GFR-estimating equations.

Results: Overall, the bedside Schwartz and Brandt equations did not precisely or accurately predict measured GFR (mGFR). Using a data subset, we developed a five-covariate equation, which included height, serum creatinine, age, blood urea nitrogen (BUN), and gender, and a simplified version (two-covariates), which contained height and serum creatinine. These equations were used to estimate GFR in 2036 studies, resulting in precise and accurate predictors of mGFR values. Equations were validated in an external cohort of 570 studies; both new equations were more accurate in calculating carboplatin doses than either the bedside Schwartz or Brandt equation.

Conclusions: Two new equations were developed to estimate GFR in pediatric oncology patients, both of which did a better job at estimating mGFR than published equations.

Keywords: Brandt; Carboplatin; Renal; Schwartz; Technetium.

Publication types

  • Comparative Study
  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Adolescent
  • Antineoplastic Agents / administration & dosage*
  • Antineoplastic Agents / pharmacokinetics
  • Carboplatin / administration & dosage*
  • Carboplatin / pharmacokinetics
  • Child
  • Child, Preschool
  • Female
  • Glomerular Filtration Rate
  • Humans
  • Infant
  • Kidney / metabolism
  • Kidney / physiopathology
  • Kidney Function Tests / methods*
  • Male
  • Models, Biological*
  • Neoplasms / drug therapy*
  • Neoplasms / physiopathology
  • Radiopharmaceuticals / administration & dosage
  • Renal Elimination
  • Renal Insufficiency, Chronic
  • Retrospective Studies
  • Technetium Tc 99m Pentetate / administration & dosage

Substances

  • Antineoplastic Agents
  • Radiopharmaceuticals
  • Carboplatin
  • Technetium Tc 99m Pentetate